{"id":"W3042714004","doi":"10.1139/as-2020-0015","title":"ScIQ: an invitation and recommendations to combine science and Inuit Qaujimajatuqangit for meaningful engagement of Inuit communities in research","year":2020,"lang":"en","type":"article","venue":"Arctic Science","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Fisheries and Oceans Canada; Government of Canada","funders":"","keywords":"Summit; Metis; Circumpolar star; Perspective (graphical); Geography; Political science; Psychology; Physical geography; Oceanography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.07056568,0.001746542,0.001025369,0.003021084,0.01516672,0.01468045,0.006505601,0.02404347,0.05923436],"category_scores_gemma":[0.1049217,0.001838633,0.003623052,0.003197824,0.01047588,0.01246933,0.03467073,0.02558455,0.03639079],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209685,"about_ca_system_score_gemma":0.1065603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06053952,"about_ca_topic_score_gemma":0.1205504,"domain_scores_codex":[0.9602877,0.01665342,0.003544296,0.001806061,0.01159031,0.006118279],"domain_scores_gemma":[0.8433754,0.05177936,0.004287736,0.00722387,0.04224223,0.05109143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004052708,0.0001734119,0.0006274031,0.0004006255,0.000007958094,0.0003712059,0.006118088,0.00007393313,0.0006028031,0.003832876,0.964682,0.02306913],"study_design_scores_gemma":[0.00006096607,0.00005526847,0.001654012,0.0004185492,0.000005085763,0.000103635,0.00610081,0.0001019551,0.0001617157,0.002662559,0.9886104,0.00006493253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005074122,0.002206474,0.01671212,0.8106377,0.0338367,0.01084467,0.004465688,0.004590627,0.111632],"genre_scores_gemma":[0.02138969,0.004505591,0.08410666,0.5921387,0.01385721,0.03674109,0.007439772,0.003545982,0.2362753],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9934944,"threshold_uncertainty_score":0.3731914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4128848938930691,"score_gpt":0.5329178698863546,"score_spread":0.1200329759932855,"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."}}