{"id":"W7155530145","doi":"10.7202/1124403ar","title":"The Red Duvet","year":2025,"lang":"en","type":"article","venue":"The Trumpeter","topic":"","field":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005754491,0.00009561147,0.00007961904,0.00002969063,0.0003671184,0.00008455575,0.0005630476,0.00002824268,0.0001707935],"category_scores_gemma":[0.0001026397,0.00004159525,0.0000725531,0.000251843,0.0001735235,0.00004116483,0.0001370725,0.0001524088,0.006645313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003860469,"about_ca_system_score_gemma":0.00002959404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001619511,"about_ca_topic_score_gemma":0.00006439664,"domain_scores_codex":[0.9991551,0.0001707302,0.0001336675,0.0001273322,0.000146821,0.0002663376],"domain_scores_gemma":[0.9987911,0.0003171826,0.00003701617,0.0008088931,0.00002609822,0.00001973083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004345219,0.00004579818,0.002444812,0.000009400792,0.0002550379,0.000007142132,0.0009418087,0.00001475662,0.02278921,0.06255276,0.8956065,0.01489831],"study_design_scores_gemma":[0.0004989846,0.0000194555,0.0401142,0.00002057779,0.00005300787,0.000004981393,0.0001310554,0.0002537183,0.005636068,0.02765918,0.9254974,0.0001114123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5294061,0.0005243564,0.00005520685,0.0431275,0.001081761,0.0005669747,0.0000237634,0.0004410054,0.4247733],"genre_scores_gemma":[0.9614915,0.000009388871,0.00002921331,0.001125468,0.00007502943,0.00003423731,0.000001700941,0.00002715604,0.0372063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4320854,"threshold_uncertainty_score":0.9941281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111688294306705,"score_gpt":0.2565689719897142,"score_spread":0.2494572836954075,"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."}}