{"id":"W4386698613","doi":"10.26828/cannabis/2023/000160","title":"Predictors of Cannabis Use Among Canadian University Students","year":2023,"lang":"en","type":"article","venue":"Cannabis","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; University of Saskatchewan","keywords":"Cannabis; Psychosocial; Psychology; Coping (psychology); Clinical psychology; Cannabis Dependence; Big Five personality traits; Personality; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004559688,0.0003331898,0.0003593026,0.001633682,0.003218815,0.001222501,0.0009273982,0.0004823979,0.00442953],"category_scores_gemma":[0.002306035,0.0002755296,0.0004896204,0.002547099,0.0006370901,0.0002434127,0.0008088694,0.0008851801,0.0004324936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00825058,"about_ca_system_score_gemma":0.01627862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9578016,"about_ca_topic_score_gemma":0.9717581,"domain_scores_codex":[0.9993302,0.00003743815,0.00002917452,0.00006140157,0.0003070498,0.0002348059],"domain_scores_gemma":[0.9983703,0.00007896387,0.0002987102,0.00003720794,0.0005877498,0.0006270416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002249694,0.00002683459,0.9968104,0.00001246886,0.00001056519,0.00003471836,0.0002305454,0.00001979136,0.00007687898,0.00002739872,0.0004903838,0.002237535],"study_design_scores_gemma":[0.000002117064,0.00001308182,0.9984304,0.00001776156,0.000007809786,0.00003787785,0.0009071351,0.00008195486,0.00002548724,0.00001235409,0.0004592724,0.000004523977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952793,0.0004140458,0.00003811558,0.0004429537,0.00001553726,0.00003355444,0.001312226,0.000008318831,0.002456041],"genre_scores_gemma":[0.9983464,0.0003198134,0.00007963861,0.00006084398,0.00000707346,0.000009907778,0.0005617259,0.000002840131,0.0006116717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04219836,"threshold_uncertainty_score":0.0848937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795446333462121,"score_gpt":0.2731698707927017,"score_spread":0.2552154074580805,"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."}}