{"id":"W4401010148","doi":"10.17269/s41997-024-00907-4","title":"Assessing the implementation of evidence-based alcohol policies on Atlantic Canadian post-secondary campuses: A comparative analysis","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Nova Scotia; Dalhousie University; University of New Brunswick; Canadian Centre on Substance Use and Addiction; Acadia University; St. Francis Xavier University","funders":"Research Nova Scotia","keywords":"Harm; Rubric; Enforcement; Quality (philosophy); Best practice; Public relations; Political science; Business; Psychology; Medical education; Medicine; Social psychology; Mathematics education","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":[0.04085306,0.000520674,0.001300645,0.01122893,0.005153997,0.00480415,0.003199539,0.00082319,0.003342675],"category_scores_gemma":[0.1037064,0.0004071795,0.001450029,0.01907536,0.002422059,0.001425449,0.003345146,0.001359282,0.0002303147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1165518,"about_ca_system_score_gemma":0.2404611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9745968,"about_ca_topic_score_gemma":0.9867957,"domain_scores_codex":[0.9660268,0.004912646,0.002581234,0.001340182,0.02149569,0.003643482],"domain_scores_gemma":[0.8490352,0.02332923,0.01593975,0.003920853,0.09733263,0.01044244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000955906,0.0005068003,0.7501523,0.007329538,0.001978069,0.0001734522,0.01287708,0.0007953249,0.0005183578,0.003024779,0.007544846,0.2141436],"study_design_scores_gemma":[0.00005774375,0.0002902194,0.9726169,0.0029401,0.000728934,0.00004259507,0.01087096,0.0004593144,0.0003526109,0.0001378767,0.01141624,0.00008637624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936355,0.01845541,0.001566222,0.004176387,0.0001808938,0.00213227,0.008852296,0.00007857822,0.0282029],"genre_scores_gemma":[0.9878865,0.006363956,0.002441177,0.0004357354,0.00002102166,0.0003583645,0.001664537,0.00001559906,0.0008129411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165518,"threshold_uncertainty_score":0.8456464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2629999860309635,"score_gpt":0.4603184569808248,"score_spread":0.1973184709498613,"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."}}