{"id":"W6888407190","doi":"10.18739/a2pz51p09","title":"Divergent Responses of Western Alaska Salmon to a Changing Climate, 2023","year":2023,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chinook wind; Oncorhynchus; Bay; Subsistence agriculture; Tributary; Fish migration; Indigenous","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002625052,0.0003567177,0.0005048178,0.0007115547,0.00006865574,0.00004830512,0.0003812315,0.0002413899,0.0001592146],"category_scores_gemma":[0.00005696321,0.0003705509,0.0001274414,0.0005906538,0.00001597328,0.00007203549,0.0003012789,0.000217014,0.002275352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007624421,"about_ca_system_score_gemma":0.00002475736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009133131,"about_ca_topic_score_gemma":0.0001547811,"domain_scores_codex":[0.9982982,0.0000440334,0.0004510524,0.0003297431,0.0002680981,0.0006088868],"domain_scores_gemma":[0.9991011,0.00010188,0.00008600042,0.0005389735,0.00004837763,0.0001236949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007172087,0.00001603449,0.0001205967,0.0004351255,0.00009864724,0.00004533683,0.00008274079,0.01322232,0.0004127088,3.593926e-7,0.984804,0.0006903784],"study_design_scores_gemma":[0.0004780833,0.0001123471,0.001850692,0.0006994569,0.0002022948,0.00001093171,0.00009074464,0.003985404,0.0004524507,0.000002141429,0.9913819,0.0007335632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003289242,0.001685394,0.0001291101,0.00002650541,0.001576524,0.0004204774,0.9925622,0.0002721124,0.00003837578],"genre_scores_gemma":[0.0006846104,0.01077977,0.0001263324,0.000118035,0.0005173142,0.0001236003,0.9871378,0.0001253083,0.000387217],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009236914,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157062767944305,"score_gpt":0.2378469687204759,"score_spread":0.2262763410410329,"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."}}