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SPM

Carlos Coy (born October 5, 1970), better known by his stage name South Park Mexican (SPM), is an American rapper and record executive from Houston, Texas, who rose to prominence in the underground hip-hop scene through his independent label Dope House Records, which he founded in 1995, but whose career was halted by a 2002 conviction for aggravated sexual assault of a child. Drawing his moniker from the South Park neighborhood where he grew up, Coy produced and released multiple albums featuring gritty narratives of street life, family struggles, and Chicano culture, gaining a dedicated following in the Southwest rap community despite limited mainstream exposure. His entrepreneurial efforts built Dope House into a key player in Latin-owned independent music, fostering collaborations with regional artists and emphasizing DIY distribution in an era before widespread digital platforms. However, in 2002, Coy was arrested on charges stemming from allegations by multiple underage girls, culminating in a guilty verdict for the 2001 assault of a nine-year-old relative of his daughter; he received a 45-year sentence without parole eligibility until after serving half the term, a ruling upheld on appeal. Recent parole hearings in 2024 and 2025 denied release, citing the severity of the offense and institutional records, extending consideration to at least 2028. While supporters have petitioned for clemency arguing evidentiary issues in the trial, court records and victim testimonies formed the basis of the conviction, reflecting the case's enduring impact on his legacy amid ongoing debates in hip-hop circles.

Places

Saint Pierre and Miquelon

is a comprising a small archipelago located in the North Atlantic Ocean, approximately 25 kilometers (16 miles) south of Newfoundland, . It consists of eight islands, with the main inhabited ones being Saint Pierre (the capital island), Miquelon (including Langlade), and smaller islets like Grand Renoir and Île-aux-Marins. The territory covers a total land area of 242 square kilometers (93 square miles), characterized by a temperate with frequent , strong winds, and rocky terrain supporting limited agriculture and forestry. First settled by fishermen and Basque mariners in the early 17th century, it represents the last remnant of France's once-extensive colonial holdings in following territorial exchanges with , notably after the Treaty of Utrecht in 1713 and its confirmation as French territory in 1816. The population of is estimated at approximately 5,600 as of 2025, with the vast majority residing on and a smaller community on ; the islands experience net emigration due to limited economic opportunities, resulting in a stable but aging demographic predominantly of and descent. Administratively, it operates as a collectivité d'outre-mer with a appointed by the government serving as representative, alongside a locally elected Territorial Council and a ; residents hold full , vote in national elections, and send one deputy to the , while the territory uses the as currency but maintains a distinct status outside the and EU as an Overseas Country and Territory (OCT). The economy relies heavily on public sector employment, tourism, and fisheries, though the 1992 Canadian cod moratorium severely impacted traditional deep-sea fishing, prompting diversification into fish processing, aquaculture, and services for regional maritime traffic; construction and retail trade have grown with EU-funded infrastructure projects aimed at enhancing attractiveness and employment. Unemployment remains elevated, and the territory benefits from French subsidies covering much of its budget, with limited natural resources beyond its exclusive economic zone rich in seafood and potential offshore hydrocarbons. France maintains treaty-based fishing rights in adjacent waters, though access has diminished post-moratorium via arbitration rulings.

Organizations

Somali Patriotic Movement

The (SPM) was a major clan-based political and military faction during the initial phases of the , primarily drawing support from sub-clans within the clan family. It formed in April 1989 following a mutiny by soldiers in , triggered by President Siad Barre's dismissal of Ogaden Defense Minister Aden Abdullahi Nur Gabiyo and subsequent arrests of Ogaden officers, which heightened clan grievances over resource access in the Juba Valley. Initial leadership fell to General Beliliqo, Gabiyo's brother-in-law, who commanded early operations against Barre's forces. The SPM's primary objectives centered on overthrowing Barre's regime, which Ogaden elements viewed as favoring rival Darod sub-clans like the Marehan, and addressing perceived marginalization within the military and pastoral economy. Some factions pursued irredentist aims to reclaim the Ethiopian region, conflicting with Barre's 1988 peace accord with that ceded Somali claims. Colonel Ahmed Omar Jess emerged as a pivotal commander after defecting from the in June 1989 with troops from , briefly aligning with the before consolidating SPM control in southern . By early 1990, the group expanded operations into and regions, coordinating joint offensives with the and by October 1990 to pressure Barre's collapse. Post-Barre, in 1991, the SPM allied with General Mohamed Farah Aidid's faction of the to seize from Somali National Front forces under General Mohamed Said Hersi Morgan, capturing the port city and engaging in retaliatory , including the December 19, 1992, massacres targeting non-Ogaden groups that contributed to regional exacerbation. Jess's SPM faction formalized ties with Aidid in the on August 12, 1992, focusing on southern territorial control, including and Jubba valleys. Internal fractures emerged along sub-clan lines, with Jess aligning against Morgan while Adan Abdullahi Nur Gabeeyow (former Barre defense minister) sided with the Somali National Front, leading to clashes in Lower Jubba as late as January 1993. Kenyan support initially bolstered Gabeeyow's branch, but shifting alliances eroded SPM cohesion. By June 1994, signed a neutrality pact with Aidid to counter , but escalating inter-clan fighting and independent elder reconciliations—such as those between Aulihan and rival —diminished the faction's viability. 's SPM- branch effectively ceased independent operations by 1994, integrating into broader alliances or dissolving amid localized truces, while the Harti-aligned SPM variant persisted marginally until around 2003 before fading into clan-based militias. The movement's legacy involved significant territorial gains in the south but also deepened clan divisions, contributing to Somalia's prolonged fragmentation without establishing lasting governance structures.

Education

Sijil Pelajaran Malaysia

The , or Malaysian Certificate of Education, serves as the primary national examination certifying the completion of for students in Form 5, typically aged 16 to 17. Administered centrally by the Malaysian Examinations Syndicate (Lembaga Peperiksaan Malaysia) under the Ministry of Education, it evaluates proficiency across a range of subjects essential for academic progression, vocational training, or entry-level employment. The examination aligns with the , emphasizing foundational skills in , , , and sciences, while allowing specialization through electives. Introduced as part of Malaysia's post-independence reforms to standardize secondary beyond the colonial-era , the SPM has evolved to reflect priorities, including the of Malay-medium following the 1970s shift from English-medium schools. Key modifications include designating as a must-pass subject alongside Bahasa Melayu starting in , with a required (grades A+ to C) in Bahasa Melayu and a pass (A+ to E) in History for overall certification. English became compulsory without a pass requirement for certification, though proficiency influences further opportunities. From 2021, the exam adopted a revised format under the Secondary School Standard Curriculum (Kurikulum Standard Sekolah Menengah, KSSM), incorporating school-based assessments alongside written papers to better align with competency-based learning. Core subjects mandatory for all candidates include Bahasa Melayu, , , Mathematics, and either Moral Studies or (Islamic or non-Islamic based on background). Science subjects like Basic , , and Physics are often required in science streams, while arts or technical streams offer electives such as Principles of , , or . Students typically sit for 8 to 12 subjects, selected based on their academic track. The grading scale ranges from A+ (highest achievement) to G (fail), employing a relative system where results reflect performance rather than scores, with (Gred Pontuan) values assigned for aggregation (e.g., A+ = 6 points, C = 2 points). The SPM holds critical gatekeeping function in Malaysia's education system, determining eligibility for pre-university programs like STPM or , as well as admissions via the Unified Examination Entry system, which prioritizes SPM aggregates in key subjects. High achievers (e.g., 5A+ or better) often secure scholarships or exemptions in , while minimum passes enable access to vocational certificates. Exams occur annually from late November to mid-December, with results released around , as announced by the for the 2024 cohort on April 24. Despite its rigor, the exam's relative grading has drawn critiques for variability year-to-year, though it remains a verifiable benchmark of secondary attainment.

Science and Computing

Statistical Parametric Mapping

(SPM) is a statistical framework and associated software package designed for the analysis of data, enabling inference on regionally specific effects in images from modalities such as (fMRI), (PET), and (EEG). It employs a to characterize data as a of explanatory variables plus error, facilitating voxel-wise statistical testing across the volume. The approach assumes Gaussian distributed errors and uses to generate maps of test statistics, such as t or F values, thresholded for significance to identify activated regions. The development of SPM originated in the early 1990s under Karl Friston at the Wellcome Department of Imaging Neuroscience, , building on prior work in analysis. The first publication explicitly introducing "" appeared in 1990, proposing it as a method for hypothesis testing in data via spatially extended statistical processes. By 1991, Friston formalized the core SPM project, which evolved into an open-source MATLAB-based toolbox, with versions like SPM8 and later iterations supporting diverse imaging sequences from single subjects or cohorts. This progression addressed challenges in handling temporal correlations and multiple comparisons inherent in high-dimensional data. Core principles of SPM involve preprocessing steps like spatial normalization, , and high-pass filtering to mitigate and align images to a standard , followed by model specification and . proceeds via classical hypothesis testing, correcting for multiple comparisons using family-wise error rates or false discovery rates, though critiques highlight potential over-reliance on parametric assumptions, such as , which may falter in low-variance voxels or nonuniform sampling scenarios. Empirical validation through simulations and real datasets has supported its robustness for detecting task-related activations, but users must verify assumptions via diagnostics like residual analysis. Applications span , clinical studies of disorders like Alzheimer's or , and extensions to for one-dimensional time-series data, such as , where SPM tests continuous waveforms without discretizing into discrete phases. In , it underpins group-level analyses to correlate activity with behavioral or genetic variables, with over 100,000 citations in peer-reviewed reflecting its widespread adoption. Despite extensions, primary utility remains in , where causal interpretations require caution due to correlational nature absent interventional designs.

Suspended Particulate Matter

Suspended (SPM), also referred to as total suspended (TSP), comprises a mixture of solid particles and liquid droplets suspended in the atmosphere that can be captured by standard high-volume air samplers without a specific size cutoff. These particles include a wide range of sizes, from coarse exceeding 10 micrometers in to finer aerosols below 2.5 micrometers, though SPM is often operationally defined as encompassing particles up to approximately 10 micrometers that remain airborne rather than settling quickly. Unlike regulated fine (PM2.5) or inhalable coarse particles (PM10), SPM measurement historically captures the total mass of ambient , reflecting broader atmospheric loading before modern size-selective standards were adopted by agencies like the U.S. Environmental Protection Agency (EPA) in the . Primary sources of SPM include natural processes such as wind-blown , release, spray, and volcanic eruptions, alongside anthropogenic contributions from in vehicles and power plants, emissions, dust, and biomass burning. Secondary SPM forms through atmospheric reactions, where gaseous precursors like and volatile organic compounds condense or react to produce and aerosols. Composition varies by source and location but typically involves inorganic components (e.g., sulfates, nitrates, metals like lead or iron), (e.g., polycyclic aromatic hydrocarbons from incomplete ), and crustal materials (e.g., silica, aluminum oxides); urban areas often show higher proportions of carbon-rich , while rural settings feature more biogenic particles. SPM is measured using gravimetric methods, such as high-volume samplers that draw air through filters at rates of 1.13 to 1.7 cubic meters per minute, collecting particulates for subsequent weighing to determine mass concentration in micrograms per cubic meter (μg/m³). Equivalent automated techniques include beta-ray attenuation monitors and tapered element oscillating microbalances (TEOM), which provide real-time mass readings by detecting changes in filter oscillation or radiation absorption, though these require calibration against reference gravimetric data for accuracy. Sampling occurs over 24-hour periods to average diurnal variations, with U.S. EPA historical standards for TSP setting an annual mean limit of 75 μg/m³ until phased out in favor of PM10 standards by 1997 due to TSP's inclusion of non-inhalable coarse fractions irrelevant to health risks. Exposure to elevated SPM concentrations is associated with adverse health outcomes, including exacerbated respiratory conditions like and (COPD), reduced lung function, and increased cardiovascular events such as . Cohort studies, including those analyzing U.S. data from the 1980s-1990s, report correlations between short-term SPM spikes and excess mortality, with risk ratios rising 1-2% per 10 μg/m³ increment in daily averages, though confounding factors like co-pollutants and socioeconomic variables complicate isolating causal effects. Fine components within SPM penetrate deep into alveoli, triggering inflammation via and release, while coarser particles irritate upper airways; vulnerable populations, such as children and the elderly, show heightened sensitivity, as evidenced by elevated hospitalization rates during pollution episodes in cities like (1952) and (ongoing monitoring). Regulations now prioritize PM2.5 and PM10 over SPM metrics, with EPA annual standards at 9 μg/m³ for PM2.5 as of , reflecting empirical evidence that smaller particles drive most systemic health burdens despite SPM's utility in tracking total emissions.

Business and Industry

Sales Performance Management

Sales Performance Management (SPM) encompasses the systematic processes, tools, and strategies employed by organizations to enhance the effectiveness and efficiency of sales teams, focusing on aligning individual and team activities with revenue objectives through , performance monitoring, , and incentive structures. This approach integrates , execution, and to bridge gaps between sales targets and actual outcomes, enabling leaders to identify underperformance early and implement corrective measures. Unlike ad hoc sales oversight, SPM emphasizes data-driven to optimize and foster sustainable growth. Core components of SPM include sales planning, which involves territory optimization and quota assignment to ensure balanced workloads and realistic targets; compensation , where pay structures are designed to motivate behaviors aligned with priorities; performance for tracking metrics like pipeline and win rates; and mechanisms to develop skills through targeted . forecasting and further support these elements by providing predictive insights into future performance based on historical data and market trends. underscores the causal links in these components, such as field managers' monitoring enhancing salespeople's and interpersonal skills, which in turn mediate improved sales results. SPM practices have evolved from early 20th-century performance optimization efforts rooted in industrial efficiency principles to modern, technology-enabled systems that leverage and for dynamic adjustments. This progression reflects a shift from static annual reviews to continuous feedback loops, incorporating software for automated quota modeling and , which allow organizations to adapt to volatile market conditions more effectively. Adopting SPM yields measurable benefits, including higher quota attainment rates and reduced sales cycle times, as evidenced by studies showing that sales managers allocating more time to rather than administrative tasks directly boosts team productivity. also identifies best practices distinguishing top performers, such as emphasizing persuasive communication, production focus, and managerial oversight, which correlate with superior outcomes across sales roles. Tools like specialized SPM platforms facilitate these practices by integrating CRM data with compensation modeling, though their efficacy depends on accurate input data and organizational alignment to avoid misaligned incentives.

Single Point Mooring

A single point (SPM), also referred to as a (SBM), is an anchoring system comprising a fixed to the that serves as a single attachment point for vessels, such as tankers, enabling them to weathervane—rotate freely around the in response to , , and currents—while facilitating the transfer of liquid cargoes like crude oil or products via hoses connected to subsea pipelines or floating storage units. This configuration eliminates the need for fixed jetties or harbors, allowing operations in deep or exposed waters where conventional is impractical. SPM systems originated in the mid-20th century as a solution for efficient oil loading, with the first catenary anchor leg (CALM)—a prevalent SPM variant—installed in as an oil loading facility adhering to single point principles. Their adoption expanded in the 1970s alongside (FPSO) units, driven by the need to access remote deepwater fields and mitigate port congestion from very large crude carriers (VLCCs) exceeding 200,000 deadweight tons (DWT). Today, SPMs support global oil and gas logistics, handling billions of barrels annually, particularly in regions like the , , and . Key components of an SPM include the buoy hull, typically a steel or 10–20 meters in diameter designed to withstand loads up to 200 tonnes; the anchoring system, consisting of chains, wire ropes, or synthetic lines (e.g., ) connected to anchors, embeds, or piles driven 10–50 meters into the ; the product transfer system, featuring loading arms, floating hoses (up to 12-inch for 5,000 cubic meters per hour flow rates), and swivels for 360-degree rotation without twisting; and ancillary elements like fenders, quick-release hooks, and reflectors for safety. The primary types are catenary anchor leg mooring (CALM), employing multiple horizontal or catenary-suspended legs from the buoy to seabed anchors, suitable for water depths of 20–200 meters and offering redundancy against single-line failures; and single anchor leg mooring (SALM), using a single taut or vertical leg (often a rigid riser or ) for depths exceeding 300 meters, which provides higher vertical stability but less horizontal compliance. Less common variants include turret moorings integrated with FPSOs for . SPMs excel in operational flexibility, enabling year-round access to deepwater sites (beyond meters, where fixed structures falter) and reducing onshore costs by up to % compared to jetties; they also minimize spill risks by isolating operations offshore and accommodate VLCCs that cannot enter shallow ports. However, they face challenges including vulnerability to —limiting operations in waves over 4–6 meters or winds exceeding 20 knots—high initial installation costs (often $–100 million per system), and demands from , in lines (with replacements every 5–10 years), and hose degradation. Risks encompass vessel collisions (accounting for 30% of incidents), scour undermining anchors, and transfer failures leading to spills, mitigated by quick-release mechanisms, underbuoy breakaway couplings rated for 1,000–2,000 kN pull forces, and real-time monitoring via tension meters and environmental sensors. Design and operations adhere to standards from the Oil Companies International Marine Forum (OCIMF), such as the 2025-updated guidelines for SPM hawser testing (minimum breaking load 1.5–2.0 times safe working load) and mooring procedures emphasizing crew training for hose handling; classification societies like the American Bureau of Shipping (ABS) mandate fatigue analysis for 25-year service life under combined wind (up to 50 m/s), wave (Hs 10–15 m), and current (1–2 knots) loads, plus seismic considerations in prone areas. U.S. regulations under 33 CFR 149.650 require environmental durability and spill prevention, with periodic inspections ensuring mooring integrity factors above 1.67. These protocols have reduced incident rates, though failures like the 2010 Deepwater Horizon-related moorings underscore the need for robust causal analysis beyond regulatory compliance.

People

South Park Mexican

Carlos Coy (born October 5, 1970), better known by his stage name (SPM), is an American rapper and record executive from , . His pseudonym derives from the neighborhood where he grew up, a predominantly area known for its socioeconomic challenges. Prior to his music career, Coy held low-wage jobs including at a and as a door-to-door salesman, and later engaged in distribution. Coy entered the hip-hop scene in 1994, debuting under the SPM moniker the following year. In 1995, he co-founded Dope House Records with his brother Arthur Coy and associate Juan Sotomayor, an independent label focused on Southern hip-hop and Chicano rap artists from Houston's underground circuit. The label distributed his early mixtapes and albums, which featured themes of street life, hustling, and regional pride, gaining a cult following in Texas and beyond without major label support. Key releases include Hustle Town (1998), The 3rd Wish: To Rock the World (1999), and Never Change (2001), which emphasized raw production and bilingual lyrics blending English and Spanish. Post-incarceration efforts by Dope House continued sporadic releases attributed to SPM, such as When Devils Strike (2006) and The Son of Norma (2013), often compiled from unreleased material or collaborations. In February 2002, Coy was arrested and charged with two counts of of a under Penal Code § 22.021, involving a nine-year-old female relative. Following a in , he was convicted on May 30, 2002, and sentenced to 45 years in without eligibility until serving half the term. The conviction stemmed from testimony alleging assaults occurring between 1997 and 2000 at Coy's residence; defense claims of fabrication were rejected by the and upheld on direct , with the First Court of Appeals affirming the verdict in 2003 based on sufficient evidence including victim statements and corroboration. Subsequent petitions, including a 2007 federal filing, were denied for lack of merit. Coy has consistently proclaimed his innocence through label statements and supporters, attributing the case to false accusations amid his rising fame, though no exonerating evidence has altered the judicial outcome. As of January 13, 2025, Coy remains incarcerated at the Wallace Pack Unit in , having been denied after 23 years served; his next review is scheduled for 2028. persists under family management, maintaining SPM's catalog availability on streaming platforms and issuing occasional archival projects, sustaining a niche fanbase despite the legal fallout.

Other Uses

Super Pursuit Mode

Super Pursuit Mode (SPM) refers to a fictional high-speed transformation capability of the Knight Industries Two Thousand (K.I.T.T.), the self-driving Pontiac Trans Am featured as the protagonist vehicle in the American television series , which aired from to 1986. Debuting in the fourth-season episode "Knight of the Juggernaut," broadcast on October 4, 1985, SPM was engineered by the Foundation for Law and Government (F.L.A.G.) to equip K.I.T.T. for escalated pursuit scenarios against heavily armed adversaries, such as the episode's . The mode enhances K.I.T.T.'s and power output through structural modifications, enabling sustained high-velocity chases that exceed the vehicle's standard performance envelope of approximately 300 mph. Activation occurs via a dedicated button pressed by K.I.T.T.'s primary operator, Michael Knight, prompting hydraulic or mechanical extensions including pop-out side wings for , a deployable rear for , and a raised front bumper to optimize and traction. These alterations reduce coefficients while integrating with K.I.T.T.'s existing turbojet-assisted , oil-slick dispensers, and computer-controlled , allowing for abrupt —demonstrated in episodes as surging from 70 mph to over 100 mph in seconds—and improved braking via a roof-mounted flap that generates aerodynamic resistance akin to air brakes on high-performance . SPM also incorporates heat dissipation vents to manage engine thermal loads during prolonged operation, reflecting the series' portrayal of K.I.T.T. as a molecularly bonded shell with reinforced micro-lattice for durability under stresses. In the series' narrative, SPM represented an evolutionary upgrade amid rising threats, with K.I.T.T.'s onboard AI voice-actor, , announcing "Super Pursuit Mode activated" during deployment, often synchronized with the theme's synth motifs for dramatic effect. Production utilized modified 1983 Pontiac Firebird SE coupes supplied by , customized by automotive designer George Barris; close-up hero cars featured functional flaps and intakes powered by , while stunt vehicles employed fixed body kits for practicality. Post-series, original SPM-configured K.I.T.T.s were dismantled or crushed due to wear and contractual obligations, though functional replicas—incorporating LED scanners, smoke effects, and partial transformations—have appeared in auctions, such as a 2018 sale of a Barris-built example, and fan restorations using modern parts for exhibitions.

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