{"id":"W4404946236","doi":"10.51791/njap.vi.7057","title":"OPTIMIZATION OF INDUCED OVULATION AND SPAWNING OF AFRICAN CLARIID CATFISH, Heterobranchus bidorsalis (Geoffroy-Saint-Hilaire, 1809) USING SYNTHETIC HORMONE","year":2024,"lang":"en","type":"article","venue":"Nigerian Journal of Animal Production","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catfish; Ovulation; Biology; Fishery; Induced ovulation; Zoology; Hormone; Endocrinology; Fish <Actinopterygii>","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":[],"consensus_categories":[],"category_scores_codex":[0.0006739214,0.0001135422,0.0002335194,0.0001521106,0.0000890903,0.00002256953,0.00007700509,0.0001063164,0.0002943106],"category_scores_gemma":[0.0001049619,0.0001020538,0.00006063994,0.0003157654,0.0001794751,0.0005813016,0.00003512894,0.0001846708,0.000004271834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466424,"about_ca_system_score_gemma":0.00003299922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155033,"about_ca_topic_score_gemma":0.00001652751,"domain_scores_codex":[0.9987931,0.00009320796,0.0005372852,0.0002035041,0.0002338592,0.0001390473],"domain_scores_gemma":[0.9993471,0.00002289723,0.0004189451,0.0001035074,0.0000539318,0.00005363183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002790235,0.00008893077,0.007954706,0.00005293747,0.00004308907,0.00001219911,0.001800821,0.02730191,0.9577833,0.00006573069,0.00009620132,0.004521167],"study_design_scores_gemma":[0.001281516,0.006336094,0.4256353,0.0007736929,0.00092369,0.001551887,0.0021275,0.1361575,0.4225355,0.00171916,0.0001316252,0.0008264274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928997,0.00012345,0.006025741,0.0003122987,0.0004325383,0.0001384983,0.00000180621,0.00001002385,0.00005589961],"genre_scores_gemma":[0.9937952,0.00002044104,0.005999551,0.000007938177,0.0001399626,9.337039e-7,0.00000201277,0.00001476018,0.00001926902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5352477,"threshold_uncertainty_score":0.4161634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212181785993264,"score_gpt":0.2417913752403737,"score_spread":0.2205731966410473,"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."}}