{"id":"W4415271285","doi":"10.1016/j.ocecoaman.2025.107961","title":"The impact of Regional Fishery Management Organization structure on collaborative performance","year":2025,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Office of Education; Social Sciences and Humanities Research Council of Canada; National Oceanic and Atmospheric Administration; Federation for the Humanities and Social Sciences","keywords":"Fisheries management; Scope (computer science); Commission; Corporate governance; Fish stock; Stakeholder; European commission; Diversity (politics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006910363,0.0001472138,0.0001750823,0.0002397328,0.0008822681,0.0001467407,0.000496827,0.00003404048,0.000289196],"category_scores_gemma":[0.00007020419,0.0001036073,0.00007795676,0.002283168,0.0004301749,0.0001630032,0.0002362799,0.0001184229,0.00002657245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002995723,"about_ca_system_score_gemma":0.0001215321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001335015,"about_ca_topic_score_gemma":0.0003036807,"domain_scores_codex":[0.9979192,0.0005032181,0.0002630305,0.0002682646,0.00074409,0.0003021689],"domain_scores_gemma":[0.9987118,0.000224099,0.0001426194,0.0002938063,0.0005738632,0.00005385924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002539738,0.0001952185,0.01513185,0.0001025433,0.001449763,0.000006299145,0.006135067,0.003256025,0.00003867425,0.72801,0.2222624,0.02315816],"study_design_scores_gemma":[0.001690612,0.0006220717,0.6976852,0.0003699586,0.0001921926,1.866631e-7,0.09810884,0.001344053,0.0006227667,0.02606828,0.1727312,0.0005646021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5218923,0.000101292,0.001562022,0.002750352,0.0001469009,0.001349676,0.0000424907,0.00005175792,0.4721032],"genre_scores_gemma":[0.9721895,0.0005705905,0.0001334588,0.00008617052,0.00002945531,0.000007742112,0.00003203776,0.000008574852,0.02694241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7019417,"threshold_uncertainty_score":0.6785782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046359067462362,"score_gpt":0.3803360161663606,"score_spread":0.359872425491737,"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."}}