{"id":"W6929803342","doi":"10.5281/zenodo.10406158","title":"Scipopus (Scipopus) calocephalus MYCRO","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Bayesian Modeling and Causal Inference","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Holotype; Type locality; Frit; Paratype; Type (biology)","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":[0.00006387785,0.0006743203,0.0001881091,0.002179272,0.001767154,0.0004062786,0.0004267193,0.0004261634,0.0142218],"category_scores_gemma":[0.0003988487,0.0001614397,0.0001625615,0.001305515,0.0006775118,0.0007228216,0.001093976,0.0004951518,0.003548937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007549213,"about_ca_system_score_gemma":0.0005587038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923256,"about_ca_topic_score_gemma":0.03947264,"domain_scores_codex":[0.9998728,0.000008759441,0.000008516352,0.00003168844,0.00006092248,0.00001738456],"domain_scores_gemma":[0.9998845,0.00001363656,0.00004261883,0.00001108226,0.00002878994,0.00001922231],"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":[0.0006480052,0.0001275502,0.07572763,0.001514574,0.0001201844,0.005888971,0.002414454,0.001468516,0.03706419,0.007309499,0.0466449,0.8210716],"study_design_scores_gemma":[0.00006453625,0.0001811433,0.4424617,0.0007293225,0.0001237981,0.01081746,0.002213897,0.0009051788,0.005873406,0.001934569,0.5346531,0.00004189042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4465263,0.01279433,0.006034501,0.00115723,0.0007008898,0.0005381679,0.007990235,0.0005505168,0.5237077],"genre_scores_gemma":[0.9511674,0.00415376,0.005073664,0.0008461752,0.0001944911,0.000174881,0.005117003,0.0000494678,0.03322322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01923256,"threshold_uncertainty_score":0.04757673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0995058536929315,"score_gpt":0.3501670977370646,"score_spread":0.2506612440441331,"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."}}