{"id":"W4366208936","doi":"10.7202/1098562ar","title":"Frameworks and Practices in Bioethics","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioethics; Ethical theory; Set (abstract data type); Engineering ethics; Sociology; Epistemology; Philosophy; Political science; Computer science; Law","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":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02868277,0.0001388918,0.0003167305,0.0007999519,0.000931036,0.00004650047,0.0003968932,0.002531502,0.0002401848],"category_scores_gemma":[0.1456102,0.000126818,0.0000467219,0.001029356,0.001916296,0.00039078,0.00006681347,0.03547594,0.0001833739],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428375,"about_ca_system_score_gemma":0.008891056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0412603,"about_ca_topic_score_gemma":0.3862341,"domain_scores_codex":[0.9945165,0.00317195,0.0008936746,0.0001908706,0.0005494299,0.0006775897],"domain_scores_gemma":[0.9688348,0.02754156,0.001414704,0.0002746033,0.0008044865,0.001129892],"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":[0.0001330485,0.00004196272,0.3825812,0.001164548,0.0001315061,0.003163587,0.08450328,0.0000604376,0.00007254447,0.4590699,0.06128794,0.007789974],"study_design_scores_gemma":[0.001927086,0.0004141195,0.06479757,0.004194509,0.0001303203,0.0001986745,0.1898275,0.0006681025,0.00002995526,0.3907453,0.3464502,0.0006167318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2297097,0.002616986,0.0003421867,0.7443243,0.006197419,0.0004269852,0.00003078546,0.0000486007,0.016303],"genre_scores_gemma":[0.9736773,0.004010928,0.002354614,0.01858078,0.0008797898,0.000005654909,0.000003913627,0.0000393241,0.0004477101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7439676,"threshold_uncertainty_score":0.9987634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3307020269531207,"score_gpt":0.5666626382034259,"score_spread":0.2359606112503052,"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."}}