{"id":"W7115071397","doi":"10.5281/zenodo.17922337","title":"Illidops assimilis","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CNIB Foundation","funders":"","keywords":"Holotype; Ovipositor; Paratype; Host (biology); Taxonomy (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008940953,0.0002620291,0.0002599448,0.0004875653,0.006659827,0.001850793,0.001836325,0.0001769338,0.2317016],"category_scores_gemma":[0.0004747978,0.0002895019,0.0001359623,0.001240857,0.0005222444,0.0005133001,0.0008191583,0.0005031785,0.0429626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007012296,"about_ca_system_score_gemma":0.00001359268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002009876,"about_ca_topic_score_gemma":0.00000548158,"domain_scores_codex":[0.9972056,0.0005999744,0.0003655203,0.0007227493,0.0004290038,0.0006771932],"domain_scores_gemma":[0.9984483,0.00008224864,0.0001304106,0.0005968116,0.0004275439,0.0003147144],"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":[0.0002597057,0.0001232797,0.0004224229,0.0001333257,0.0001483475,0.00004071795,0.0008522258,0.0001587266,0.00003769507,0.0009137224,0.4790263,0.5178835],"study_design_scores_gemma":[0.0006850516,0.0002321343,0.009383589,0.00007157708,0.00005970627,0.00004136365,0.0009831535,0.001416805,0.0001273888,0.0001856569,0.986526,0.0002875738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02253138,0.000936055,0.002232578,0.002987776,0.0009894703,0.0006762108,0.001736645,0.0006278008,0.9672821],"genre_scores_gemma":[0.9841977,0.0005928753,0.0003407292,0.001112014,0.0002538628,5.609e-9,0.004302593,0.000291659,0.008908544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9616663,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05510274238906209,"score_gpt":0.2153567689260328,"score_spread":0.1602540265369707,"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."}}