{"id":"W2155569949","doi":"10.1080/08989621.2012.638595","title":"Unfinished Business: Ongoing Ethical Exceptionalism in the Oversight of Human Pluripotent Stem Cell Research in Canada","year":2012,"lang":"en","type":"article","venue":"Accountability in Research","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Exceptionalism; Research ethics; Agency (philosophy); Human research; Political science; Honor; Funding Agency; Public administration; Engineering ethics; Law; Public relations; Sociology; Politics; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":true,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.08630458,0.0005035702,0.001243097,0.002454913,0.04574011,0.02794888,0.006452363,0.01465527,0.002075881],"category_scores_gemma":[0.1238499,0.00108736,0.001084659,0.003807711,0.05775629,0.006694601,0.01327052,0.0298248,0.0002227631],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.214135,"about_ca_system_score_gemma":0.5928572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9720594,"about_ca_topic_score_gemma":0.9807296,"domain_scores_codex":[0.8556446,0.03597661,0.004612441,0.01043141,0.07130299,0.02203185],"domain_scores_gemma":[0.7843399,0.09511819,0.01382652,0.006516683,0.05958259,0.04061613],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007142426,0.00005247444,0.007994231,0.0002513377,0.00007444996,0.001097882,0.03297622,0.001216595,0.0006214583,0.8381907,0.07867109,0.03878206],"study_design_scores_gemma":[0.0001195826,0.00007856064,0.01693061,0.001450211,0.000145461,0.0005651904,0.03744888,0.003543051,0.001385887,0.3194471,0.6184153,0.000470269],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03058583,0.007475942,0.007927977,0.8947447,0.001789571,0.0001401624,0.00008837926,0.00006770924,0.05717972],"genre_scores_gemma":[0.6999929,0.005517041,0.008590288,0.2672532,0.0008794596,0.0001417183,0.00008440071,0.00008960193,0.01745143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9853447,"threshold_uncertainty_score":0.911492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3079548212433394,"score_gpt":0.4784316836647877,"score_spread":0.1704768624214483,"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."}}