{"id":"W1976141823","doi":"10.1177/1747016112445435","title":"Social science and ethics review: A question of practice not principle","year":2012,"lang":"en","type":"article","venue":"Research Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Subject (documents); Meta-ethics; Engineering ethics; Sociology; Research ethics; Applied ethics; Epistemology; Social science; Information ethics; Environmental ethics; Philosophy; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.486223,0.001482348,0.007640297,0.007155478,0.01821214,0.03440952,0.01003682,0.08503362,0.004330439],"category_scores_gemma":[0.5143858,0.002155469,0.003661392,0.006752607,0.2012046,0.06341572,0.02229579,0.07981137,0.002489739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01827785,"about_ca_system_score_gemma":0.05620735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005892773,"about_ca_topic_score_gemma":0.003523258,"domain_scores_codex":[0.3758676,0.4972795,0.02341869,0.02089468,0.0744526,0.008086975],"domain_scores_gemma":[0.2464705,0.6711332,0.01406096,0.02258688,0.03544688,0.01030162],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000400161,0.0000423632,0.0001583884,0.0005993795,0.0000632043,0.0001269891,0.004531928,0.0001516549,0.000072582,0.942916,0.04049205,0.01080535],"study_design_scores_gemma":[0.0001624358,0.00007061467,0.0001382961,0.001579777,0.00001925217,0.0002128309,0.002000111,0.0003727404,0.0000922004,0.9145753,0.08071721,0.0000591798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004267087,0.009738334,0.00769179,0.9730492,0.003033755,0.00005568493,0.000009023272,0.00002924664,0.005966278],"genre_scores_gemma":[0.1397535,0.01624393,0.03338324,0.7633983,0.04058913,0.001467203,0.0000495255,0.0002569549,0.004858261],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.513777,"threshold_uncertainty_score":0.6335785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6629785079412129,"score_gpt":0.7460695818609354,"score_spread":0.08309107391972248,"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."}}