{"id":"W6912029686","doi":"10.5281/zenodo.14200276","title":"Corydalus Latreille 1802","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":"Corydalis; Spelling; 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":[0.0001123148,0.0008163463,0.0003747092,0.001585069,0.001300921,0.0004149731,0.0008601906,0.0005379507,0.0175801],"category_scores_gemma":[0.0003907873,0.0001631629,0.0001685548,0.0007393816,0.0004492992,0.0007887164,0.001047073,0.0006072683,0.0030308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038736,"about_ca_system_score_gemma":0.0008453401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04434576,"about_ca_topic_score_gemma":0.08929297,"domain_scores_codex":[0.9997731,0.00001635646,0.00001684837,0.00005593124,0.0000925408,0.00004540365],"domain_scores_gemma":[0.9998247,0.00001515105,0.00004834176,0.00001381952,0.00007793193,0.00002002798],"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":[0.0004599018,0.0001201623,0.04631399,0.001422268,0.00006635222,0.003480985,0.003205176,0.000554088,0.04186257,0.01051596,0.06184534,0.8301532],"study_design_scores_gemma":[0.00005862688,0.0001219289,0.1636271,0.0005875131,0.00003992458,0.004144049,0.001920954,0.0002601526,0.002264352,0.0008342511,0.8261081,0.00003302915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1854293,0.01806044,0.002165516,0.0009235659,0.001454673,0.0004991272,0.002049738,0.0008688514,0.7885487],"genre_scores_gemma":[0.9143423,0.003960667,0.002631477,0.0008985366,0.0002393283,0.0002240001,0.002607175,0.0001236817,0.0749728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04434576,"threshold_uncertainty_score":0.0881753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461103335674116,"score_gpt":0.2047960490703951,"score_spread":0.170185015713654,"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."}}