{"id":"W6931242898","doi":"10.5281/zenodo.3867350","title":"Pachyiulus flavipes","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Expansive; Habitat; Climbing; Distribution (mathematics); Natural enemies","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002947953,0.0001011829,0.0001488832,0.0001017211,0.002912491,0.0007222207,0.0006766979,0.00005488117,0.0199286],"category_scores_gemma":[0.001025626,0.0001026958,0.00005181702,0.00008500851,0.0002536909,0.0001626797,0.0007171895,0.0002084185,0.01105181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359954,"about_ca_system_score_gemma":0.000005375397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003409758,"about_ca_topic_score_gemma":4.251629e-7,"domain_scores_codex":[0.9989135,0.0000742683,0.0001583291,0.0002961691,0.000258192,0.0002995093],"domain_scores_gemma":[0.9984223,0.000008194224,0.00009174803,0.0009324376,0.0003374219,0.0002078968],"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":[0.0001609271,0.0002829729,0.0001559686,0.0001458826,0.00007664649,0.0001465634,0.001239349,8.815456e-7,0.03226897,0.00961755,0.4522098,0.5036945],"study_design_scores_gemma":[0.0008564701,0.000211221,0.02721615,0.00009035654,0.00002299051,0.0003217395,0.00007921882,0.00005405683,0.001913437,0.0002047168,0.9689224,0.0001072571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1629057,0.0001193561,0.001098549,0.005122543,0.0001855175,0.0006122236,0.0001107151,0.0008007404,0.8290447],"genre_scores_gemma":[0.9893338,0.00006807283,0.0003378314,0.0001980164,0.0002666599,1.972163e-8,0.0003625922,0.0008844103,0.008548598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8264281,"threshold_uncertainty_score":0.9983856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638019431418279,"score_gpt":0.2980166514976022,"score_spread":0.2516364571834194,"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."}}