{"id":"W3134817541","doi":"10.1097/cxa.0000000000000101","title":"Policy Brief: CSAM in Support of the Decriminalization of Drug Use and Possession for Personal Use","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Decriminalization; Criminalization; Possession (linguistics); Criminal justice; Addiction; Criminology; Punitive damages; Medicine; Drug; Harm reduction; Public health; Political science; Law; Psychiatry; Psychology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004196837,0.00007231539,0.0001908307,0.0002360179,0.00009658384,0.00002542195,0.00006350637,0.00005730524,0.00004076748],"category_scores_gemma":[0.001363486,0.00004748249,0.00007380322,0.0003151858,0.0001190324,0.0002104777,0.00000999965,0.0001792212,1.985106e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962555,"about_ca_system_score_gemma":0.002608338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01793667,"about_ca_topic_score_gemma":0.09187125,"domain_scores_codex":[0.9990928,0.0001102481,0.0003649491,0.00007427747,0.0002156268,0.0001421535],"domain_scores_gemma":[0.9987156,0.0001534048,0.0002934121,0.0001225721,0.000519395,0.0001956547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001490027,0.000299926,0.6905695,0.0004634395,0.0004276459,0.0002153845,0.1770144,0.0003859129,0.04131007,0.002119603,0.05014417,0.03555992],"study_design_scores_gemma":[0.002859029,0.0004470006,0.9503828,0.00079757,0.0004747647,0.001365195,0.01309053,0.0009358771,0.01727171,0.0003892163,0.01186203,0.0001242444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943054,0.0001159257,0.0001074534,0.005027038,0.0001512975,0.0001598961,0.00007042308,0.000001405307,0.00006115175],"genre_scores_gemma":[0.9984968,0.0000704007,0.0001594215,0.0005398551,0.0001370572,0.000001219747,0.00001692052,0.00001318679,0.0005651776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2598133,"threshold_uncertainty_score":0.988603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05351864703243842,"score_gpt":0.3220557372093079,"score_spread":0.2685370901768694,"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."}}