{"id":"W6912484356","doi":"10.5281/zenodo.3867584","title":"Typhloiulus tobias","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); Subject (documents)","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":[0.00005843135,0.0003831935,0.0001700982,0.001039662,0.0005632578,0.0001918146,0.0002233876,0.0003057451,0.01929616],"category_scores_gemma":[0.0002766694,0.0001554343,0.0001128469,0.0004335046,0.0003587893,0.0003506308,0.0006407321,0.0001974842,0.006094185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003296335,"about_ca_system_score_gemma":0.0002168916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007698841,"about_ca_topic_score_gemma":0.01464409,"domain_scores_codex":[0.9999419,0.00000412989,0.000005097293,0.00001649587,0.00001682385,0.00001548905],"domain_scores_gemma":[0.9999256,0.000008802083,0.00003427012,0.000005490697,0.00001281082,0.00001314434],"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":[0.0006799041,0.0001233859,0.1207231,0.001408384,0.00006298504,0.001892513,0.002233841,0.0009824098,0.03891511,0.002822636,0.02372837,0.8064274],"study_design_scores_gemma":[0.00008901625,0.0006650634,0.7967991,0.001157989,0.00008203299,0.004776886,0.001917424,0.000603751,0.002945797,0.001102706,0.1898286,0.00003178107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.62555,0.008832751,0.002754582,0.0003819434,0.0004697877,0.0003129932,0.004100898,0.0005853713,0.3570116],"genre_scores_gemma":[0.9574158,0.003043177,0.001449922,0.0002125696,0.0000972847,0.0001041519,0.002385693,0.0000223878,0.03526901],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01929616,"threshold_uncertainty_score":0.06455213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09411948183216726,"score_gpt":0.2205912073074716,"score_spread":0.1264717254753044,"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."}}