{"id":"W7004887332","doi":"","title":"Overview of elasmobranch fisheries of West&#13;\\nBengal in 2018","year":2018,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West bengal; Quarter (Canadian coin); Fisheries management; West coast; Sustainability; Fishing; BENGAL; Hook","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00147632,0.0003493592,0.000660981,0.0002371934,0.0007334921,0.0002228553,0.003801852,0.0003112435,0.01257246],"category_scores_gemma":[0.0009543578,0.0003276186,0.0001290123,0.001157112,0.01013851,0.003842141,0.01180608,0.0007646555,0.0002484571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671028,"about_ca_system_score_gemma":0.0007347456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06710974,"about_ca_topic_score_gemma":0.03155924,"domain_scores_codex":[0.9955476,0.0005319504,0.001103158,0.0008999031,0.0009374317,0.0009799749],"domain_scores_gemma":[0.998147,0.0001671229,0.0002783285,0.0009049335,0.0002416419,0.0002609766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106568,0.0006284609,0.9715431,0.0001593056,0.00006820328,0.0001174073,0.0002754998,0.000232738,0.003154045,0.01356004,0.003516115,0.005638553],"study_design_scores_gemma":[0.0009344009,0.0002962759,0.8628711,0.0001027784,0.00001148077,0.00008220759,0.000052146,0.0001025785,0.01494887,0.002892473,0.1174168,0.0002888987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018288,0.00003720123,0.00007081779,0.0004627533,0.001199718,0.0007107315,0.00001722738,0.00002180232,0.295651],"genre_scores_gemma":[0.9952567,0.0003309711,0.0008404023,0.0001148027,0.0002484618,0.0001390355,0.0000562172,0.00002084008,0.002992623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934279,"threshold_uncertainty_score":0.9999176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269208981697831,"score_gpt":0.4001055878943993,"score_spread":0.2731846897246162,"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."}}