{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1076938,0.0008353115,0.001795647,0.003745574,0.003195348,0.009575028,0.004503401,0.007176498,0.06264754],"category_scores_gemma":[0.3404827,0.001045646,0.002003195,0.004708699,0.004995343,0.00980096,0.004696956,0.01614012,0.03216691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003440534,"about_ca_system_score_gemma":0.01405302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004983528,"about_ca_topic_score_gemma":0.007124606,"domain_scores_codex":[0.860418,0.100084,0.007904272,0.00419597,0.02416202,0.003235801],"domain_scores_gemma":[0.5955492,0.2659716,0.01579313,0.05657167,0.06138734,0.004727149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006180946,0.0001899963,0.001501573,0.002416037,0.0002229925,0.000236055,0.002918563,0.0008307174,0.001424273,0.3898795,0.4500834,0.1496788],"study_design_scores_gemma":[0.00008675208,0.0001286383,0.002066097,0.001904331,0.00008310181,0.0002614898,0.0004448408,0.0009201705,0.001824668,0.0645111,0.9276649,0.0001038218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005603527,0.01029604,0.4441413,0.1678359,0.06125164,0.001809823,0.005952637,0.009356217,0.2937529],"genre_scores_gemma":[0.1150943,0.01059811,0.4323207,0.08978885,0.04202293,0.01086683,0.006416847,0.0239278,0.2689637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1076938,"threshold_uncertainty_score":0.569546,"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."}}