{"id":"W3007300496","doi":"10.1111/add.14989","title":"Commentary on Chan & Hall (2020): Advances in specifying cannabis consumption","year":2020,"lang":"en","type":"letter","venue":"Addiction","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Cannabis; Consumption (sociology); Psychological intervention; Environmental health; Population; Cannabis Dependence; Public health; Medicine; Demography; Psychology; Psychiatry; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001647796,0.0003580468,0.0005270987,0.0004082064,0.0001199973,0.00004714419,0.0001405046,0.0004581679,0.001991256],"category_scores_gemma":[0.00006723415,0.0003483646,0.0001832077,0.0003353215,0.0001152774,0.0001502952,0.00006787466,0.00286089,0.0005385808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000817238,"about_ca_system_score_gemma":0.0001176903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006102123,"about_ca_topic_score_gemma":0.0006179841,"domain_scores_codex":[0.9973992,0.0001456705,0.0004300335,0.0006825784,0.0008135418,0.0005289596],"domain_scores_gemma":[0.999142,0.00001886993,0.000155366,0.0004269753,0.00009289369,0.0001639261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003294523,0.00006547545,0.0006988098,0.0004050742,0.00004946132,0.0006533028,0.000112138,0.000005581457,0.0001813849,0.000004191176,0.9785748,0.01892034],"study_design_scores_gemma":[0.0009735663,0.0004617786,0.001978129,0.0005748334,0.00007530213,0.00005398965,0.00002302101,0.00004950574,0.000172072,0.00003796072,0.9953197,0.0002801007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001716067,0.002616775,0.00003044355,0.9913805,0.0009895052,0.0009088787,0.0001950985,0.0001258058,0.002036936],"genre_scores_gemma":[0.001989828,0.006986624,0.00005138426,0.9629878,0.01018534,0.0002979173,0.004314027,0.0001088598,0.01307822],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02839269,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871723415503612,"score_gpt":0.3109252143937632,"score_spread":0.2822079802387271,"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."}}