{"id":"W636849459","doi":"","title":"Sunshine sketches of a little town : authoritative text, backgrounds and contexts, criticism","year":2006,"lang":"en","type":"book","venue":"W.W. Norton eBooks","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criticism; Selection (genetic algorithm); Biography; History; Art history; Performance art; Classics; Sociology; Art; Literature; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002032577,0.0006607016,0.001148399,0.0001813673,0.0002872496,0.0002662225,0.0003373542,0.0004325899,0.001559088],"category_scores_gemma":[0.00004625684,0.0005702816,0.0003525525,0.0000162764,0.001552805,0.00013724,0.000180996,0.0006597262,0.000008641769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762009,"about_ca_system_score_gemma":0.0002304071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000470878,"about_ca_topic_score_gemma":0.003863514,"domain_scores_codex":[0.9977624,0.00006209552,0.0007154037,0.0005872417,0.0004630417,0.0004098608],"domain_scores_gemma":[0.9981377,0.0003417817,0.0003650109,0.0005150088,0.0005157946,0.0001247629],"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":[0.00003879399,0.00002891574,0.00001228575,0.0002964016,0.0004968249,0.00003927197,0.01413232,9.593967e-8,0.000003878255,0.7556278,0.2281564,0.001167],"study_design_scores_gemma":[0.000258264,0.0002196553,0.00003404862,0.0002665575,0.0007372617,0.00001101843,0.0004472875,0.000001448105,0.00002590599,0.06564435,0.9318337,0.0005204523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002051592,0.005709437,0.000005989812,0.00006166232,0.001176179,0.0004447025,0.002237413,0.0001126215,0.9900469],"genre_scores_gemma":[0.02737479,0.000009346612,0.0001480815,0.0002804313,0.001761831,0.00005376791,0.0004184557,0.00009401699,0.9698593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7036774,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739217627820462,"score_gpt":0.2397087890861988,"score_spread":0.2223166128079941,"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."}}