{"id":"W2031584713","doi":"10.1007/s11948-013-9437-4","title":"Ensuring PhD Development of Responsible Conduct of Research Behaviors: Who’s Responsible?","year":2013,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Quarter (Canadian coin); Work (physics); Focus group; Research ethics; Engineering ethics; Public relations; Pedagogy; Sociology; Medicine; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"incentives","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["research_integrity"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4193755,0.0006367502,0.001982521,0.002815865,0.01452504,0.01991627,0.005530444,0.02034216,0.004548728],"category_scores_gemma":[0.6397401,0.001550088,0.001598733,0.001567433,0.0210611,0.01335834,0.01794005,0.02899856,0.001833278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01668129,"about_ca_system_score_gemma":0.2899823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059812,"about_ca_topic_score_gemma":0.01665078,"domain_scores_codex":[0.5501842,0.3078751,0.03028926,0.01898045,0.06570418,0.02696668],"domain_scores_gemma":[0.223752,0.3865031,0.04766088,0.05622811,0.1441397,0.1417162],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004913516,0.001969897,0.06893078,0.002157753,0.001066477,0.001409007,0.1069714,0.002317182,0.005963223,0.1696178,0.2058311,0.4332739],"study_design_scores_gemma":[0.0007725448,0.0009305073,0.04622221,0.005751845,0.000413513,0.002129826,0.076427,0.006312328,0.01137649,0.4498355,0.3990747,0.0007535479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01781631,0.001960879,0.03645683,0.9211977,0.004342679,0.0006050416,0.00005781482,0.0002166472,0.01734614],"genre_scores_gemma":[0.6834176,0.002743091,0.06945065,0.2231655,0.003545313,0.002311828,0.0001312644,0.0004417358,0.01479315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9796578,"threshold_uncertainty_score":0.7160133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4910987540531701,"score_gpt":0.5198793828953219,"score_spread":0.02878062884215182,"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."}}