{"id":"W4380356873","doi":"10.5751/es-13959-280226","title":"Gender equity and collaborative care in Madagascar’s locally managed marine areas: reflections on the launch of a fisherwomen’s network","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United States Agency for International Development","keywords":"Marine conservation; Accountability; Marine protected area; Corporate governance; Resource management (computing); Commons; General partnership; Sociology; Environmental resource management; Political science; Public relations; Business; Ecology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007334702,0.0005541273,0.0003898331,0.00117007,0.03351327,0.008792326,0.001732261,0.003184057,0.004496095],"category_scores_gemma":[0.00770803,0.0003723676,0.0002994918,0.0009355583,0.03288027,0.007709912,0.01542579,0.00541123,0.000196322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191095,"about_ca_system_score_gemma":0.007153988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06056732,"about_ca_topic_score_gemma":0.09301248,"domain_scores_codex":[0.9916299,0.005844314,0.0001017962,0.0004066725,0.0004074026,0.001609943],"domain_scores_gemma":[0.9936867,0.004270513,0.0004496767,0.0001700634,0.0002796474,0.001143335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006615022,0.000008606546,0.0008509636,0.00002257636,0.000001561703,0.0005760401,0.9834316,0.0000160134,0.0001328403,0.01102967,0.0009741986,0.002949248],"study_design_scores_gemma":[0.000001779509,0.00001227286,0.001103841,0.00007655033,0.000002403576,0.0001367522,0.9699812,0.00004577594,0.00007220134,0.001569909,0.02698964,0.000007591235],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688122,0.002597658,0.001623123,0.06562387,0.0003489543,0.00007578723,0.00004219639,0.00002310657,0.06085315],"genre_scores_gemma":[0.9942479,0.0004573812,0.0002407664,0.002174069,0.00005101672,0.00003911297,0.000007971345,0.00001451549,0.002767306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06056732,"threshold_uncertainty_score":0.1204296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262732172679467,"score_gpt":0.2694985078180302,"score_spread":0.2468711860912355,"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."}}