{"id":"W4206655203","doi":"10.1353/wlt.2017.0130","title":"Summer Reads","year":2017,"lang":"en","type":"article","venue":"World Literature Today","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Reading (process); Beauty; Art history; Portrait; Storytelling; Art; Consumerism; History; Literature; Visual arts; Sociology; Media studies; Aesthetics; Law; Narrative","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001311525,0.0002149517,0.0002885547,0.0001826589,0.001144441,0.003424118,0.0005016505,0.00004601709,0.006039707],"category_scores_gemma":[0.00004206568,0.0001697155,0.0002152318,0.00007207746,0.0004803283,0.0007263417,0.00008156552,0.0003348924,0.0003109457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001814407,"about_ca_system_score_gemma":0.00001607474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560743,"about_ca_topic_score_gemma":0.001980903,"domain_scores_codex":[0.9988859,0.00004026127,0.0002183221,0.0003351368,0.0002053961,0.0003150286],"domain_scores_gemma":[0.9986373,0.00002913934,0.0001835469,0.0008695657,0.0001684319,0.0001120137],"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":[0.00002544908,0.00006082036,0.0007956712,0.00002268796,0.0001095158,0.0001518237,0.0185343,1.847123e-7,0.00005281299,0.507342,0.4604376,0.01246721],"study_design_scores_gemma":[0.0001708471,0.00001973957,0.0007767344,0.0001470068,0.00004616573,0.000005858496,0.0002154581,0.000006505616,0.00004062085,0.001422903,0.9968976,0.0002505032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002985091,0.002488803,0.000005917457,0.005074942,0.0010721,0.00009511209,0.0001173738,0.0001190851,0.9880416],"genre_scores_gemma":[0.5958395,0.00002513806,0.0001165409,0.00211904,0.00195006,0.000009366158,0.00007969846,0.00001865106,0.399842],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5928544,"threshold_uncertainty_score":0.9976104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009128252289596,"score_gpt":0.2498922739511808,"score_spread":0.2298009914282849,"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."}}