{"id":"W7037845186","doi":"","title":"Evaluating the Pragmatic and Moralistic Approach to Drug Policy and Addiction in Opioid Epidemic Outcomes","year":2021,"lang":"en","type":"article","venue":"School for International Training Digital Collections (School for International Training)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Harm reduction; Harm; Public policy; Public health; Opioid; Heroin; Opioid epidemic; Opioid addiction; Pragmatism","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":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001115261,0.0002891092,0.0003590945,0.0007935796,0.0007218678,0.00106057,0.0007503772,0.0001089736,0.00001517484],"category_scores_gemma":[0.02671472,0.0002565952,0.0001654583,0.0008498867,0.0001469854,0.0009431042,0.0003394248,0.0003568061,0.000004810606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635868,"about_ca_system_score_gemma":0.000549323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003917104,"about_ca_topic_score_gemma":0.0000877618,"domain_scores_codex":[0.9975784,0.00006761877,0.0007184438,0.0007532657,0.0004719716,0.0004102818],"domain_scores_gemma":[0.99673,0.001748319,0.0002153013,0.0002841204,0.0008487818,0.0001734393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003601846,0.0005553676,0.01475703,0.0001001248,0.002000211,0.000009614132,0.02586938,0.005204521,0.0001657901,0.8285002,0.03019739,0.09228023],"study_design_scores_gemma":[0.007639009,0.0006636832,0.04379841,0.0004664898,0.0001205999,0.0005141205,0.01570054,0.3624495,0.00004268336,0.489132,0.07812501,0.00134798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2476437,0.000535046,0.5999084,0.05407593,0.01094907,0.004710998,0.001931593,0.0008679291,0.07937738],"genre_scores_gemma":[0.9076718,0.00002656313,0.07310683,0.001656634,0.000678407,0.001813211,0.0001794335,0.00003414707,0.01483298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6600281,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09019593394833585,"score_gpt":0.3719437411488002,"score_spread":0.2817478072004644,"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."}}