{"id":"W7115064001","doi":"10.5281/zenodo.17922330","title":"Illidops albostigmalis van Achterberg & Fernandez-Triana 2017","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; Range (aeronautics); Animal ecology; Type (biology); Distribution (mathematics); Parasitoid; Phoridae","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":[0.00009197793,0.0008821936,0.0002263806,0.001704496,0.001200608,0.000759836,0.0005416426,0.0006724163,0.03198034],"category_scores_gemma":[0.0003366707,0.0002654167,0.0002683869,0.0005664754,0.0004942182,0.00132777,0.0008484744,0.0008078607,0.00817697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006444996,"about_ca_system_score_gemma":0.0005044227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008986359,"about_ca_topic_score_gemma":0.01138313,"domain_scores_codex":[0.9998782,0.00001315438,0.00000873392,0.0000406321,0.00003728582,0.00002203242],"domain_scores_gemma":[0.9998928,0.00001803247,0.0000394442,0.00001154126,0.00002597022,0.00001214581],"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":[0.0007664185,0.0001730495,0.02154968,0.002356519,0.0001664718,0.004942354,0.002257635,0.001279952,0.051746,0.01378124,0.1180825,0.7828981],"study_design_scores_gemma":[0.0001131292,0.0001388101,0.1518372,0.001469521,0.0001942988,0.01276166,0.003060913,0.0008892844,0.01204694,0.00442473,0.8130025,0.0000609852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1128081,0.02153545,0.006444137,0.002039395,0.001098211,0.0005583191,0.008253315,0.0008270362,0.8464361],"genre_scores_gemma":[0.8159988,0.01119544,0.006565549,0.001321328,0.0003610261,0.0003523052,0.00436624,0.0001522709,0.159687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03198034,"threshold_uncertainty_score":0.1069849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248799559715125,"score_gpt":0.2528246803618582,"score_spread":0.2279447243903457,"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."}}