{"id":"W6997471941","doi":"","title":"9780199714476_WEB.pdf","year":2009,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Innocence; Ideal (ethics); Ideology; Power (physics); Romance","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002641545,0.0005167302,0.0005339092,0.0003353337,0.0005006554,0.001316226,0.001092437,0.0001839282,0.9820628],"category_scores_gemma":[0.00004188813,0.0003666816,0.0003384522,0.0001447999,0.0003916167,0.0003029417,0.0001253955,0.000472422,0.957592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008640546,"about_ca_system_score_gemma":0.00008089058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003402747,"about_ca_topic_score_gemma":0.002096972,"domain_scores_codex":[0.997954,0.0001409106,0.0004423089,0.0005431876,0.0005126085,0.0004069882],"domain_scores_gemma":[0.9980219,0.0001106302,0.0005021149,0.001176945,0.0001066317,0.00008174949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008493113,0.00004633136,0.000003330681,0.00002098027,0.0003256553,0.00000496356,0.001440534,8.619132e-7,0.000002263779,0.1083695,0.07950322,0.8102738],"study_design_scores_gemma":[0.0002162698,0.00003714472,0.00001182372,0.0001166572,0.0003592187,0.000005247286,0.000227381,0.00001114791,0.000003291573,0.004567174,0.9939721,0.0004726057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003205515,0.00001938893,0.00006454834,0.001553699,0.001465492,0.0004869598,6.465307e-8,0.000310433,0.9960962],"genre_scores_gemma":[0.0007448254,0.00009276686,0.0002372993,0.002385072,0.00535334,0.00005836746,0.0009952319,0.000398309,0.9897348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9144688,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311492333943161,"score_gpt":0.2309980163499944,"score_spread":0.2178830930105627,"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."}}