{"id":"W4210969850","doi":"10.3998/mpub.8784777","title":"A World of Fiction","year":2018,"lang":"en","type":"book","venue":"University of Michigan Press eBooks","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Australian National University; King's College London","keywords":"Newspaper; Non-fiction; History; Period (music); World War II; Media studies; Techno-thriller; Literary fiction; Literature; Art; Literary criticism; Sociology; Archaeology","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":[],"category_scores_codex":[0.00007519054,0.0001748302,0.0003302429,0.000197455,0.0001610766,0.00005124906,0.000380509,0.0000916322,0.001376591],"category_scores_gemma":[0.000003282506,0.0002019745,0.0002074795,0.000002739326,0.0008867268,0.0001263793,0.0001429889,0.0001938158,0.00001535766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002627521,"about_ca_system_score_gemma":0.00008467819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003124446,"about_ca_topic_score_gemma":0.01185768,"domain_scores_codex":[0.9992673,0.0000225422,0.0001848008,0.0001878448,0.0002023625,0.0001351368],"domain_scores_gemma":[0.9990708,0.00004529146,0.000331267,0.0002734953,0.0002334974,0.00004568945],"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":[0.0001038607,0.0000319487,6.274426e-7,0.0002607788,0.0001710162,0.000008448551,0.05015549,3.260603e-7,0.000006347873,0.8123108,0.1363238,0.0006265102],"study_design_scores_gemma":[0.0002313589,0.0001172962,0.00000162234,0.0003375511,0.0001229934,5.652195e-7,0.001699791,0.000001862607,0.00009116044,0.004904179,0.9923102,0.0001814776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00220294,0.0001051778,0.000003123651,0.000002509541,0.0003040393,0.0001489749,0.0004197903,0.00004212337,0.9967713],"genre_scores_gemma":[0.008212038,0.000008780478,0.00002100931,0.0000179697,0.000302138,9.004631e-8,0.00006259407,0.00002121265,0.9913542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8559863,"threshold_uncertainty_score":0.9995363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588840915840486,"score_gpt":0.1806488963654083,"score_spread":0.1347604872070035,"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."}}