{"id":"W2490965268","doi":"10.4027/gpebfm.2012.04","title":"Exploring Climate and Fishing Impacts in an Ecosystem Model of the Strait of Georgia, British Columbia","year":2012,"lang":"en","type":"book-chapter","venue":"Alaska Sea Grant, University of Alaska Fairbanks eBooks","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fishing; Ecosystem; Geography; Oceanography; Climate change; Fishery; Environmental science; Climatology; Environmental resource management; Ecology; 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"],"consensus_categories":[],"category_scores_codex":[0.0003549377,0.0002524744,0.0005692353,0.00008141436,0.0001550638,0.00003856321,0.000575523,0.0001610894,0.0002327121],"category_scores_gemma":[0.000005008553,0.0003397567,0.0002072156,0.00004044171,0.0004356017,0.000452654,0.002942592,0.0002902735,0.000003434203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748111,"about_ca_system_score_gemma":0.00004280034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02428673,"about_ca_topic_score_gemma":0.312739,"domain_scores_codex":[0.998215,0.00004516249,0.0004067492,0.0004363055,0.0004714029,0.0004253754],"domain_scores_gemma":[0.9987707,0.0000400975,0.0005194063,0.0004731349,0.00002986173,0.0001667592],"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":[0.0005970076,0.0007584361,0.4125791,0.006227407,0.0009271918,0.0002681407,0.02693881,0.00717401,0.004183228,0.00583753,0.002284817,0.5322244],"study_design_scores_gemma":[0.009370512,0.001542429,0.917905,0.008875508,0.002347771,0.0001152952,0.008439321,0.009772443,0.001036431,0.01870509,0.01736441,0.004525784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8089683,0.00002526328,0.00001761423,0.00001728038,0.00006155149,0.0004885495,0.0004359621,0.00001969725,0.1899658],"genre_scores_gemma":[0.9638312,0.0001888503,0.00014076,0.00001019818,0.00001134871,7.722245e-7,0.00001575591,0.00003152366,0.03576956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5276986,"threshold_uncertainty_score":0.9999055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914583379331872,"score_gpt":0.1691931680142652,"score_spread":0.1400473342209465,"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."}}