{"id":"W2141983421","doi":"10.1017/s106828050000575x","title":"Socioeconomics of Individual Transferable Quotas and Community-Based Fishery Management","year":2004,"lang":"en","type":"article","venue":"Agricultural and Resource Economics Review","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Simon Fraser University","funders":"","keywords":"Fisheries management; Enforcement; Business; Sustainability; Socioeconomic status; Government (linguistics); Fishery; Environmental resource management; Flexibility (engineering); Economics; Natural resource economics; Public economics; Ecology; Fishing; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004591677,0.0001242305,0.0002576223,0.00001357462,0.0002032479,0.00003974821,0.0002100778,0.00005020359,0.0004014278],"category_scores_gemma":[0.000004315441,0.00008563467,0.00006061998,0.00005974023,0.0002052705,0.0001146869,0.0002341182,0.0002336844,0.00001390847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005346439,"about_ca_system_score_gemma":0.000004847551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002041649,"about_ca_topic_score_gemma":0.00009922637,"domain_scores_codex":[0.9992633,0.0000795255,0.0002597279,0.0001654678,0.00006240635,0.0001695004],"domain_scores_gemma":[0.9996547,0.000041773,0.00006196009,0.000146053,0.000004227762,0.00009125817],"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":[0.00007708374,0.0007260306,0.04245187,0.01053663,0.0004485734,0.000009462811,0.002771572,0.002171974,0.0001654147,0.003996374,0.0134278,0.9232172],"study_design_scores_gemma":[0.001259484,0.0002592968,0.08476114,0.0003830854,0.0001238613,0.00003154419,0.001161456,0.00002166237,0.0001280252,0.0007725988,0.9106376,0.0004603101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323669,0.001801578,0.000003728296,0.002856761,0.00001335998,0.0003797015,0.00001793503,0.00001061299,0.06254939],"genre_scores_gemma":[0.7235124,0.2599841,0.00286661,0.009353924,0.00008957403,0.0001548274,0.0003789236,0.00004632341,0.003613353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9227569,"threshold_uncertainty_score":0.4395353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821996425941817,"score_gpt":0.2124771820903631,"score_spread":0.1942572178309449,"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."}}