{"id":"W6969360609","doi":"10.5281/zenodo.6761627","title":"Ectophylla alba H. Allen 1892","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beak; Cave; Ridge; White (mutation); Skull","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008292757,0.00119511,0.0003702508,0.001729483,0.0014191,0.0005597203,0.0007426915,0.0005766994,0.03497466],"category_scores_gemma":[0.0002907107,0.0003235117,0.0001502688,0.001007562,0.00049101,0.001823357,0.0008874992,0.0006081475,0.01658355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006530813,"about_ca_system_score_gemma":0.0003110034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02653498,"about_ca_topic_score_gemma":0.05088265,"domain_scores_codex":[0.9998578,0.00001032457,0.00001029137,0.00005781133,0.00004115109,0.00002268763],"domain_scores_gemma":[0.9998474,0.00002216637,0.00005736894,0.00001257919,0.00004119935,0.00001929153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002010155,0.0001573098,0.01806651,0.0006193604,0.00005016037,0.002170502,0.001262087,0.0004833924,0.01098477,0.004007548,0.09185181,0.8701455],"study_design_scores_gemma":[0.00006070364,0.0001721648,0.1265279,0.0004083879,0.00008490631,0.00358653,0.001014582,0.0002893985,0.001175863,0.0009900217,0.8656609,0.00002857699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09348204,0.02883685,0.004701767,0.001077361,0.001545699,0.0008730119,0.008011047,0.0009956141,0.8604766],"genre_scores_gemma":[0.7247009,0.02023507,0.006412752,0.002055782,0.001055602,0.000416629,0.007400112,0.0001546139,0.2375685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03497466,"threshold_uncertainty_score":0.1170019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250813181798838,"score_gpt":0.2120710716477499,"score_spread":0.1869897534678661,"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."}}