{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1063034,0.000814726,0.001660168,0.004036714,0.01243365,0.02094269,0.001982525,0.01166171,0.00491106],"category_scores_gemma":[0.1346092,0.0008704255,0.0008002235,0.003175711,0.1393132,0.01643431,0.01262782,0.0134255,0.001161069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009708128,"about_ca_system_score_gemma":0.01683106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003397434,"about_ca_topic_score_gemma":0.002173143,"domain_scores_codex":[0.891959,0.07269224,0.004813492,0.009786891,0.01598048,0.004767896],"domain_scores_gemma":[0.8013339,0.1519945,0.01202257,0.01615407,0.0134435,0.005051342],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000313225,0.000003920753,0.0001017939,0.0000179478,0.000003559531,0.00001182709,0.0009882794,0.00004895296,0.00001974562,0.9968517,0.0006453819,0.001303587],"study_design_scores_gemma":[0.0000188846,0.000009420315,0.0001253157,0.00009766619,0.000004122065,0.00002973666,0.0003722882,0.0001466188,0.00005576731,0.9786966,0.02043362,0.000009949712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02177512,0.0100151,0.1163981,0.2742105,0.002656403,0.0003914638,0.0001373989,0.0001763345,0.5742396],"genre_scores_gemma":[0.9281124,0.00325522,0.0245284,0.02214334,0.004103736,0.0009348088,0.00008951815,0.0001551233,0.01667749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9883383,"threshold_uncertainty_score":0.562193,"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."}}