{"id":"W2888057861","doi":"10.1111/bioe.12489","title":"Political legitimacy and research ethics","year":2018,"lang":"en","type":"article","venue":"Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Legitimacy; Democracy; Political science; Context (archaeology); Democratic legitimacy; Compliance (psychology); Declaration; Law; Politics; Ideal (ethics); Order (exchange); Sociology; Public administration; Law and economics; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.05654372,0.0001303868,0.0001944927,0.0001461008,0.005010216,0.00003554884,0.000354097,0.002214183,0.0006843301],"category_scores_gemma":[0.1937649,0.0001135659,0.00002631516,0.0003953782,0.01138632,0.0001635917,0.0006923272,0.03873875,0.002499102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692244,"about_ca_system_score_gemma":0.002314738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819257,"about_ca_topic_score_gemma":0.0007100282,"domain_scores_codex":[0.9827792,0.01345961,0.0004539604,0.0004326654,0.001637292,0.001237272],"domain_scores_gemma":[0.9061798,0.08969322,0.00009310964,0.0006218574,0.002764219,0.000647822],"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":[0.00003937002,0.00003087163,0.002098992,0.000229665,0.00000872458,0.000008597457,0.008679284,2.270385e-9,0.00009527378,0.974163,0.0143675,0.0002787245],"study_design_scores_gemma":[0.0004130538,0.0002270103,0.001530963,0.0003032303,0.00001357486,0.000007129417,0.02106016,0.00007070046,0.0001516819,0.5804809,0.3955892,0.0001523494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009334828,0.0001761729,0.001143869,0.4394744,0.001661947,0.0005182585,0.00001301067,0.0001686714,0.5475088],"genre_scores_gemma":[0.9437758,0.0002339642,0.005648408,0.04331383,0.003503963,0.00004539685,0.000004772608,0.00004276218,0.003431078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.934441,"threshold_uncertainty_score":0.9990811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7061600804861403,"score_gpt":0.7109499626110117,"score_spread":0.004789882124871414,"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."}}