{"id":"W2198619987","doi":"","title":"Lobster fishing in Ceylon","year":2021,"lang":"en","type":"article","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceylon; Fishery; Fishing; Spiny lobster; Reef; Geography; Coral reef; Crustacean; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005514801,0.0002959588,0.0002900524,0.000820331,0.001521319,0.0009430571,0.0005562389,0.0004566851,0.006304104],"category_scores_gemma":[0.0008372311,0.0002599427,0.000200036,0.000767638,0.000949398,0.000465835,0.0009961877,0.000401485,0.0004917005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669783,"about_ca_system_score_gemma":0.001810752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07358057,"about_ca_topic_score_gemma":0.1791922,"domain_scores_codex":[0.9996088,0.00007940177,0.000030585,0.00008305212,0.00007316027,0.0001249481],"domain_scores_gemma":[0.9995897,0.00008012127,0.00009081407,0.00002918981,0.00006672343,0.0001433827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002387977,0.0008869262,0.7299969,0.001841119,0.0001073527,0.01946351,0.02014447,0.0008819094,0.09419703,0.003365253,0.002853141,0.1238745],"study_design_scores_gemma":[0.00005788288,0.001365595,0.9709372,0.0002586026,0.00003137861,0.002350887,0.008990257,0.0002158111,0.00326064,0.0001316096,0.01236292,0.00003729477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889835,0.0004191109,0.00004882515,0.0001051335,0.00001042458,0.00006454589,0.0001258573,0.000009272231,0.01023334],"genre_scores_gemma":[0.9923849,0.000825489,0.0003959886,0.0001084569,0.000003882387,0.00003897614,0.0001493732,0.000004635995,0.006088327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07358057,"threshold_uncertainty_score":0.1463045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265825103188976,"score_gpt":0.2393257779132414,"score_spread":0.2266675268813517,"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."}}