{"id":"W6912942307","doi":"10.5281/zenodo.7252995","title":"Pyrausta canotinctalis Hampson 1896","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Type (biology); Expert system","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":[0.0000997324,0.0006102066,0.0002672801,0.001732284,0.00169756,0.0004915829,0.0005806648,0.0004925423,0.02727223],"category_scores_gemma":[0.0004625575,0.0002513521,0.00009594144,0.001683246,0.0006927318,0.001052944,0.0008833215,0.000360151,0.007131649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009730434,"about_ca_system_score_gemma":0.0005179696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03197967,"about_ca_topic_score_gemma":0.07170584,"domain_scores_codex":[0.9997842,0.00001635346,0.00001323417,0.00006173645,0.00009082411,0.00003373333],"domain_scores_gemma":[0.9997881,0.00004001107,0.00005782368,0.00001768356,0.00007012256,0.00002635863],"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":[0.0003111701,0.0001828158,0.04920052,0.001118249,0.00005980981,0.004237304,0.002249005,0.0007191733,0.01192667,0.005327993,0.08386139,0.8408058],"study_design_scores_gemma":[0.00004545603,0.0001421829,0.2653481,0.0005750926,0.0000699636,0.009346304,0.001719358,0.0003691717,0.002270892,0.001468973,0.7186078,0.00003674078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1087309,0.01171227,0.001660666,0.0008181183,0.0008197658,0.0004448583,0.003595738,0.0004598244,0.871758],"genre_scores_gemma":[0.9048115,0.006833608,0.002336142,0.0006256149,0.000259654,0.0001750338,0.003173845,0.00004029722,0.0817443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03197967,"threshold_uncertainty_score":0.09123468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620174706352093,"score_gpt":0.2731185831191724,"score_spread":0.2469168360556515,"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."}}