{"id":"W1797727329","doi":"10.32396/usurj.v1i2.115","title":"What’s Your Cap? The Highlights and Lowlights of Developing a Research and Theory-Driven Binge Drinking Prevention Initiative on a Canadian University Campus","year":2015,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Health, Saskatchewan; Saskatchewan Health Research Foundation","keywords":"Binge drinking; Public relations; Alcohol consumption; Political science; Consumption (sociology); Psychology; Sociology; Suicide prevention; Environmental health; Poison control; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02173542,0.0007212118,0.000640198,0.001182903,0.02605548,0.01794014,0.003045108,0.005163658,0.008760323],"category_scores_gemma":[0.03811301,0.0004035998,0.0006968985,0.001677716,0.01612345,0.009575196,0.008428087,0.01325543,0.002118998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03791839,"about_ca_system_score_gemma":0.1631682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4951415,"about_ca_topic_score_gemma":0.6888293,"domain_scores_codex":[0.98691,0.004364002,0.0003271429,0.0007459593,0.004989968,0.002662872],"domain_scores_gemma":[0.9459903,0.006533245,0.001458845,0.001551122,0.01907319,0.02539333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000148975,0.0004410761,0.01734811,0.001552087,0.00005077091,0.001110336,0.06615429,0.000338434,0.001629643,0.06774612,0.5363849,0.3070953],"study_design_scores_gemma":[0.00003069928,0.0002961515,0.01646435,0.001837783,0.00004444157,0.0005251562,0.1257721,0.0004294997,0.001457932,0.0144309,0.8385202,0.0001907905],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01470037,0.006950128,0.00280943,0.93671,0.01275403,0.0001906377,0.0001243196,0.0001836886,0.02557746],"genre_scores_gemma":[0.537286,0.03950953,0.0283913,0.3203223,0.008047584,0.0007559497,0.0003735491,0.0006886224,0.0646252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5048585,"threshold_uncertainty_score":0.9845189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251309956588323,"score_gpt":0.3359761671030437,"score_spread":0.2108451714442113,"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."}}