{"id":"W2185547183","doi":"","title":"Social-ecological System Interactions in Small-scale Fisheries: Case Studies of the Large Pelagic and Shallow Reef Fisheries of Grenada and St. Lucia Under Construction","year":2008,"lang":"en","type":"article","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Pelagic zone; Fishery; Reef; Fisheries science; Scale (ratio); Geography; Corporate governance; Coral reef; Coral reef fish; Fisheries management; Fishing; Business; Biology","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":[0.001635427,0.0003108943,0.0002768338,0.001116185,0.004404401,0.001546036,0.001141217,0.001149926,0.002282204],"category_scores_gemma":[0.002777377,0.0002096555,0.0004026794,0.002254421,0.004158587,0.001395371,0.002117906,0.0007384887,0.0001551487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006987981,"about_ca_system_score_gemma":0.002452942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2540041,"about_ca_topic_score_gemma":0.5370659,"domain_scores_codex":[0.9985198,0.0009738455,0.00003769932,0.00007278136,0.0001074937,0.0002883383],"domain_scores_gemma":[0.9976701,0.001422023,0.0002966589,0.0001214846,0.0001741827,0.0003155139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006433978,0.001581116,0.4799794,0.0009861812,0.0003510967,0.04067678,0.3448405,0.02059543,0.003429482,0.0514813,0.005666171,0.04976912],"study_design_scores_gemma":[0.0001512246,0.0006686673,0.3168297,0.0004233582,0.0001314308,0.002024441,0.6342246,0.01156627,0.0009100389,0.005335374,0.02766245,0.00007242449],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943472,0.0001119126,0.000291998,0.0002406477,0.000002569195,0.00007090491,0.00008072951,0.000002779043,0.004851272],"genre_scores_gemma":[0.9976515,0.0002187873,0.0007860415,0.0000398287,0.000002684506,0.00006652759,0.00004729464,0.000002216734,0.001185012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2540041,"threshold_uncertainty_score":0.5050512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098138635343967,"score_gpt":0.2518111321466264,"score_spread":0.2208297457931868,"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."}}