{"id":"W4366823707","doi":"10.1002/fsh.10923","title":"Kings of the North: Bridging Disciplines to Understand the Effects of Changing Climate on Chinook Salmon in the Arctic–Yukon–Kuskokwim Region","year":2023,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada; Carleton University; Fisheries and Oceans Canada","funders":"Alaska Sustainable Salmon Fund; International Arctic Research Center, University of Alaska, Fairbanks","keywords":"Chinook wind; Bridging (networking); Arctic; The arctic; Geography; Fishery; Biology; Ecology; Oceanography; Oncorhynchus; Computer science; Fish <Actinopterygii>; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003490799,0.00009525091,0.00011986,0.00004248914,0.0003796908,0.00001358728,0.0003225551,0.00002110034,0.00001216474],"category_scores_gemma":[0.0001561029,0.00004718648,0.00004502053,0.0006158125,0.0002913259,0.00007850774,0.0005868715,0.00008731867,0.00001294991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003408998,"about_ca_system_score_gemma":0.00000170508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001079908,"about_ca_topic_score_gemma":0.004164127,"domain_scores_codex":[0.9991823,0.00008642531,0.000134943,0.0001502798,0.0001825821,0.0002634095],"domain_scores_gemma":[0.9993178,0.0003311076,0.00008444534,0.000254262,0.000003276684,0.000009165042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000351112,0.0000328489,0.9604868,0.000133672,0.00001864251,0.000006172094,0.02797404,0.0007290893,0.00005717066,0.0008260396,0.009214569,0.0004857918],"study_design_scores_gemma":[0.00009953852,0.00006840361,0.9926474,0.00008640932,0.00001534088,6.338365e-7,0.005639049,0.0000800229,0.0001727986,0.0006668256,0.0004664215,0.00005715745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824899,0.00000607331,0.00001837132,0.01317411,0.0001997766,0.0004293222,0.000001843338,0.00001850373,0.003662075],"genre_scores_gemma":[0.9985453,0.00006376376,0.000005037342,0.0009950591,0.00002132519,0.00003412417,0.000001214989,0.000007134152,0.0003270087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03216055,"threshold_uncertainty_score":0.2920313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397919241665885,"score_gpt":0.2156539556925515,"score_spread":0.2016747632758926,"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."}}