{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392851,0.0001353868,0.0003128385,0.0003018005,0.00009279647,0.00004690884,0.0004264163,0.00007503745,0.00007471569],"category_scores_gemma":[0.0006693825,0.00006911068,0.00008567763,0.0007963818,0.0003481502,0.0005100787,0.0003775087,0.0001413792,0.000002507885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939209,"about_ca_system_score_gemma":0.00005502488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004906103,"about_ca_topic_score_gemma":0.009318911,"domain_scores_codex":[0.9980323,0.00013683,0.0006075825,0.0002641303,0.0006706325,0.0002885603],"domain_scores_gemma":[0.9982714,0.0002373701,0.0005815735,0.00004965648,0.0007055624,0.0001544513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001672619,0.0001523121,0.8964276,0.000001585065,0.0001334495,0.00001932491,0.0006125094,0.0002415545,0.01805642,0.0002536582,0.0001768956,0.08375747],"study_design_scores_gemma":[0.0005184962,0.0005592694,0.9956844,0.00002002092,0.00004068834,0.00002127365,0.0009889272,0.0002777144,0.0004916506,0.0006063752,0.0006793648,0.0001118343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977214,0.0001362258,0.00003815271,0.001041617,0.0005440148,0.0001216372,0.00002452155,0.00000752997,0.0003648767],"genre_scores_gemma":[0.9989464,0.0004366071,0.0002223389,0.000150583,0.0001167196,0.000009589085,0.00003963815,9.77846e-7,0.00007711188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09925683,"threshold_uncertainty_score":0.5200171,"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."}}