{"id":"W2189754674","doi":"10.1371/journal.pone.0139344","title":"A Review of the Statistical and Quantitative Methods Used to Study Alcohol-Attributable Crime","year":2015,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; University of Victoria","keywords":"Geospatial analysis; Neighbourhood (mathematics); Population; Poison control; Computer science; Geography; Data science; Environmental health; Cartography; Medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04616764,0.001367232,0.002697409,0.01322691,0.0009490896,0.003365152,0.002158132,0.001713509,0.004691823],"category_scores_gemma":[0.1205069,0.001170876,0.002466073,0.01737295,0.00321039,0.003413481,0.001488941,0.003093429,0.001440203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004310787,"about_ca_system_score_gemma":0.00803144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030971,"about_ca_topic_score_gemma":0.01605199,"domain_scores_codex":[0.9557739,0.02533151,0.007582524,0.002365438,0.008609774,0.0003368752],"domain_scores_gemma":[0.7783487,0.1941044,0.00793478,0.003339453,0.01582123,0.0004513712],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008860495,0.00007479374,0.00577194,0.0957576,0.0009855892,0.000168275,0.001348267,0.001100784,0.0005290811,0.02494591,0.04298697,0.8262421],"study_design_scores_gemma":[0.00004502474,0.0002814245,0.0262324,0.1840416,0.0015803,0.001510914,0.001663494,0.001674923,0.0009053505,0.03950933,0.7422611,0.0002942653],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007062223,0.9711207,0.01859282,0.005417819,0.0009252804,0.0002057592,0.000851822,0.00006855779,0.002111049],"genre_scores_gemma":[0.005214813,0.9718881,0.01838339,0.002234532,0.0006996018,0.0005146516,0.0004566283,0.00006554465,0.0005427519],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9538324,"threshold_uncertainty_score":0.2441608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6758948681928361,"score_gpt":0.5894371682056134,"score_spread":0.08645769998722264,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}