{"id":"W6893657718","doi":"10.5281/zenodo.3867814","title":"Trogloiulus binii Enghoff 1985","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":"Arthropod mouthparts; Habitat; Distribution (mathematics); Adaptation (eye)","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":[0.0003848817,0.0001024179,0.0001040138,0.0001015899,0.006210659,0.001389538,0.001410275,0.00005258173,0.09197576],"category_scores_gemma":[0.0002880262,0.0001015985,0.00005163344,0.0000949772,0.0003163204,0.0004672326,0.000300734,0.0001748355,0.03509949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001237958,"about_ca_system_score_gemma":0.000002577043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003165032,"about_ca_topic_score_gemma":0.000008798735,"domain_scores_codex":[0.9989125,0.0001221592,0.0001204272,0.0002956414,0.000238365,0.000310902],"domain_scores_gemma":[0.9990467,0.0000167966,0.0001020182,0.0005212137,0.0001256212,0.0001876743],"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":[0.000145489,0.00006554474,0.003824804,0.00003177044,0.00006116533,0.00007300113,0.0008405923,0.0000664387,0.0001205176,0.0006889292,0.1617936,0.8322881],"study_design_scores_gemma":[0.0003919222,0.0001273245,0.06910098,0.000007357768,0.000008628828,0.00004930468,0.000155678,0.0004068899,0.00008150768,0.0001187535,0.9294192,0.0001324895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1249102,0.00008550051,0.0003982342,0.001254819,0.0003367775,0.0002772477,0.0006056129,0.0004946672,0.871637],"genre_scores_gemma":[0.997345,0.00003519547,0.0002585347,0.0001415029,0.0001662019,1.866486e-9,0.001027108,0.00009278357,0.0009336733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8724349,"threshold_uncertainty_score":0.9996471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07896547175483175,"score_gpt":0.2180558052543828,"score_spread":0.139090333499551,"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."}}