{"id":"W4389299911","doi":"10.1007/s40152-023-00340-2","title":"The multi-dimensional perspectives of taboos on gender roles of fisherfolk in the Global South","year":2023,"lang":"en","type":"article","venue":"MAST. Maritime studies/Maritime studies","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Consortium of International Agricultural Research Centers","keywords":"Livelihood; Fishing; Scale (ratio); Fisheries management; Context (archaeology); Food security; Fishery; Sustainability; Environmental resource management; Corporate governance; Business; Political science; Geography; Economics; Ecology; Agriculture","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001376141,0.0004856444,0.0008885112,0.00008756963,0.000909596,0.00002782509,0.0006215374,0.00007635049,0.00008833008],"category_scores_gemma":[0.0009657464,0.0002860091,0.0002701148,0.001141382,0.001748096,0.0001310791,0.002472482,0.000282891,0.0001757765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693552,"about_ca_system_score_gemma":0.00002734616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003482421,"about_ca_topic_score_gemma":0.004555131,"domain_scores_codex":[0.9964684,0.000348016,0.0008045491,0.0006871114,0.0009369165,0.0007549934],"domain_scores_gemma":[0.9976578,0.0012958,0.0002868596,0.0005322191,0.000174191,0.00005316273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001061008,0.001814682,0.6242033,0.0007896329,0.006093128,0.0002173794,0.1368874,0.001778199,0.0001725224,0.007855092,0.1913268,0.02780078],"study_design_scores_gemma":[0.001718366,0.0004846945,0.6810795,0.0002157941,0.0002153006,0.00001295974,0.298628,0.0004930085,0.00005310449,0.004737212,0.01177823,0.0005838081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142463,0.04029366,0.000009143363,0.009409077,0.001096794,0.002373535,0.0004974895,0.0002463533,0.0318277],"genre_scores_gemma":[0.994935,0.002389647,0.0001694303,0.0001724635,0.0001100388,0.000219399,0.000007462986,0.00002568611,0.001970881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1795486,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440460920035862,"score_gpt":0.2932779717265304,"score_spread":0.2488733625261717,"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."}}