{"id":"W4408460196","doi":"10.21083/ruralreview.v4i1.6040","title":"From The Brink: Jamaica's Oracabessa Bay Fish Sanctuary Experience","year":2020,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Economic Zones and Regional Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bay; Fish <Actinopterygii>; Fishery; Geography; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002683003,0.000333063,0.0006738164,0.00005114801,0.0003280604,0.0001343014,0.0004383678,0.00008852968,0.000668155],"category_scores_gemma":[0.00009855894,0.0002560045,0.0001183833,0.0002136277,0.00008836658,0.0002661572,0.0001862334,0.0003097909,0.0005040435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467075,"about_ca_system_score_gemma":0.0002440086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030352,"about_ca_topic_score_gemma":0.001413489,"domain_scores_codex":[0.9981185,0.00002121395,0.0009301525,0.0004057199,0.00007972125,0.0004447328],"domain_scores_gemma":[0.999045,0.00009906026,0.0003530346,0.000220167,0.00002087707,0.0002618788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007496266,0.00004852274,0.700403,0.0004383585,0.0003571389,0.00003091929,0.06422655,0.00002002019,0.00001248374,0.02932414,0.1717464,0.03331742],"study_design_scores_gemma":[0.000251084,0.00001628113,0.3196268,0.0007000572,0.000007270027,0.000009634395,0.0003816731,0.00001470178,0.000011273,0.0008436731,0.6777991,0.0003384147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935538,0.04441366,0.00006167855,0.05532219,0.0004356315,0.0004766957,0.00004768576,0.00005949521,0.005629193],"genre_scores_gemma":[0.8695328,0.02628841,0.002099627,0.09415635,0.001417043,0.0001704442,0.0005061872,0.00006551916,0.005763628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060527,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05351253557539076,"score_gpt":0.2548453222217565,"score_spread":0.2013327866463657,"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."}}