{"id":"W1581203766","doi":"10.7202/1012838ar","title":"Whose agenda is it? Regulating health research ethics in Labrador","year":2012,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Research ethics; Context (archaeology); Political science; Public relations; Health care; Mandate; Engineering ethics; Sociology; Environmental ethics; Geography; Law; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05481845,0.0003470922,0.001145673,0.0005503405,0.0006211564,0.00004890988,0.0005037733,0.000805666,0.0002265593],"category_scores_gemma":[0.1106667,0.0002904413,0.0001847951,0.001492857,0.00154558,0.0002525435,0.001308337,0.01032124,0.000390602],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005025395,"about_ca_system_score_gemma":0.009141778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895117,"about_ca_topic_score_gemma":0.2036965,"domain_scores_codex":[0.9899191,0.001758275,0.001404279,0.0008440106,0.004003234,0.002071148],"domain_scores_gemma":[0.9532894,0.04152717,0.0002634738,0.001428826,0.002725962,0.0007651922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001950284,0.0004720791,0.00639335,0.003470524,0.000376989,0.00006585792,0.9286336,0.00000193103,0.0003716628,0.04052161,0.01733729,0.002160113],"study_design_scores_gemma":[0.003171298,0.001548364,0.01422741,0.00948712,0.00006939047,0.00005077738,0.922231,0.00008954643,0.0010585,0.04377364,0.003625036,0.0006679819],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8616371,0.01186903,2.465869e-7,0.1240773,0.0004363722,0.0009500253,0.00002127892,0.00008808545,0.0009205691],"genre_scores_gemma":[0.9568021,0.01690115,0.003388939,0.01392215,0.000969578,0.0001208097,0.000005117078,0.00008418841,0.007806011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2018014,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9216102772620048,"score_gpt":0.7256375910855335,"score_spread":0.1959726861764713,"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."}}