{"id":"W4380880132","doi":"10.1002/9781119511847.ch8","title":"Fishery Development","year":2023,"lang":"en","type":"other","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Fishing; Fishery; Business; Sustainability; Agency (philosophy); Sustainable development; Fish <Actinopterygii>; Natural resource economics; Environmental resource management; Environmental planning; Geography; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005950006,0.0004603265,0.0001339128,0.001151522,0.001444061,0.001897081,0.0006191903,0.0006791749,0.09058764],"category_scores_gemma":[0.0012263,0.0001385887,0.0002408768,0.001144481,0.0007434389,0.001961392,0.002727038,0.0008265837,0.01746866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002746073,"about_ca_system_score_gemma":0.006371263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02667109,"about_ca_topic_score_gemma":0.04240317,"domain_scores_codex":[0.9994136,0.00006704818,0.00001710785,0.00007272024,0.0002785428,0.0001508807],"domain_scores_gemma":[0.9996992,0.00003188369,0.0000193498,0.00002148456,0.0001473184,0.00008083712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001515774,0.0000494739,0.001756907,0.0002719187,0.000004181052,0.0001319936,0.0005862575,0.0003590836,0.0004780337,0.2087038,0.3738962,0.413747],"study_design_scores_gemma":[0.000001292551,0.000007114023,0.00127527,0.0001029929,6.120725e-7,0.00004519278,0.0001505293,0.00005310638,0.0001001615,0.003259203,0.9950026,0.000002128717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00180627,0.003124831,0.0008131619,0.003453829,0.0003316365,0.00006966604,0.0005592661,0.00008740737,0.989754],"genre_scores_gemma":[0.02724553,0.01162043,0.002175684,0.001608154,0.0001191099,0.0001021492,0.001039929,0.00005549135,0.9560335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09058764,"threshold_uncertainty_score":0.3030459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007681331977055371,"score_gpt":0.1816931906008004,"score_spread":0.174011858623745,"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."}}