{"id":"W7115064797","doi":"10.5281/zenodo.17922370","title":"Illidops planiscapus","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CNIB Foundation","funders":"","keywords":"Holotype; Host (biology); Identification (biology); Type (biology); Set (abstract data type); Genus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005088522,0.0005055961,0.0001190026,0.0009227897,0.0007516966,0.0003215211,0.0002546165,0.0001896292,0.008838294],"category_scores_gemma":[0.0001400213,0.0001230701,0.00008789471,0.0003857509,0.0004325727,0.0006029627,0.0006948379,0.0002477915,0.001805276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972208,"about_ca_system_score_gemma":0.0001852441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003223863,"about_ca_topic_score_gemma":0.004734274,"domain_scores_codex":[0.9999321,0.000006078463,0.000005203064,0.0000227273,0.00002287862,0.00001103526],"domain_scores_gemma":[0.9999528,0.000006661828,0.00002017856,0.000004356568,0.000009278859,0.000006772379],"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":[0.0003855972,0.0001389105,0.06331044,0.001110404,0.00005672029,0.002318679,0.002169248,0.0007324372,0.04982543,0.01367861,0.01252103,0.8537526],"study_design_scores_gemma":[0.00005024868,0.0003444332,0.6380183,0.0006650372,0.0001326318,0.01665708,0.00252275,0.0009677041,0.01067061,0.005437582,0.3244869,0.00004662937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5890979,0.009713189,0.007109659,0.0004595502,0.0001980013,0.0002644458,0.00154282,0.0003243747,0.3912902],"genre_scores_gemma":[0.9699646,0.003682321,0.003985079,0.0003281951,0.00005848253,0.00008222566,0.0007500817,0.00002268335,0.02112634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008838294,"threshold_uncertainty_score":0.02956706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861766878519238,"score_gpt":0.2377714575859556,"score_spread":0.2191537888007632,"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."}}