{"id":"W4381277704","doi":"10.1007/s12080-023-00561-5","title":"Coexistence and alternative stable states in the bioeconomics of fisheries and aquaculture","year":2023,"lang":"en","type":"article","venue":"Theoretical Ecology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; Simon Fraser University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs; University of Toronto; Canada Foundation for Innovation; Alfred P. Sloan Foundation","keywords":"Aquaculture; Bioeconomics; Fishery; Dominance (genetics); Alternative stable state; Competition (biology); Fisheries management; Fish stock; Natural resource economics; Psychological resilience; Fishing; Ecology; Economics; Biology; Fish <Actinopterygii>; Ecosystem","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001052538,0.00009225214,0.000404895,0.00004384825,0.00004453096,0.000003998292,0.00007292039,0.0001527021,0.0003826449],"category_scores_gemma":[0.0008143044,0.00005158446,0.00002643552,0.00008842804,0.003433224,0.00002462142,0.00007878382,0.0002072343,0.0000199594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006400128,"about_ca_system_score_gemma":0.00001329651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007900951,"about_ca_topic_score_gemma":0.00001224168,"domain_scores_codex":[0.9990875,0.0001927732,0.0002621418,0.0001771577,0.00003722276,0.0002431995],"domain_scores_gemma":[0.9970332,0.002728477,0.00004190926,0.0001100792,0.00002270863,0.00006364493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001754857,0.00005537947,0.009548123,0.0000762856,0.00002507689,0.00002142253,0.001275382,0.000004598574,0.00002680419,0.9885085,0.0001392598,0.0001436921],"study_design_scores_gemma":[0.0004837793,0.0004489405,0.02793746,0.00001719064,0.00003214534,0.00005363598,0.001013293,0.01905469,0.00008642623,0.9507115,0.0001052894,0.00005561609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753004,0.00005073975,0.0002170861,0.01569475,0.00003062919,0.0002030938,0.000009940954,0.00001626085,0.008477089],"genre_scores_gemma":[0.997418,0.0004048057,0.0002079544,0.001833115,0.00001393247,0.00002404371,0.000009307258,0.000004648747,0.00008411786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03779696,"threshold_uncertainty_score":0.9992788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251582389622477,"score_gpt":0.2901078498164766,"score_spread":0.264949610854229,"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."}}