{"id":"W350681240","doi":"","title":"Canadian Bioethics Research and Scholarship: A Need for Explicit Leadership and Support by Research Funders","year":2014,"lang":"en","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Scholarship; Bioethics; Management; Political science; Humanities; Philosophy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1353607,0.001077968,0.003541561,0.005201701,0.03152198,0.03099171,0.007606759,0.01650258,0.02168697],"category_scores_gemma":[0.3485551,0.00171354,0.001201682,0.008441215,0.0267985,0.0197619,0.02814437,0.03122777,0.003642431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1177989,"about_ca_system_score_gemma":0.574918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8439749,"about_ca_topic_score_gemma":0.9246958,"domain_scores_codex":[0.8696759,0.04633072,0.005791942,0.007095332,0.05025123,0.02085481],"domain_scores_gemma":[0.4197646,0.1554199,0.01161603,0.02288289,0.1509566,0.2393599],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007906106,0.00005203021,0.001689399,0.000551827,0.00005203457,0.0002857041,0.007438896,0.0002002328,0.0001895929,0.2021721,0.7343051,0.05298397],"study_design_scores_gemma":[0.000106094,0.00003104562,0.003659324,0.00217874,0.00004098412,0.000174859,0.01375062,0.0006527411,0.0001283337,0.08286199,0.8962588,0.0001564438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006329131,0.004581991,0.001067897,0.9798967,0.004045072,0.00005839455,0.00009328158,0.00005648255,0.009567253],"genre_scores_gemma":[0.229717,0.03997118,0.04682737,0.582298,0.008018529,0.00104059,0.001071586,0.0009967992,0.09005896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8822011,"threshold_uncertainty_score":0.8546952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2298192400721593,"score_gpt":0.4181499525830893,"score_spread":0.18833071251093,"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."}}