{"id":"W2980337890","doi":"","title":"The Heroin Machine","year":2019,"lang":"en","type":"article","venue":"Dalhousie review","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Heroin; Computer science; Medicine; Pharmacology; Drug","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000654199,0.0001626066,0.0003580996,0.00001578442,0.0001592517,0.00002362827,0.0003329227,0.00004776469,0.002794889],"category_scores_gemma":[0.00004629167,0.00009372489,0.0001531962,0.0001584194,0.00006516496,0.00003535535,0.00006080504,0.0002258607,0.01503898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000161396,"about_ca_system_score_gemma":0.00001680031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005487198,"about_ca_topic_score_gemma":0.00007458239,"domain_scores_codex":[0.9987337,0.0001994805,0.0002868666,0.000258333,0.0001666375,0.000354977],"domain_scores_gemma":[0.9988834,0.0002181427,0.0001063047,0.0007055697,0.00003636732,0.00005025854],"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":[0.00003296198,0.0001361807,0.003348132,0.002800852,0.000409774,0.00004282085,0.007061268,2.319905e-7,0.00001803359,0.02843219,0.5747756,0.3829419],"study_design_scores_gemma":[0.0002261933,0.00004350701,0.001241862,0.0005285731,0.00005888412,0.00002130493,0.001034065,0.000001241293,0.000001079633,0.0001547613,0.9965511,0.0001374287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004809008,0.839841,0.00001041928,0.01582671,0.00114741,0.0007313533,0.000007310389,0.0001018746,0.1375249],"genre_scores_gemma":[0.1516845,0.6945716,0.00006890475,0.01015907,0.0005990068,0.0002404418,0.00002143186,0.0001053224,0.1425497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4217754,"threshold_uncertainty_score":0.9981167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769857577928075,"score_gpt":0.3190646041765201,"score_spread":0.2913660283972393,"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."}}