{"id":"W4256027525","doi":"10.1093/nq/48-1-42","title":"Reviews","year":2001,"lang":"en","type":"article","venue":"Notes and Queries","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Media studies; Humanities; History; Art; Sociology; Mathematics","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":[],"category_scores_codex":[0.00006464524,0.00005910693,0.0001040482,0.00002004183,0.0001762991,0.00006980595,0.00002506634,0.00001577417,0.00204061],"category_scores_gemma":[0.00002741271,0.00004123549,0.00002562798,0.000007876192,0.000142563,0.0001071034,0.000009022317,0.00004685875,0.00007976193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003225189,"about_ca_system_score_gemma":0.000004246947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006186699,"about_ca_topic_score_gemma":0.0006036141,"domain_scores_codex":[0.9997104,0.00001257432,0.0000880497,0.00007592692,0.00003870971,0.00007431612],"domain_scores_gemma":[0.9998342,0.00002352757,0.00002245159,0.00006985058,0.00001857734,0.00003135408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001544981,0.00001260711,0.0003352652,0.00005015582,0.000005201067,0.000006549632,0.03071745,1.338758e-8,0.00005629149,0.9012169,0.03269926,0.03488489],"study_design_scores_gemma":[0.00004294849,0.00003128104,0.00009361667,0.00001926537,0.000006264498,0.000003458135,0.0002408202,8.308613e-7,0.000009005835,0.001213046,0.9982772,0.00006220765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03902453,0.06983964,0.00003143935,0.00198415,0.0009534525,0.0001475161,0.00001158762,0.00007984131,0.8879278],"genre_scores_gemma":[0.8528629,0.008810094,0.0003407828,0.005293059,0.003082801,0.00002954455,0.00002403364,0.00002007904,0.1295367],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.965578,"threshold_uncertainty_score":0.9988717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04789092327445472,"score_gpt":0.2381214536002911,"score_spread":0.1902305303258364,"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."}}