{"id":"W6912452207","doi":"10.5281/zenodo.3867582","title":"Typhloiulus strictus","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":"Cave; Distribution (mathematics); Habitat; Plant litter; Context (archaeology)","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":[0.00004721924,0.0004206149,0.0001323441,0.0009287764,0.0006298546,0.0001802293,0.0001858933,0.0002093241,0.01597242],"category_scores_gemma":[0.0001836649,0.0001350074,0.0001096321,0.0005128219,0.000366604,0.0002607246,0.0004657362,0.0001323958,0.005816289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133881,"about_ca_system_score_gemma":0.0001665127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007781818,"about_ca_topic_score_gemma":0.01696469,"domain_scores_codex":[0.9999532,0.000004761659,0.000005254866,0.00001176404,0.00001157585,0.00001353862],"domain_scores_gemma":[0.9999031,0.00001106202,0.00004769776,0.000005320529,0.00001822894,0.00001462682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007893352,0.0001084342,0.257854,0.001197876,0.00005253988,0.002723021,0.001769334,0.0008936964,0.03850579,0.002105424,0.0289918,0.6650088],"study_design_scores_gemma":[0.00003831184,0.0003496568,0.8652172,0.0004598557,0.00004254739,0.003960573,0.001614892,0.0004178595,0.002663985,0.0003917379,0.124823,0.00002035984],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6344858,0.004715228,0.002548909,0.0002530859,0.0003076884,0.0002000814,0.005225772,0.0004628503,0.3518006],"genre_scores_gemma":[0.9750358,0.00123427,0.001087656,0.0001885894,0.00005083828,0.00007640847,0.002964288,0.00002084171,0.01934139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597242,"threshold_uncertainty_score":0.053433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08285791058366676,"score_gpt":0.2175305776088749,"score_spread":0.1346726670252081,"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."}}