{"id":"W1582144764","doi":"10.7202/1012837ar","title":"Ethical foundations and principles for collaborative research with Inuit and their governments","year":2012,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Memorial University of Newfoundland","funders":"","keywords":"Argument (complex analysis); Research ethics; Engineering ethics; Perspective (graphical); Ambiguity; Sociology; Political science; Dilemma; Face (sociological concept); Statement (logic); Environmental ethics; Social science; Epistemology; Medicine; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003069987,0.00024897,0.0005616378,0.00008566873,0.006594384,0.00001910586,0.0001183403,0.0002949066,0.00003520336],"category_scores_gemma":[0.001365806,0.0001619688,0.00002806705,0.0002693101,0.000772457,0.0001479374,0.0007903193,0.0008391616,0.00002682787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002657194,"about_ca_system_score_gemma":0.001882808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004356548,"about_ca_topic_score_gemma":0.6456814,"domain_scores_codex":[0.9970711,0.000541719,0.000408439,0.0003663184,0.0002902337,0.001322164],"domain_scores_gemma":[0.9942495,0.00392896,0.0001785433,0.0002246387,0.001257061,0.0001612608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001698163,0.00007158596,0.01719513,0.0003979526,0.0006610769,0.000001230901,0.9040902,6.619293e-7,0.00003455544,0.07559715,0.00166501,0.0001156262],"study_design_scores_gemma":[0.0009588453,0.0005960111,0.008648395,0.000163891,0.00005789639,0.000003424016,0.978097,0.000009103373,0.00001202529,0.002052209,0.009199217,0.0002019371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895527,0.002855483,0.000001609934,0.003719407,0.000323018,0.002476941,0.0002422267,0.00004379079,0.0007848436],"genre_scores_gemma":[0.9920913,0.002562342,0.0008842683,0.0008729589,0.0004177332,0.001734487,0.000005597521,0.00003498566,0.001396325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6452458,"threshold_uncertainty_score":0.9946989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3317579787234762,"score_gpt":0.5127984147021795,"score_spread":0.1810404359787032,"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."}}