{"id":"W4410525093","doi":"10.1016/j.dsr.2025.104531","title":"Mapping suitable thermal migration corridors for western Alaska chum salmon in the North Pacific","year":2025,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North Pacific Research Board; National Oceanic and Atmospheric Administration","keywords":"Fishery; Geography; Pacific Rim; Oceanography; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0164487,0.0003328428,0.0003686154,0.001514989,0.001907806,0.0006772219,0.002248822,0.0002538828,0.001265316],"category_scores_gemma":[0.001447784,0.0002519391,0.0002329815,0.008781936,0.002142657,0.0005668936,0.001046794,0.002396687,0.000146469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003688791,"about_ca_system_score_gemma":0.0002183296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446475,"about_ca_topic_score_gemma":0.01609684,"domain_scores_codex":[0.9883496,0.003086382,0.0006246562,0.001130069,0.003825631,0.002983714],"domain_scores_gemma":[0.9949232,0.003078649,0.0000625072,0.001285125,0.0003002998,0.000350267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002997722,0.0002876615,0.949795,0.0001317838,0.00004494054,0.00004974456,0.002208263,0.0001296363,0.0005155017,0.0001422161,0.02581686,0.02057859],"study_design_scores_gemma":[0.0008421905,0.000420536,0.4295449,0.00005193309,0.000004183897,0.000003455696,0.01239078,0.003184826,0.00006665203,0.0003500278,0.552859,0.0002815279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7488077,0.00009164678,0.00004129515,0.005099833,0.0001066607,0.003298092,0.000024397,0.00005145999,0.242479],"genre_scores_gemma":[0.9835243,0.0009595316,0.00006418151,0.0002276743,0.0001407075,0.001757197,0.0001696733,0.0000471505,0.0131096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5270422,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054723496482483,"score_gpt":0.3258091837766082,"score_spread":0.2752619488117834,"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."}}