{"id":"W4391223761","doi":"10.32942/x2631w","title":"A Critique of Thompson and Ramírez-Barahona (2023) or: How I Learned to Stop Worrying and Love the Fossil Record","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"History; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004684991,0.000236382,0.0003968636,0.0001119755,0.0001275101,0.0001420937,0.000187639,0.0002049364,0.0007393748],"category_scores_gemma":[0.0002051395,0.0001349371,0.00006249708,0.0001505823,0.0002672636,0.00004180014,0.0002153614,0.0005727283,0.00006267125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003741773,"about_ca_system_score_gemma":0.00009123317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237715,"about_ca_topic_score_gemma":0.1549544,"domain_scores_codex":[0.9986972,0.0001683754,0.0002177587,0.0004984875,0.000160283,0.0002578681],"domain_scores_gemma":[0.9989566,0.000554512,0.00007810357,0.0002382632,0.00006008039,0.0001124019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005146808,0.00002132613,0.606501,0.001348904,0.0004333209,0.00007561588,0.01116227,0.0002139951,0.00002044167,0.001033494,0.0658241,0.3128508],"study_design_scores_gemma":[0.0003446064,0.0004071406,0.9093012,0.0005484923,0.0001825552,0.00007817115,0.0111398,0.00588489,0.00002010121,0.01246909,0.05899157,0.0006324027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6080571,0.09851615,0.0005948704,0.1245269,0.002844968,0.001321688,0.0003509003,0.0001533018,0.1636341],"genre_scores_gemma":[0.9657288,0.003835605,0.001923818,0.0007885943,0.0001417186,0.000004022485,0.000009942526,0.000005163247,0.02756239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3576716,"threshold_uncertainty_score":0.8604654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492587775770268,"score_gpt":0.2936024410614335,"score_spread":0.2443436634844067,"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."}}