{"id":"W4388187727","doi":"10.47767/nekton.v3i2.497","title":"Teknis Pengelolaan Pembenihan Ikan Mas Mantap Cyprinus carpio untuk Mendapatkan Benih Kualitas Unggul","year":2023,"lang":"en","type":"article","venue":"Nekton","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Cyprinus; Carp; Broodstock; Biology; Hatching; Fecundity; Fishery; Common carp; Human fertilization; Fish farming; Fish <Actinopterygii>; Animal science; Toxicology; Aquaculture; Agronomy; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003117024,0.0002040197,0.0002232371,0.00002947727,0.0003107479,0.00009565961,0.0003223148,0.0001432866,0.001337885],"category_scores_gemma":[0.00005465165,0.00008938678,0.0001112588,0.0007029152,0.00005372129,0.0001850209,0.0001282211,0.000147115,0.0009576153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004874102,"about_ca_system_score_gemma":0.00002053858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002222603,"about_ca_topic_score_gemma":0.003716053,"domain_scores_codex":[0.998338,0.0001212624,0.0003001066,0.0004082243,0.0003840608,0.0004483349],"domain_scores_gemma":[0.9993554,0.0002037432,0.0001035156,0.0001289808,0.000063363,0.0001449569],"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":[0.00019655,0.0003234872,0.171292,0.0001007286,0.0001977621,0.0003196777,0.004577962,0.00003467714,0.4338274,0.01506161,0.06460423,0.3094639],"study_design_scores_gemma":[0.0006097893,0.0006811331,0.6823778,0.00007427565,0.0001009542,0.00003736347,0.006232008,0.001012084,0.02263314,0.008134067,0.2771282,0.0009791411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879166,0.00005403677,0.000002314019,0.005382239,0.000256786,0.0002404194,0.00007661856,0.0003003787,0.00577064],"genre_scores_gemma":[0.9924263,0.00003972205,0.00004444371,0.0005583747,0.0004850042,0.00002365261,0.0004436849,0.00000312017,0.005975746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5110858,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017856964783907,"score_gpt":0.222185163164819,"score_spread":0.1920065935169799,"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."}}