Bibliographic record
Abstract
Contents: Introduction Part I Reducing Supply: Evaluating explanations of the Australian 'heroin shortage', Loisa Degenhardt, Peter Reuter, Linette Collins and Wayne Hall Changes in Canadian heroin supply coinciding with the Australian heroin shortage, Evan Wood, Jo-Anne Stoltz, Kathy Li, Julio Montaner and Thomas Kerr Strategies to avoid arrest: crack sellers' response to intensified policing, Bruce D. Johnson and Mangai Natarajan A spatial analysis of green teams: a tactical response to marijuana production in British Columbia, Aili E. Malm and George E. Tita Police officers on drug corners in Philadelphia: drug crime, and violent crime: intended, diffusion, and displacement impacts, Brian A. Lawton, Ralph B. Taylor and Anthony J. Luongo The multilateralization of policing: the case of illicit synthetic drug control, Adrian Cherney, Juani O'Reilly and Peter Grabosky. Part II Reducing Demand: Reports of substance abuse prevention programming available in schools, Zili Sloboda, Amod Pyakuryal, Peggy C. Stephens, Brent Teasdale, David Forrest, Richard C. Stephens and Scott F. Grey Promoting science-based prevention in communities, J. David Hawkins, Richard F. Catalano and Michael W. Arthur Faith-based prevention model: a rural African-American case study, Adam E. Barry, Mary S. Sutherland and Gregory J. Harris Assessing the effects of school based drug-education: a 6-year multilevel analysis of Project DARE, Dennis P. Rosenbaum and Gordon S. Hanson Effectiveness of community-based outreach in preventing HIV/AIDS among injecting drug users, Richard H. Needle, Dave Burrows, Samuel R. Friedman, Jimmy Dorabjee, Graziele TouzA(c), Larissa Badrieva Jean-Paul Grund, Munirathinam Suresh Kumar, Luciano Nigro, Greg Manning and Carl Latkin Evaluation of a media campaign aimed at preventing initiation into drug injection among street youth, A%olise Roy, VA(c)ronique Denis, Natalia GutiA(c)rrez, Nancy Haley, Carole Morissette and Jean-FranA ois Boudreau. Part III Reducing the Harms or Risks Associated with Drug Abuse: HIV incidence among injection drug users in New York City, 1990 to 2002: use of serologic test algorithm to assess expansion of HIV prevention services, Don C. Des Jarlais, Theresa Perlis, Kamyar Arasteh, Lucia V. Torian, Sara Beatrice, Judith Milliken, Donna Mildvan, Stanley Yancovitz and Samuel R. Friedman Patterns of HIV prevalence and HIV risk behaviors among injection drug users prior to and 24 months following implementation of cross-border HIV prevention interventions in Northern Vietnam and Southern China, Theodore M. Hammett, Ryan Kling, Patrick Johnston, Wei Liu, Doan Ngu, Patricia Friedmann, Kieu Thanh Binh, Ha Viet Dong, Ly Kieu Van, Meng Donghua, Yi Chen and Don C. Des Jarlais Full participation in harm reduction programmes is associated with decreased risk for human immunodeficiency virus and hepatitis C virus: evidence from Amsterdam cohort studies among drug users, Charlotte van den Berg, Colette Smit, Giel van Brussel, Roel Coutinho and Maria Prins Characteristics of young illicit drug injectors who use North America's first medically supervised safer injecting facility, Jo-Anne M. Stoltz, Evan Wood, Cari Miller, Will Small, Kathy Li, Mark Tyndall, Julio Montaner and Thomas Kerr Incidence of heroin use in Zurich, Switzerland: a treatment case register analysis, Carlos Nordt and Rudolf Stohler Substance use and quality of life over 12 months among buprenorphine maintenance-treated and methadone maintenance-treated heroin-addicted patients, Icro Maremmani, Pier Paolo Pani, Matteo Pacini and Giulio Perugi. Part IV Reducing Addiction through Treatment and Rehabilitation: The effectiveness of drug abuse treatment: a meta-analysis of comparison group studies, Michael L. Prendergast, Deborah Podus, Eunice Chang and Darren Urada Different needs: women's drug use and treatment in the UK, Mark Simpson and Julie McNulty Assessing sex differences on treatment effectiveness from the Drug Abuse Treatment Outcome Study (DATOS), Suddhasatta Acharyya and Heping Zhang Behavioral treatment approaches for methamphetamine dependence and HIV-related sexual risk behaviors among urban gay and bisexual men, Steven Shoptaw, Cathy J. Reback, James A. Peck, Xiaowei Yang, Erin Rotheram-Fuller, Sherry Larkins, Rosemary C. Veniegas, Thomas E. Freese and Christopher Hucks-Ortiz Drug user treatment within a criminal justice context, Mike Hough Substance use, drug treatment and crime: an examination of intra-individual variation in a drug court population, Denise C. Gottfredson, Brook W. Kearley and Shawn D. Bushway. Part V Drug Policy and Prescriptions: To legalize or not to legalize? Economic approaches to the decriminalization of drugs, Anne Line Bretteville-Jensen The economics of drug prohibition and drug legalization, Jeffrey A. Miron Drug policy developments within the European Union: the destabilizing effects of Dutch and Swedish drug policies, Caroline Chatwin Interpreting Dutch cannabis policy: reaso
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".