{"id":"W4234134390","doi":"10.33137/q.i..v40i1.34148","title":"Front Cover and Front Inside Cover","year":2020,"lang":"en","type":"paratext","venue":"Quaderni d italianistica","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front cover; Front (military); Cover (algebra); Geology; Engineering; Mechanical engineering; Oceanography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002381772,0.0005256739,0.001322918,0.0001733484,0.0002488091,0.000407227,0.0004074497,0.0003673365,0.5132846],"category_scores_gemma":[0.0001995279,0.0006108546,0.0002344023,0.00006373972,0.0003485817,0.0002038706,0.0003882258,0.0004021624,0.9201892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294321,"about_ca_system_score_gemma":0.00006787361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000310256,"about_ca_topic_score_gemma":0.000005268081,"domain_scores_codex":[0.9970627,0.000019203,0.0009320437,0.001342696,0.00007784313,0.0005654953],"domain_scores_gemma":[0.9984832,0.00009237615,0.0005862172,0.0005139083,0.00003590657,0.0002883319],"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":[0.00002312131,0.00004062447,0.0001347445,0.0001412168,0.0002957011,0.00001811806,0.000822457,0.00002082522,7.088683e-7,0.006257635,0.9921561,0.00008869827],"study_design_scores_gemma":[0.0003814163,0.00007008141,0.0001767098,0.0000470669,0.00004522804,0.000004328839,0.0003107346,0.00067995,0.000004568311,0.001089118,0.9964668,0.0007240083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005617222,0.009487905,0.001135242,0.0004420711,0.008116365,0.0003304284,0.011039,0.00004243285,0.9693504],"genre_scores_gemma":[0.01098568,0.001850411,0.0004149551,0.00144356,0.0006850368,0.0000353856,0.000331799,0.00008059633,0.9841726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4069046,"threshold_uncertainty_score":0.9996343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522110073713915,"score_gpt":0.2282966713972316,"score_spread":0.1830755706600924,"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."}}