{"id":"W6950237429","doi":"10.5281/zenodo.7231966","title":"Phyllobrotica Chevrolat","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holarctic; Nearctic ecozone; Genus; Taxonomy (biology); Key (lock)","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":[0.000103276,0.0003739603,0.0001812673,0.00120104,0.001341273,0.0004507629,0.0004625712,0.000473229,0.009698085],"category_scores_gemma":[0.0003477984,0.0001578524,0.0001340982,0.0005265278,0.0004023231,0.0008274596,0.0007683727,0.0006104567,0.003108296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056527,"about_ca_system_score_gemma":0.0002549998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003523812,"about_ca_topic_score_gemma":0.007607871,"domain_scores_codex":[0.9998673,0.00002039856,0.000009688331,0.0000440806,0.00004106382,0.00001744043],"domain_scores_gemma":[0.9998474,0.00003070337,0.0000538582,0.00001715669,0.00003706473,0.00001371171],"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":[0.0003715763,0.0001069914,0.04694628,0.0009487538,0.00008067618,0.002800405,0.002463517,0.00130762,0.04601576,0.008109123,0.04530851,0.8455406],"study_design_scores_gemma":[0.0000447231,0.0002024931,0.2428957,0.0006216757,0.00006367161,0.01173233,0.001033578,0.000982351,0.004498035,0.001743543,0.7361538,0.00002814894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4124268,0.03432,0.009110537,0.001881963,0.0008964394,0.0002682454,0.004081469,0.001114915,0.5358997],"genre_scores_gemma":[0.9519776,0.005095971,0.003280645,0.0006488836,0.0002399528,0.00007523676,0.001948932,0.00005445319,0.0366784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009698085,"threshold_uncertainty_score":0.03244334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345648469617631,"score_gpt":0.205628154298537,"score_spread":0.1721716696023607,"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."}}