{"id":"W4399305464","doi":"10.1097/cxa.0000000000000204","title":"Reporting on Diverse Current Practices","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Computer science; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01653549,0.0007922925,0.0009331075,0.01133343,0.003021086,0.006460192,0.00365651,0.00240708,0.06462538],"category_scores_gemma":[0.1372271,0.0006704505,0.001326613,0.01311602,0.001414096,0.006063758,0.008295089,0.004200696,0.03058176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006263168,"about_ca_system_score_gemma":0.01600197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03582307,"about_ca_topic_score_gemma":0.02730952,"domain_scores_codex":[0.9520669,0.01308965,0.01175412,0.003904015,0.01613853,0.003046725],"domain_scores_gemma":[0.7917715,0.03111439,0.04101641,0.01855647,0.09545945,0.02208179],"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":[0.00008819856,0.0001024527,0.05622379,0.001487026,0.00007644248,0.0005330139,0.005464901,0.00007998224,0.0003855651,0.003635806,0.7338941,0.1980287],"study_design_scores_gemma":[0.00003155624,0.00007359694,0.0414457,0.004548533,0.0000388731,0.001438694,0.01058242,0.0001727839,0.0002594244,0.001777922,0.939523,0.0001076132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06022299,0.04466355,0.01148719,0.2138499,0.02485397,0.003738282,0.1367832,0.003593144,0.5008076],"genre_scores_gemma":[0.3013636,0.1179112,0.03777181,0.1933661,0.02624325,0.008114349,0.1218072,0.004147501,0.189275],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06462538,"threshold_uncertainty_score":0.2161934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4241677502304784,"score_gpt":0.5369974780365094,"score_spread":0.112829727806031,"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."}}