{"id":"W6930951385","doi":"10.5281/zenodo.3867067","title":"Typhloiulus kotelensis Jawlowski 1938","year":2017,"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":"BC Research (Canada)","funders":"","keywords":"Distribution (mathematics); Cave; Natural (archaeology); Vegetation (pathology)","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003629846,0.0001012506,0.0001048724,0.00009819184,0.005986312,0.001250555,0.00126678,0.00005493577,0.08405044],"category_scores_gemma":[0.0003150752,0.00010126,0.00005051535,0.00009658579,0.0002472048,0.0004352756,0.000300197,0.000168206,0.03872886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001282404,"about_ca_system_score_gemma":0.000002392686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003888305,"about_ca_topic_score_gemma":0.00001314362,"domain_scores_codex":[0.9989451,0.0001077433,0.0001152707,0.0002945609,0.0002334152,0.0003038754],"domain_scores_gemma":[0.9990221,0.00001805703,0.00009788906,0.0005346101,0.0001502347,0.0001770708],"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":[0.0001386525,0.00005113276,0.003971484,0.00003196032,0.00006235725,0.00007721502,0.0006696102,0.00008369981,0.00009107227,0.0004373116,0.1686312,0.8257543],"study_design_scores_gemma":[0.0003047519,0.00010181,0.08629639,0.000008282297,0.000009381147,0.00005637634,0.0001488467,0.0004895877,0.00007853466,0.00009499313,0.9122738,0.0001371941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1847526,0.00007070776,0.0003387633,0.001010934,0.0003039661,0.0002402329,0.0004223085,0.000424683,0.8124358],"genre_scores_gemma":[0.9976448,0.00004142488,0.0002773872,0.0001432315,0.0001469272,1.520457e-9,0.0007870269,0.00009262237,0.000866542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8256171,"threshold_uncertainty_score":0.9997863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07503952183830614,"score_gpt":0.2146522467819896,"score_spread":0.1396127249436834,"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."}}