{"id":"W4379622141","doi":"10.1353/mlr.2003.a827801","title":"(review)","year":2003,"lang":"en","type":"article","venue":"The Modern Language Review","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romance; Dialectic; Literature; Art; Subject (documents); Humanities; Reading (process); Philosophy; Theology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005883079,0.0001184018,0.0002447213,0.00001230847,0.0001345769,0.00002219211,0.0001994631,0.000008852106,0.008855727],"category_scores_gemma":[0.0001006938,0.00006273101,0.0001281809,0.00002462695,0.00008715222,0.0000528426,0.00001552213,0.0001447244,0.001247555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001181234,"about_ca_system_score_gemma":0.00001807573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007707325,"about_ca_topic_score_gemma":0.00001577244,"domain_scores_codex":[0.9991531,0.0002448833,0.0002035426,0.0001261261,0.0001271332,0.0001452406],"domain_scores_gemma":[0.9993758,0.00003310207,0.00007144156,0.0004375768,0.0000394398,0.00004270119],"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":[0.000001146849,0.00002737521,1.131914e-7,0.01106127,0.0000273617,0.00002872672,0.01834383,4.804895e-8,0.00001908413,0.1061987,0.795773,0.06851935],"study_design_scores_gemma":[0.00003809575,0.000008869495,2.252142e-7,0.007218076,0.00009918599,0.00001678918,0.0000500026,0.000001140881,0.00000224952,0.0002410986,0.9922319,0.00009236879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001301466,0.6275589,0.000009431643,0.0004866477,0.0001617428,0.0002038744,0.000004210028,0.00003089739,0.3715313],"genre_scores_gemma":[0.001349195,0.8251276,0.00002502815,0.07559059,0.0004146006,0.00003013526,0.00001459032,0.00002856439,0.09741969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2741116,"threshold_uncertainty_score":0.9995301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906991322717531,"score_gpt":0.2478407284876672,"score_spread":0.2187708152604919,"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."}}