{"id":"W3003281269","doi":"10.26828/cannabis.2020.01.005","title":"Cannabis and College Students in British Columbia: Attitudes, Patterns of Consumption and Perception of Harm","year":2020,"lang":"en","type":"article","venue":"Cannabis","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Langara College","funders":"","keywords":"Cannabis; Recreation; Anxiety; Psychiatry; Psychology; Medicine; Consumption (sociology); Clinical psychology; Harm; Neurocognitive; Cognition; Environmental health; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002454277,0.0001115339,0.0004822101,0.00008748523,0.00004593397,0.00005045657,0.00009913541,0.0001203917,0.0003796503],"category_scores_gemma":[0.000123045,0.0001613923,0.00005797894,0.0002197937,0.0002356462,0.00008783484,0.0001410621,0.0002186367,0.000001505515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009601411,"about_ca_system_score_gemma":0.0001563889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02760968,"about_ca_topic_score_gemma":0.03173349,"domain_scores_codex":[0.9984354,0.00006164378,0.0004188436,0.000368482,0.0004637495,0.0002518767],"domain_scores_gemma":[0.9992232,0.000004478828,0.0001026761,0.0001564547,0.0002165875,0.0002965451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009650178,0.0001691111,0.9370466,0.001472517,0.00003945429,0.00007302326,0.0007927564,6.623852e-7,0.006329866,0.000004937795,0.04910638,0.004868214],"study_design_scores_gemma":[0.0026323,0.0005499623,0.9901061,0.0003053455,0.00004872773,0.0000728112,0.0009990215,0.00005573736,0.0002449862,0.000004685069,0.004852049,0.0001282859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929632,0.0007532885,0.000006165518,0.00505672,0.0000398601,0.0007670657,0.0003606233,0.00001544479,0.00003760747],"genre_scores_gemma":[0.994908,0.0008401825,0.00003293467,0.0003872486,0.000047393,0.0000654232,0.00003029955,0.00002359699,0.003664876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05305951,"threshold_uncertainty_score":0.9859349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092131734262426,"score_gpt":0.3056082664894239,"score_spread":0.2846869491467997,"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."}}