{"id":"W3159996865","doi":"10.1080/07448481.2021.1910272","title":"Student perceptions of cannabis use","year":2021,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"Mount Allison University","keywords":"Cannabis; Psychology; Perception; College health; Marijuana smoking; Medicine; Clinical psychology; Psychiatry; Substance use; Family medicine; Polysubstance dependence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005199597,0.000105884,0.0007207814,0.0002634094,0.00009353564,0.00001672727,0.0001032265,0.0000278953,0.00035442],"category_scores_gemma":[0.0003192647,0.00008648273,0.0002727016,0.0008903508,0.0002309862,0.000082421,0.00005011069,0.0004025198,0.000003020673],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345972,"about_ca_system_score_gemma":0.008212376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006697983,"about_ca_topic_score_gemma":0.0002691821,"domain_scores_codex":[0.9977635,0.0001894077,0.0007579696,0.0001378764,0.000836962,0.0003143396],"domain_scores_gemma":[0.9972341,0.00002838558,0.0005696045,0.0002677996,0.001323847,0.0005762641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005693455,0.002004331,0.1613156,0.0003246986,0.0002458237,0.001113384,0.002488329,0.00003738957,0.005398994,0.0004360059,0.8108052,0.01526089],"study_design_scores_gemma":[0.001482349,0.003684418,0.8020993,0.000154175,0.000053163,0.00200329,0.01710927,0.00001748881,0.0003745354,0.000007750503,0.1729258,0.00008847508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034752,0.0006675897,0.00008493294,0.09493785,0.0001653352,0.0001885788,0.00007069763,0.000005428972,0.000404338],"genre_scores_gemma":[0.9775481,0.001093894,0.001968764,0.002789772,0.0002564747,0.000004815141,0.000003766848,0.00002288027,0.0163116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6407837,"threshold_uncertainty_score":0.9974101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343957033791262,"score_gpt":0.3775321763131854,"score_spread":0.3540926059752728,"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."}}