{"id":"W4389675646","doi":"10.1353/nhr.2023.a914428","title":"From Reading Rites","year":2023,"lang":"en","type":"article","venue":"New hibernia review","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Courtesy; Conversation; Pilgrimage; History; Media studies; Sociology; Visual arts; Literature; Art; Linguistics; Archaeology; Communication; Philosophy","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":[0.0004291324,0.00007359338,0.0002339629,0.00002344989,0.0003014021,0.00004461886,0.0001814514,0.00003919523,0.0009676676],"category_scores_gemma":[0.0005751377,0.00006961307,0.00008607403,0.0004972363,0.00005883514,0.00009972627,0.00005252746,0.00007456779,0.00461405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003146154,"about_ca_system_score_gemma":0.00008459501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006312291,"about_ca_topic_score_gemma":0.0004405695,"domain_scores_codex":[0.9990312,0.00009788124,0.0001615225,0.0001774643,0.0002620864,0.0002697934],"domain_scores_gemma":[0.9995221,0.000160929,0.00004995824,0.000120549,0.00003666918,0.0001097667],"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":[3.942756e-7,0.000002616636,0.0004973534,0.00006536807,0.000008570718,0.00001018132,0.0006336835,2.002511e-8,0.000006993033,0.0001140427,0.8698679,0.1287929],"study_design_scores_gemma":[0.00006941755,0.00000432731,0.001778078,0.001405323,0.00002953594,3.40547e-7,0.0002152062,5.143273e-7,0.00000402193,0.001086783,0.9953174,0.00008902794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006690306,0.4409942,0.000009003608,0.05606847,0.0009007966,0.0005242617,0.00003079263,0.0007087577,0.4940735],"genre_scores_gemma":[0.005245708,0.9373817,0.0003793941,0.004136325,0.002272798,0.00002622658,0.00003346456,0.00001691362,0.05050746],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4963875,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169909755041663,"score_gpt":0.3540318060937112,"score_spread":0.3123327085432945,"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."}}