{"id":"W7112472845","doi":"","title":"Impact of Legalization on Cannabis Use, Attitudes, and Purchasing Preferences: A Panel Study of Canadian Young Adults","year":2023,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legalization; Cannabis; Young adult; Purchasing; Marijuana smoking","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009214069,0.0002918282,0.0004192452,0.000992345,0.003983206,0.001417384,0.0007154295,0.0006150077,0.003133957],"category_scores_gemma":[0.001683227,0.0004086184,0.0007547994,0.002458347,0.0007787198,0.0005781653,0.0008287695,0.001134432,0.0003726551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01717544,"about_ca_system_score_gemma":0.02423743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937493,"about_ca_topic_score_gemma":0.9975964,"domain_scores_codex":[0.9993394,0.00005804464,0.00003752142,0.00007743822,0.0002212592,0.0002663446],"domain_scores_gemma":[0.9985096,0.0001002412,0.0002383241,0.00004570646,0.0006599753,0.0004460892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006499407,0.00009638059,0.9893748,0.00003199399,0.00004964674,0.00006087035,0.00550506,0.00004190666,0.0001630099,0.00009507302,0.000997454,0.00351878],"study_design_scores_gemma":[0.00000491541,0.0000282207,0.9929267,0.00003042737,0.00001976459,0.00002393243,0.005986862,0.00008175734,0.00004301576,0.00001747776,0.000825048,0.00001194298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962901,0.0003309489,0.00004125824,0.0002896223,0.000007624739,0.0000435547,0.001707389,0.000002546375,0.001287122],"genre_scores_gemma":[0.9966503,0.0005220437,0.0001495237,0.0002420508,0.000004799348,0.00002632401,0.001212503,0.00000348751,0.001189074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01717544,"threshold_uncertainty_score":0.1246171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468269507096571,"score_gpt":0.2952264425478757,"score_spread":0.2483994918382186,"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."}}