{"id":"W4379644143","doi":"10.1353/mos.2011.a461280","title":"Nightshift","year":2011,"lang":"en","type":"article","venue":"Mosaic","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aside; Adventure; Yesterday; Fell; Theme (computing); Surprise; Happening; Literature; History; Art; Art history; Psychology; Performance art; Computer science; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00004150897,0.00006024554,0.00007323759,0.00004405035,0.00009701992,0.0000524016,0.0001210824,0.00001695027,0.0210282],"category_scores_gemma":[0.00000466546,0.00004458691,0.00005762268,0.00002049926,0.00008122384,0.0001156554,0.00001850162,0.00005609439,0.000786765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006024847,"about_ca_system_score_gemma":0.000003796138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009496202,"about_ca_topic_score_gemma":0.0002298522,"domain_scores_codex":[0.9996403,0.00001335408,0.00008384192,0.00009315425,0.00006456627,0.0001047474],"domain_scores_gemma":[0.9997265,0.000008266342,0.00002298757,0.0001901988,0.00002635088,0.00002574052],"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":[0.000004001333,0.00002890845,0.0001262228,0.000003422401,0.00003668881,0.00000625179,0.05973661,5.025628e-8,0.00001055276,0.9032345,0.03548759,0.001325129],"study_design_scores_gemma":[0.00004689668,0.00001753485,0.0000582331,0.000003670897,0.00002381828,6.019487e-7,0.0003885175,0.00000615093,0.0002218188,0.01966161,0.9794964,0.00007478676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02239553,0.0003446159,0.00003618534,0.00008336363,0.0004738387,0.00003468115,0.00001636986,0.0001044601,0.9765109],"genre_scores_gemma":[0.9263955,0.000002530841,0.0002272948,0.0004473772,0.0004110619,0.000005164144,0.00001275122,0.000009434289,0.07248886],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9440088,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625871717242507,"score_gpt":0.2068719323497479,"score_spread":0.1706132151773228,"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."}}