{"id":"W7115947432","doi":"10.1080/20403313.2025.2554457","title":"Reply to Alford-Duguid, Jímenez, Koles, and Stern","year":2025,"lang":"en","type":"article","venue":"Jurisprudence","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stern; Jurisprudence; Criticism","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":[0.0002597959,0.000125444,0.000234431,0.0001551166,0.00004490462,0.00001735251,0.0001138656,0.00005817757,0.00007351843],"category_scores_gemma":[0.0003170895,0.0001056127,0.00003056237,0.0003002818,0.00008012331,0.00006062297,0.0001051725,0.0001324456,0.00005845603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006540745,"about_ca_system_score_gemma":0.00008887723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008910491,"about_ca_topic_score_gemma":0.000009729292,"domain_scores_codex":[0.9989007,0.00002229652,0.0002681283,0.0003162391,0.0002840061,0.000208652],"domain_scores_gemma":[0.9991398,0.00008124145,0.00004504528,0.0004537884,0.00009812874,0.0001820241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001291327,0.0003504971,0.4559985,0.0008417287,0.000226979,0.0002811024,0.002126758,0.00006812726,0.06817588,0.02001469,0.2534397,0.1971848],"study_design_scores_gemma":[0.001256284,0.0002645414,0.5583383,0.0008230108,0.00007610659,0.00005086312,0.0001325662,0.0001618844,0.007351662,0.0004831905,0.4309194,0.0001421492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462677,0.001128511,0.004965607,0.03745044,0.0004286446,0.0006205662,0.00000305455,0.0002431664,0.00889232],"genre_scores_gemma":[0.9566797,0.00004696781,0.002482746,0.02213624,0.0001740402,0.00003215128,0.000002586092,0.00002223179,0.01842333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1970426,"threshold_uncertainty_score":0.430676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009952489170312984,"score_gpt":0.3247581435153008,"score_spread":0.3148056543449878,"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."}}