{"id":"W4300838538","doi":"10.47886/9781934874110.ch16","title":"Pacific Salmon: Ecology and Management of Western Alaska’s Populations","year":2009,"lang":"en","type":"book-chapter","venue":"American Fisheries Society eBooks","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Hydrography; Salinity; Marine ecosystem; Environmental science; Ecosystem; Water column; Glacial period; Precipitation; Climatology; Geology; Geography; Ecology","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"],"consensus_categories":[],"category_scores_codex":[0.00008387578,0.0002976729,0.0004867236,0.00002962347,0.0001836645,0.00003041568,0.0001734465,0.0001449045,0.0003195221],"category_scores_gemma":[0.000001371474,0.0002854177,0.0001988524,0.00002260489,0.001288218,0.00005456941,0.00003995451,0.0002404507,0.000017812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000136313,"about_ca_system_score_gemma":0.00004221288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003577443,"about_ca_topic_score_gemma":0.0006576065,"domain_scores_codex":[0.9987718,0.00001698136,0.0003399446,0.0003659977,0.0002225534,0.000282687],"domain_scores_gemma":[0.9991653,0.0000575104,0.0003601852,0.0002768522,0.00003637843,0.0001037797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005063376,0.00001494741,0.3916199,0.0002880852,0.0005850441,0.00004730836,0.002715623,0.00002481252,5.196084e-7,0.006721612,0.003712198,0.5942193],"study_design_scores_gemma":[0.0004174336,0.0009823143,0.6520503,0.0002242284,0.0005521806,0.00007412938,0.006388907,0.0003012726,6.238815e-7,0.01520493,0.3227382,0.00106557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01813889,0.0001164301,0.00007644865,0.0007105568,0.0002134504,0.0003647794,0.0002059414,0.00007115181,0.9801024],"genre_scores_gemma":[0.43538,0.002056944,0.01006309,0.001073124,0.0001252491,0.000002747182,0.0003832694,0.00002849577,0.550887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5931537,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663698034494909,"score_gpt":0.2094859531484679,"score_spread":0.1928489728035188,"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."}}