{"id":"W6968887296","doi":"10.5281/zenodo.3853386","title":"Flavalona bicolor Sinev & Dumont 2016, comb. nov.","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dorsum; Margin (machine learning); Rostrum; Keel; Claw","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":[0.0002123779,0.001486617,0.0006254677,0.002196764,0.002424579,0.0008937023,0.00115631,0.0008648806,0.01079988],"category_scores_gemma":[0.0007449285,0.0004284689,0.0003395045,0.0009993493,0.0007070812,0.002039687,0.001201166,0.0009317784,0.008079009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009832043,"about_ca_system_score_gemma":0.0005605408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357078,"about_ca_topic_score_gemma":0.05374534,"domain_scores_codex":[0.9996617,0.00002896159,0.00003308388,0.0001612339,0.0000800664,0.00003493252],"domain_scores_gemma":[0.9995721,0.00006106566,0.0001073566,0.0000606478,0.0001549111,0.00004388691],"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":[0.0005923328,0.0001785284,0.02407658,0.001257975,0.0001679439,0.003081778,0.001292293,0.001461427,0.02620521,0.002204303,0.03581478,0.9036668],"study_design_scores_gemma":[0.0003369903,0.0003971099,0.2258368,0.001284512,0.0003837947,0.01979901,0.002963033,0.002007957,0.004619395,0.002650009,0.7395655,0.0001558469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4139601,0.0779222,0.02552621,0.002796606,0.003861737,0.002209435,0.02107525,0.003211378,0.4494371],"genre_scores_gemma":[0.8697044,0.01216007,0.02411146,0.002581564,0.0004817062,0.0008827959,0.01474131,0.0002572468,0.07507942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02357078,"threshold_uncertainty_score":0.04686713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152346056565935,"score_gpt":0.2257225927423195,"score_spread":0.2041991321766601,"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."}}