{"id":"W4417155431","doi":"10.1353/hms.2025.a976685","title":"The Importance of Treatise 2.2.6.1","year":2025,"lang":"en","type":"article","venue":"Hume studies","topic":"SAS software applications and methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008261511,0.00003940882,0.00007864438,0.00001432831,0.00006893843,0.000002938776,0.00005480555,0.000009643997,0.000002543338],"category_scores_gemma":[0.00006090547,0.00002564367,0.0000208869,0.0001163078,0.00005500631,0.000009998229,0.00001864352,0.00002303515,0.000001995724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001253118,"about_ca_system_score_gemma":0.000004446515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001534754,"about_ca_topic_score_gemma":0.00002269692,"domain_scores_codex":[0.9997718,0.000005502272,0.00009673976,0.00004093081,0.0000257899,0.00005927156],"domain_scores_gemma":[0.9995894,0.0002117967,0.0000107102,0.0001512301,0.0000319852,0.000004881437],"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":[0.000009812386,0.000031139,0.07364082,0.0003335074,0.001183163,0.000001429197,0.002254151,0.0006233873,0.002218131,0.1743478,0.1461678,0.5991889],"study_design_scores_gemma":[0.0004800822,0.00003077659,0.1205985,0.0001191018,0.0001509782,0.000001248052,0.004022813,0.0005621586,0.02150404,0.06003945,0.7922263,0.0002645514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.416554,0.3586752,0.04204265,0.001291697,0.001227212,0.0006698389,0.0000173467,0.0008583916,0.1786637],"genre_scores_gemma":[0.9760932,0.009305826,0.01066553,0.00005410928,0.00003772183,0.0001954348,7.048513e-7,0.00001065267,0.003636786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6460584,"threshold_uncertainty_score":0.1045719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043005975394447,"score_gpt":0.3534240924888224,"score_spread":0.3229940327348779,"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."}}