{"id":"W4410028949","doi":"10.5206/mirror.v45i1.21278","title":"Simples to Salves","year":2025,"lang":"en","type":"article","venue":"The Mirror - Undergraduate History Journal","topic":"Literature: history, themes, analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006077276,0.0002991733,0.0003673432,0.0005382305,0.001469239,0.0003148467,0.0007923504,0.0000563501,0.00272393],"category_scores_gemma":[0.00009239495,0.0002075481,0.0003932713,0.0001186754,0.0004951357,0.0002873775,0.00008823514,0.0005935375,0.000460136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246947,"about_ca_system_score_gemma":0.000350648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004639956,"about_ca_topic_score_gemma":0.002868614,"domain_scores_codex":[0.9980758,0.0002704982,0.0005255404,0.0002860368,0.0004043457,0.000437708],"domain_scores_gemma":[0.9985893,0.0001406696,0.0002402998,0.0005493661,0.0003018459,0.0001785142],"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":[0.00006653673,0.00007435833,0.00002323057,0.00001868296,0.0003233377,0.00002152196,0.03355403,0.00001084949,0.0005426772,0.2920487,0.6720657,0.001250308],"study_design_scores_gemma":[0.0002874916,0.0000523153,0.00008289717,0.00005750066,0.0002485676,0.00002222873,0.002174443,0.00002314573,0.00002657331,0.03679796,0.9599807,0.0002461736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03477308,0.04134314,0.001832696,0.1142592,0.0209057,0.0007685159,0.00006699415,0.0005372501,0.7855134],"genre_scores_gemma":[0.6027867,0.0001189063,0.0003083449,0.008355672,0.0007258446,0.00001685891,0.000007575427,0.00005079808,0.3876293],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5680136,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131368394367185,"score_gpt":0.2388069853770333,"score_spread":0.2074933014333614,"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."}}