{"id":"W2783427655","doi":"","title":"Stock Assessment of Heavybeak Parrotfish Scarus gibbus (Ruppell, 1829) (Family: Scaridae) off Tuticorin Coast, India (08°53.6’N, 78°16’E and 08°53.8’N, 78°32’E) – 36M","year":2017,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parrotfish; Fishing; Fishery; Overfishing; Biology; Fish measurement; Coral reef; Animal science; Fish <Actinopterygii>","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":[0.0001680689,0.0002399809,0.0001064884,0.0008989122,0.0002385044,0.0001881593,0.0002259888,0.0001443296,0.00116863],"category_scores_gemma":[0.00028803,0.000107488,0.000157933,0.0003516858,0.0001105652,0.0002018721,0.0001844046,0.0001002822,0.0002577487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669074,"about_ca_system_score_gemma":0.0001596726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996447,"about_ca_topic_score_gemma":0.06627921,"domain_scores_codex":[0.9999371,0.000005780238,0.000007093532,0.00001717143,0.00002252205,0.00001026913],"domain_scores_gemma":[0.9997802,0.00001513611,0.00008082347,0.000008040444,0.00007776863,0.00003792884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007083,0.00004883197,0.982031,0.00003786344,0.00002161651,0.0004160439,0.0003404292,0.0004067758,0.005064242,0.00006199565,0.000284731,0.01118584],"study_design_scores_gemma":[0.000003276947,0.0001983019,0.9974902,0.00001233903,0.00001561869,0.0001619821,0.0004468562,0.0007429747,0.0005668541,0.00001920194,0.0003374494,0.000004967603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989754,0.00007742891,0.00008567551,0.00001371008,0.000002759672,0.000006889064,0.000335931,0.000003524547,0.0004987182],"genre_scores_gemma":[0.9979487,0.00008918125,0.0002967822,0.000008175746,0.000001993708,0.000008895508,0.0006177248,0.000001077975,0.001027456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996447,"threshold_uncertainty_score":0.03969651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260177554164306,"score_gpt":0.2903236792024262,"score_spread":0.2677219036607832,"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."}}