{"id":"W4206543997","doi":"10.14430/arctic74212","title":"“When We’re on the Ice, All We Have is Our Inuit Qaujimajatuqangit”: Mobilizing Inuit Knowledge as a Sea Ice Safety Adaptation Strategy in Mittimatalik, Nunavut","year":2022,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Government of Nunavut; Memorial University of Newfoundland","funders":"Environment and Climate Change Canada; Mount Royal University","keywords":"Sea ice; Preparedness; Geography; Adaptation (eye); Oceanography; Meteorology; Political science; Psychology; Geology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001534175,0.0002907384,0.0004155988,0.0001853018,0.003870093,0.00002556396,0.000407493,0.000185151,0.002745189],"category_scores_gemma":[0.0002749899,0.000240236,0.0001213417,0.0003399571,0.00004428341,0.0001626658,0.0006862688,0.001568933,0.001303761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227614,"about_ca_system_score_gemma":0.001077118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03644881,"about_ca_topic_score_gemma":0.548722,"domain_scores_codex":[0.9958907,0.001306157,0.0006969006,0.0005199249,0.0003122883,0.001273983],"domain_scores_gemma":[0.9973491,0.001537969,0.0003050582,0.0005206352,0.000182368,0.000104845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003427596,0.0004082953,0.01313803,0.000342282,0.000188745,0.00005993482,0.9631886,0.001027363,0.00002924117,0.005071001,0.01272839,0.003475298],"study_design_scores_gemma":[0.001499847,0.0008855473,0.02448401,0.0002843901,0.0001048648,0.00001576774,0.8679903,0.004969947,0.000006733592,0.005877153,0.09338716,0.0004942965],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265123,0.001416207,0.000009079552,0.04342488,0.001287402,0.004388755,0.0004451279,0.0001466885,0.02236955],"genre_scores_gemma":[0.9821365,0.0003734971,0.00007011322,0.0059566,0.0001938375,0.001002744,0.00005076631,0.00005955799,0.01015635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5122731,"threshold_uncertainty_score":0.9994738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08714688295243536,"score_gpt":0.3749171137909764,"score_spread":0.287770230838541,"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."}}