{"id":"W3091948540","doi":"10.1111/dar.13159","title":"A timely piece that resonates with the South African experience: Commentary on Stockwell <i>et al</i>.","year":2020,"lang":"en","type":"letter","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alcohol industry; Competition (biology); Coronavirus disease 2019 (COVID-19); Control (management); Service (business); Point (geometry); Business; Medicine; Marketing; Economics; Management; Advertising","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"],"consensus_categories":[],"category_scores_codex":[0.0001676299,0.0005386372,0.001024942,0.000048552,0.0001548176,0.00004607848,0.0002320168,0.00007074924,0.0001901402],"category_scores_gemma":[0.0000152362,0.0002593763,0.000218234,0.0002260797,0.0001953145,0.00006215172,0.00005864782,0.001085629,0.00009216274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004710858,"about_ca_system_score_gemma":0.0000472206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001651607,"about_ca_topic_score_gemma":0.000006009327,"domain_scores_codex":[0.9980171,0.0001808696,0.0002578707,0.0005929723,0.0005952572,0.0003559821],"domain_scores_gemma":[0.9986932,0.0003233987,0.0002214968,0.0006092261,0.00003411625,0.0001185138],"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":[0.00007239491,0.00002531707,0.001816474,0.0006014406,0.0001905487,0.0006449085,0.003340716,2.714069e-8,7.396137e-7,0.000002739899,0.9909013,0.002403407],"study_design_scores_gemma":[0.001084642,0.0001728906,0.0001181151,0.00783728,0.0007599251,0.00004359118,0.0009712731,0.000001307336,0.00002863709,0.000005105773,0.988677,0.0003002184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001602477,0.1491406,7.919805e-7,0.8463573,0.00005738814,0.001335088,0.0000252759,0.00007386837,0.001407153],"genre_scores_gemma":[0.004988874,0.0903382,0.00004893713,0.9012661,0.000316063,0.0002549098,0.0003739679,0.00006519487,0.002347727],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05880239,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588945730480841,"score_gpt":0.3010516161718124,"score_spread":0.255162158867004,"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."}}