{"id":"W6968252562","doi":"10.5281/zenodo.12716292","title":"Eurytoma verticillata Fabricius 1798","year":2015,"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":"Czech; Distribution (mathematics); Taxonomy (biology); Life history","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003472737,0.00008576587,0.00008272126,0.00001863281,0.0009540928,0.0004275714,0.0004882938,0.00004557992,0.008075209],"category_scores_gemma":[0.000316125,0.00004470028,0.00003704752,0.0003930466,0.00006099695,0.0001801382,0.0004913885,0.0001012528,0.007200434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008360162,"about_ca_system_score_gemma":0.000001590836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006087342,"about_ca_topic_score_gemma":0.000003016124,"domain_scores_codex":[0.9989843,0.0001493697,0.0001381547,0.0002472473,0.0002296184,0.0002513267],"domain_scores_gemma":[0.9993003,0.00001810135,0.00004668121,0.00009657758,0.000324535,0.0002138215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001106486,0.0001212931,0.00006785034,0.000005513519,0.00001106987,0.00001115172,0.0001452716,0.00001083031,0.004960618,0.001910825,0.1585785,0.8340664],"study_design_scores_gemma":[0.0001859235,0.0002668998,0.005995277,0.000006099195,0.00000498006,0.0000480917,0.0002700241,0.0001155562,0.0004965196,0.0001197072,0.9923807,0.0001101677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8604869,0.00007604682,0.0002394216,0.001150366,0.00009271561,0.0002426619,0.0002444031,0.0006182234,0.1368493],"genre_scores_gemma":[0.9982391,0.000008493378,0.00002479033,0.0001606152,0.0001697926,2.346051e-8,0.001261464,0.00001245183,0.000123289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8339562,"threshold_uncertainty_score":0.9935726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07054938185153607,"score_gpt":0.2286645885833236,"score_spread":0.1581152067317875,"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."}}