{"id":"W4402669810","doi":"10.3167/trans.2023.130307","title":"Novel Reviews","year":2023,"lang":"en","type":"article","venue":"Transfers","topic":"Crime and Detective Fiction Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009127894,0.00005978458,0.0001026646,0.00005838378,0.0001915837,0.00002768301,0.00003773825,0.000009473662,0.001207473],"category_scores_gemma":[0.000006671559,0.00004660327,0.00007628623,0.00005098668,0.00007156614,0.00005666528,0.000004294227,0.00004268322,0.002667704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005843849,"about_ca_system_score_gemma":0.000003286799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006404544,"about_ca_topic_score_gemma":0.0002764984,"domain_scores_codex":[0.999631,0.000007329195,0.00009821025,0.00009076607,0.00005969984,0.0001129318],"domain_scores_gemma":[0.9998645,0.00002016478,0.000006200441,0.00006772052,0.00002161098,0.0000198342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004630645,0.0000786111,0.00007261457,0.0001256137,0.0001198564,0.000005063568,0.1349887,0.000007640475,0.006246818,0.3761688,0.4087482,0.07339168],"study_design_scores_gemma":[0.0001426137,0.00003502116,0.0003235047,0.000008469063,0.00001182089,3.351228e-7,0.002460127,0.000005554157,0.0001622695,0.0001972488,0.9965852,0.00006777696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08089885,0.0009021349,0.001391942,0.002066749,0.001925874,0.000479608,0.0001149629,0.001007479,0.9112124],"genre_scores_gemma":[0.9501832,0.0009174073,0.00001505025,0.0005550676,0.0005183867,0.00006210309,0.000009811567,0.00001675971,0.04772226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8692843,"threshold_uncertainty_score":0.9997056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1902351556205303,"score_gpt":0.2979806668273882,"score_spread":0.1077455112068579,"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."}}