{"id":"W4313643496","doi":"10.1139/as-2022-0019","title":"Nunavik anadromous Arctic char life histories, behaviour, and habitat use informed by both Inuit knowledge and western science: a year in Ungava Bay","year":2023,"lang":"en","type":"article","venue":"Arctic Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nunavik Regional Board of Health and Social Services; Makivik Corporation; Institut National de la Recherche Scientifique","funders":"McGill University","keywords":"Arctic char; Arctic; Char; Salvelinus; Bay; Ecology; The arctic; Geography; Oceanography; Archaeology; Fishery; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001706984,0.0002656661,0.000384856,0.001049444,0.005659361,0.001629891,0.0006160223,0.0002904495,0.001905223],"category_scores_gemma":[0.001394104,0.0002352551,0.0001923133,0.001563618,0.001432136,0.0009474245,0.002039662,0.0006518284,0.0001450845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008256271,"about_ca_system_score_gemma":0.01059865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8277779,"about_ca_topic_score_gemma":0.9666404,"domain_scores_codex":[0.9993756,0.0001654036,0.00002154563,0.0001288511,0.0001061423,0.0002023868],"domain_scores_gemma":[0.9985221,0.0003846898,0.0002130237,0.00009174318,0.0004124821,0.0003759218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003182729,0.0001149081,0.3680815,0.0003369212,0.0000647693,0.001994648,0.5762186,0.0001008724,0.002612307,0.0009310077,0.003068405,0.0461578],"study_design_scores_gemma":[0.000002901976,0.0000710856,0.4539071,0.0003503761,0.00004231918,0.0002901503,0.5226709,0.00014073,0.0004833977,0.0002387239,0.02176913,0.00003299151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958829,0.0006798879,0.0001650832,0.0002333159,0.00001922092,0.00001249347,0.000280702,0.000003681164,0.002722752],"genre_scores_gemma":[0.9949676,0.000745924,0.0004782993,0.0001341882,0.000007930995,0.0000199316,0.000376775,0.000009763834,0.003259519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1722221,"threshold_uncertainty_score":0.3464726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130264704093933,"score_gpt":0.2638138548680649,"score_spread":0.2425112078271256,"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."}}