{"id":"W2126380281","doi":"10.1111/j.1365-2486.2010.02225.x","title":"Modelling the future hydroclimatology of the lower Fraser River and its impacts on the spawning migration survival of sockeye salmon","year":2010,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Oncorhynchus; Environmental science; Population; Climate change; Global warming; Range (aeronautics); Fish <Actinopterygii>; Fishery; Ecology; Biology; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023714,0.00009257181,0.0001246513,0.000007635347,0.0001879364,0.00000218567,0.000214432,0.0001227946,0.00009935792],"category_scores_gemma":[0.00003173651,0.00004244471,0.00003601307,0.00009528494,0.000471933,0.0000397697,0.0002845401,0.000131452,0.0000147328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000133374,"about_ca_system_score_gemma":0.000002457702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003200839,"about_ca_topic_score_gemma":0.005800125,"domain_scores_codex":[0.9993937,0.0001037927,0.0001095301,0.0001502896,0.00006480302,0.0001778575],"domain_scores_gemma":[0.9996172,0.00007916491,0.0001168775,0.0001634483,0.000008645936,0.00001467884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006042156,0.00006086705,0.9768743,0.000008909468,0.00003692873,7.766994e-7,0.0007888632,0.0002303773,0.0004060312,0.01921091,0.002109538,0.0002120942],"study_design_scores_gemma":[0.0002699444,0.0002295085,0.980112,0.000009174263,0.00004823102,0.000003166925,0.0005079083,0.003225736,0.0002337022,0.007220719,0.008018616,0.0001212702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914389,0.00009684164,0.0000204786,0.006256197,0.000602433,0.0002336234,0.00001944657,0.000005966814,0.00132613],"genre_scores_gemma":[0.9988005,0.000189582,0.00001640882,0.0008758478,0.00008370398,0.00001389404,0.000002238651,0.000002531524,0.00001530631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199019,"threshold_uncertainty_score":0.3236606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093766127225067,"score_gpt":0.2347274713193489,"score_spread":0.2137898100470982,"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."}}