{"id":"W4210416800","doi":"10.3389/fenvs.2021.770643","title":"The Satisfaction of the Fishermen in the South China Sea With the Summer Fishing Moratorium System and Its Influencing Factors","year":2022,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Rural Affairs","keywords":"Fishing; Enforcement; China; Fishery; Geography; Credibility; Questionnaire; Business; Political science; Mathematics; Law; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007196859,0.000198711,0.0002355691,0.0005361926,0.0005903502,0.0004002639,0.0001809239,0.0002649932,0.002207752],"category_scores_gemma":[0.002042458,0.00009860651,0.0003552423,0.0007098067,0.0003805727,0.0003311286,0.0004860221,0.0003045674,0.0001256774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007641781,"about_ca_system_score_gemma":0.001144441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02383977,"about_ca_topic_score_gemma":0.03306326,"domain_scores_codex":[0.9993165,0.0001522179,0.00007899055,0.00004954032,0.0002107011,0.0001920702],"domain_scores_gemma":[0.998973,0.0001326821,0.0003462736,0.00002864683,0.000264817,0.000254529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003246918,0.00003150084,0.9852358,0.00005924301,0.00003348587,0.0001664356,0.002299186,0.00008655839,0.0004895745,0.00007990606,0.0003364328,0.0111494],"study_design_scores_gemma":[0.00000201096,0.00006368515,0.9906713,0.00001739421,0.000009285043,0.00008820443,0.008219421,0.0002311451,0.00007455249,0.00002637894,0.0005900073,0.00000661202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988217,0.00009444539,0.00009604693,0.0001736103,0.000004823308,0.000006825666,0.00005399544,0.00000155501,0.0007469432],"genre_scores_gemma":[0.9993718,0.00009872134,0.00006314895,0.0000471301,0.000003709767,0.000005327885,0.00008604004,4.862292e-7,0.0003236532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02383977,"threshold_uncertainty_score":0.04740202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003805448442624409,"score_gpt":0.1580285327177929,"score_spread":0.1542230842751685,"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."}}