{"id":"W6902141739","doi":"10.6084/m9.figshare.24104422.v1","title":"Additional file 1 of Emerging adult perceptions of higher-risk cannabis consumption behaviours","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Perception; Consumption (sociology); Cannabis; Binge drinking; Affect (linguistics); Young adult","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001819614,0.0005109273,0.0008229021,0.001479226,0.001244507,0.0009236329,0.0009165534,0.0008360413,0.8355505],"category_scores_gemma":[0.028639,0.0003757897,0.0005213112,0.001872423,0.0002064804,0.001652193,0.0009988714,0.001205102,0.1070067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142969,"about_ca_system_score_gemma":0.001391522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125181,"about_ca_topic_score_gemma":0.02335528,"domain_scores_codex":[0.9992974,0.0003762701,0.00007295029,0.00006616639,0.0001060212,0.00008127552],"domain_scores_gemma":[0.9791519,0.01750621,0.0006523198,0.0004374448,0.001886201,0.0003658688],"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":[0.0002054418,0.000274848,0.001945991,0.001106963,0.000009505495,0.00005711325,0.001046006,0.0001630167,0.00001997604,0.0009631471,0.9806612,0.01354676],"study_design_scores_gemma":[0.003840548,0.0007664013,0.08283701,0.008032965,0.0001395985,0.0008813009,0.0156878,0.002717538,0.0005789436,0.01837368,0.8658656,0.0002786125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.006747291,0.0001393675,0.001337059,0.001555558,0.0001656702,0.003022977,0.9665709,0.0003631281,0.02009804],"genre_scores_gemma":[0.1170466,0.001605721,0.01905054,0.004267169,0.0003936889,0.0746515,0.6687235,0.000948201,0.113313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8355505,"threshold_uncertainty_score":0.2345673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03632205262001725,"score_gpt":0.3014544045786592,"score_spread":0.2651323519586419,"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."}}