{"id":"W4214671376","doi":"10.4148/2334-4415.1532","title":"Front matter, vol. 26, issue 2","year":2002,"lang":"en","type":"paratext","venue":"Studies in 20th & 21st century literature","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stony Brook University; State University of New York; Harvard University; University of Pittsburgh; Emory University; York University; University of Pennsylvania","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.000510485,0.0009396065,0.00222902,0.0008237999,0.0003367247,0.0003963198,0.000846932,0.0006890293,0.1638521],"category_scores_gemma":[0.0001617514,0.0009690952,0.0004634435,0.0005452824,0.0004679059,0.0004124955,0.0007544007,0.001141149,0.5928388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000654249,"about_ca_system_score_gemma":0.00002023117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000637362,"about_ca_topic_score_gemma":0.00002060798,"domain_scores_codex":[0.995326,0.00004650858,0.001529444,0.001867914,0.0001082995,0.001121814],"domain_scores_gemma":[0.9977028,0.0000883951,0.0008412794,0.001030429,0.0001933347,0.0001437576],"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":[0.00001872709,0.0001257811,0.0005298448,0.0005728201,0.000582453,0.00003189926,0.01016571,0.00002609676,1.263333e-7,0.001597038,0.9860671,0.0002824189],"study_design_scores_gemma":[0.0007089134,0.00003484442,0.0001441524,0.0007685477,0.000025723,0.000005562629,0.003376142,0.00001681909,0.000001109551,0.0004615982,0.9934931,0.0009634939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000479686,0.3740221,0.000001191478,0.0002538933,0.05810559,0.0003674528,0.004419613,0.00003477795,0.5627474],"genre_scores_gemma":[0.0003680248,0.1928795,0.0001507531,0.00104976,0.00232786,0.0001192848,0.0002846197,0.0001028463,0.8027174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4289867,"threshold_uncertainty_score":0.999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069625024458969,"score_gpt":0.2444541957073377,"score_spread":0.213757945462748,"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."}}