{"id":"W2770007846","doi":"10.3354/cr01501","title":"Ice over troubled waters: navigating the Northwest Passage using Inuit knowledge and scientific information","year":2017,"lang":"en","type":"article","venue":"Climate Research","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geography; Arctic; Sea ice; Oceanography; Archipelago; Arctic ice pack; Physical geography; Archaeology; Geology; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006724301,0.00009752822,0.0001689455,0.00008505665,0.04850283,0.0005295067,0.0003587554,0.0001325098,0.0000948266],"category_scores_gemma":[0.0006820194,0.00006332715,0.00002837833,0.0001416727,0.0005783353,0.0008983847,0.001676917,0.001094446,0.0004356573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003729048,"about_ca_system_score_gemma":0.000406612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009440623,"about_ca_topic_score_gemma":0.05372347,"domain_scores_codex":[0.9972315,0.0004847103,0.000345558,0.0001938117,0.0002723483,0.001472028],"domain_scores_gemma":[0.9976735,0.0007438241,0.0001888911,0.0005641973,0.000741781,0.00008776628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008129831,0.00004633524,0.6374229,0.0008031485,0.00003731565,0.000008757587,0.3503142,0.0000052787,0.0004773489,0.002850916,0.001713444,0.006239067],"study_design_scores_gemma":[0.001932909,0.0001726002,0.7660022,0.000799606,0.00003167507,0.000008944265,0.1438766,0.006437281,0.00004784761,0.0005258403,0.07982308,0.0003414773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924541,0.00009505233,0.000002775972,0.0008613084,0.0006690833,0.0009774214,0.00005231219,0.00002260868,0.004865395],"genre_scores_gemma":[0.9988882,0.0001980175,0.00004929521,0.00005039404,0.0001838844,0.00009273875,0.00002384623,0.00001234587,0.0005012737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2064377,"threshold_uncertainty_score":0.9971556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1905780216145921,"score_gpt":0.5185495587977322,"score_spread":0.3279715371831401,"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."}}