{"id":"W4415853721","doi":"10.53555/kw54zr65","title":"Reproductive biology of Amblypharyngodon melletinus muriyadensis – an ornamental fish of the Western Ghats of India","year":2023,"lang":"","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spawn (biology); Ornamental plant; Breed; Reproductive biology; Dominance (genetics); Fish <Actinopterygii>; Fish stock","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":[0.00005961215,0.0001379476,0.00007820785,0.000463317,0.0003736919,0.0002103561,0.0001623698,0.0001553216,0.001452245],"category_scores_gemma":[0.0001329963,0.0001352048,0.0001153411,0.0001323613,0.0003058384,0.0001658108,0.0002568188,0.0001943958,0.0002416995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003836429,"about_ca_system_score_gemma":0.0001676492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009790655,"about_ca_topic_score_gemma":0.03864932,"domain_scores_codex":[0.9999579,0.000004191978,0.000002418023,0.00001579187,0.000006749685,0.00001292847],"domain_scores_gemma":[0.9998884,0.00001396663,0.00004723169,0.000006365567,0.00001589697,0.00002813577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004337615,0.0003399834,0.6674311,0.000135756,0.0000305083,0.001093667,0.003709692,0.0001880373,0.3053223,0.0003266681,0.0003773077,0.02061138],"study_design_scores_gemma":[0.000002289038,0.0002210769,0.9965642,0.000004441514,0.000007357623,0.0003067441,0.0006133365,0.00008993063,0.001772887,0.00003073041,0.0003814959,0.000005502381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992888,0.00006974123,0.00002781803,0.000011557,0.000001308151,0.00000388933,0.00005422147,0.000002466599,0.0005401485],"genre_scores_gemma":[0.9983813,0.00003831972,0.00008783533,0.00001930948,0.000001202697,0.000005514386,0.00006625064,0.000001328958,0.001398929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009790655,"threshold_uncertainty_score":0.01946735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667959100042252,"score_gpt":0.2857930847438318,"score_spread":0.1189971747396066,"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."}}