{"id":"W4300831764","doi":"10.33137/confrat.v28i2.29312","title":"Front Cover and Inside Front Cover","year":2018,"lang":"en","type":"paratext","venue":"Confraternitas","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Front cover; Front (military); Cover (algebra); Geology; Engineering; Oceanography; Mechanical engineering","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":[0.0004017125,0.0004905076,0.001132999,0.0002932714,0.0002333029,0.0004304146,0.0003687801,0.000400055,0.4153204],"category_scores_gemma":[0.00005986644,0.0005392286,0.0001817704,0.0000502053,0.0004435359,0.0002813945,0.0004413279,0.0002822215,0.8856988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194859,"about_ca_system_score_gemma":0.00006319679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004256791,"about_ca_topic_score_gemma":0.00001078484,"domain_scores_codex":[0.9973734,0.00001948998,0.0008261991,0.001167182,0.00005428618,0.0005594642],"domain_scores_gemma":[0.9984444,0.00005192281,0.0006217826,0.0006292218,0.00007552694,0.0001771747],"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":[0.00002391563,0.00002837894,0.000663798,0.0000705948,0.0003293149,0.000006887186,0.0006361516,0.00001792018,0.000001537353,0.000757249,0.9973806,0.00008368564],"study_design_scores_gemma":[0.0006880166,0.00006087059,0.0006930389,0.0000571783,0.00003063864,0.000005615006,0.000130151,0.0002184765,0.00002781842,0.0006059719,0.9968229,0.0006593159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00544419,0.01455528,0.0002819843,0.00008883479,0.01680939,0.0003269769,0.006541799,0.00003020362,0.9559214],"genre_scores_gemma":[0.01163667,0.002089847,0.00009477259,0.00072576,0.0008396394,0.00003856308,0.0002664585,0.00006256784,0.9842457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4703784,"threshold_uncertainty_score":0.9997059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886541899365061,"score_gpt":0.2196428414886031,"score_spread":0.1807774224949525,"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."}}