{"id":"W2137204354","doi":"10.5376/ijms.2015.05.0036","title":"Recruitment Pattern, Virtual Population Analysis (Vpa) and Exploitation Status of <i>Lethrinus Lentjan</i> (Lacepede, 1802) Exploited in Thoothukudi Coast, Tamil Nadu, India","year":2015,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tamil; Fishery; Population; Biology; Geography; Medicine; Environmental health; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001604089,0.0001170329,0.00008450911,0.001290015,0.0003031771,0.0002905852,0.0003283964,0.0001219123,0.0009602709],"category_scores_gemma":[0.0003975036,0.0001084635,0.0001444301,0.0007631574,0.0002771502,0.0002085869,0.0002870231,0.0001128499,0.0002365259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005450366,"about_ca_system_score_gemma":0.0003398656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02693084,"about_ca_topic_score_gemma":0.07415181,"domain_scores_codex":[0.9998909,0.00001572588,0.00001131224,0.00003862923,0.0000198118,0.00002365847],"domain_scores_gemma":[0.9997414,0.0000385257,0.0001103904,0.00001358057,0.00004298697,0.0000530719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004081763,0.00002063731,0.9922334,0.00001619124,0.00001512859,0.0001713121,0.0006436416,0.0003377928,0.00122833,0.00006695556,0.0001847488,0.005040915],"study_design_scores_gemma":[0.000001327505,0.00003401651,0.9983338,0.000003426917,0.00000528335,0.0001336189,0.000543567,0.0006687567,0.00007935723,0.00001732934,0.0001751346,0.000004524203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992872,0.00002830165,0.00004220571,0.000007799926,8.895169e-7,0.000003479883,0.0001858797,0.000003490832,0.000440743],"genre_scores_gemma":[0.9988838,0.00002270911,0.0001546315,0.000004067832,9.363332e-7,0.000008024453,0.0004043824,0.000001056607,0.000520331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02693084,"threshold_uncertainty_score":0.05354816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04501110557324787,"score_gpt":0.2831773773566001,"score_spread":0.2381662717833522,"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."}}