{"id":"W4324049817","doi":"10.1037/cbs0000368","title":"A better high? Understanding mode preferences among young adult cannabis users.","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cannabis; Psychology; Mode (computer interface); Developmental psychology; Computer science; Psychiatry; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0006501045,0.0001555065,0.0002972219,0.000539357,0.0004965279,0.001262568,0.0003216842,0.0005344951,0.004287302],"category_scores_gemma":[0.003530143,0.0002674724,0.0003149591,0.0003973796,0.0002388209,0.001209038,0.0005312967,0.0006671806,0.0006592143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299784,"about_ca_system_score_gemma":0.0006730575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06495318,"about_ca_topic_score_gemma":0.1408771,"domain_scores_codex":[0.9997808,0.00004839329,0.00001759003,0.0000342733,0.00006757497,0.00005130083],"domain_scores_gemma":[0.9989981,0.0003344898,0.0002706155,0.00003233062,0.0001789774,0.0001855505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002098137,0.0001459258,0.9437757,0.0001741229,0.00006351213,0.0001416816,0.01376642,0.00003794935,0.0009719459,0.0002508023,0.0009066922,0.03955537],"study_design_scores_gemma":[0.000004343202,0.00008256146,0.9831871,0.0001772478,0.00003349766,0.0002390679,0.01389391,0.0001683346,0.0001336156,0.0002921658,0.001772223,0.00001584692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944698,0.002095518,0.0002093535,0.0004178791,0.00001580545,0.00001594844,0.0004553567,0.000003439751,0.002316984],"genre_scores_gemma":[0.9965625,0.001684455,0.0003472802,0.0002051004,0.000007481749,0.0000145549,0.0002321022,0.000003304918,0.0009431322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06495318,"threshold_uncertainty_score":0.1291502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201126050917609,"score_gpt":0.2942779476364742,"score_spread":0.1741653425447133,"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."}}