{"id":"W1966198467","doi":"10.1007/s10021-007-9034-y","title":"Evaluating Network Analysis Indicators of Ecosystem Status in the Gulf of Alaska","year":2007,"lang":"en","type":"article","venue":"Ecosystems","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Alaska Fisheries Science Center; University of British Columbia; Alaska Department of Fish and Game; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Groundfish; Gadus; Clupea; Herring; Fishery; Pacific herring; Oceanography; Halibut; Pacific decadal oscillation; Ecosystem; Environmental science; Marine ecosystem; Capelin; Geography; Ecology; Sea surface temperature; Fisheries management; Biology; Fishing; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007746937,0.0001292519,0.0005299161,0.0003114142,0.00006280941,0.000008704087,0.0005249211,0.00009789375,0.0009414389],"category_scores_gemma":[0.0001447174,0.00009598539,0.0001947209,0.003422506,0.00006926119,0.0000771432,0.0001284404,0.0001292262,0.00007565568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177414,"about_ca_system_score_gemma":0.00001839105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029659,"about_ca_topic_score_gemma":0.03957716,"domain_scores_codex":[0.9970235,0.0005490286,0.001054902,0.0002867689,0.0006007708,0.0004850014],"domain_scores_gemma":[0.9980333,0.0005913076,0.0007295602,0.0005765515,0.00001550199,0.0000537438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009359282,0.00005507489,0.9196129,0.00001788373,0.000171545,0.000004185799,0.001082534,0.07759379,0.0002275051,0.00005789616,0.000220839,0.0009464491],"study_design_scores_gemma":[0.0003599369,0.0001463826,0.9710977,0.00002967505,0.0003992553,0.000003761047,0.001706307,0.0232907,0.000841671,0.00008444661,0.001871394,0.0001687758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887155,0.00008876457,0.0007521119,0.00001555057,0.0001434468,0.0003321047,0.000008957848,0.00000784379,0.009935669],"genre_scores_gemma":[0.9993176,0.000006683934,0.0005003978,0.00003061874,0.00005596028,0.0000178253,0.000009355745,0.000009319519,0.00005219367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05430309,"threshold_uncertainty_score":0.9999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339461713325678,"score_gpt":0.2822871431094356,"score_spread":0.2688925259761788,"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."}}