{"id":"W6969036618","doi":"10.5281/zenodo.6335189","title":"Microvelia pulchella Westwood 1834","year":2022,"lang":"en","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":"","funders":"","keywords":"Marsh; Brackish water; Habitat; Cave; Vegetation (pathology); Range (aeronautics); Waves and shallow water; Hydrobiology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000452592,0.00009278797,0.0000884675,0.0001416041,0.004303206,0.0003568129,0.0009021204,0.00002508673,0.271853],"category_scores_gemma":[0.0000639678,0.0001036919,0.00004762259,0.0003874988,0.00009907206,0.0001657609,0.0004231078,0.000255502,0.01781417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002690328,"about_ca_system_score_gemma":0.000003497812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001582052,"about_ca_topic_score_gemma":0.000002685879,"domain_scores_codex":[0.9987046,0.0002676607,0.0001264545,0.0002988168,0.0003019538,0.0003005647],"domain_scores_gemma":[0.9994605,0.00002106324,0.00005950896,0.0002387723,0.00008129826,0.0001388356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000210549,0.0001626589,0.002574195,0.00003914272,0.00007716606,0.0001030927,0.001880247,0.001145835,0.0006820964,0.0004906042,0.5794925,0.4131419],"study_design_scores_gemma":[0.0003087517,0.0002026909,0.01072664,0.000002005453,0.000007423337,0.0001490089,0.0006495855,0.0003529746,0.000063035,0.00006679029,0.9873355,0.0001355954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3111499,0.0002746626,0.0004853832,0.001466565,0.0005061787,0.0005575814,0.002270014,0.0009135232,0.6823761],"genre_scores_gemma":[0.9945258,0.00002166147,0.0002213087,0.0004260168,0.00009175031,5.618714e-9,0.003395957,0.0001158979,0.001201572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6833759,"threshold_uncertainty_score":0.9969931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04955765128932861,"score_gpt":0.1882133624214696,"score_spread":0.138655711132141,"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."}}