{"id":"W4244942468","doi":"10.33137/q.i..v33i1.17083","title":"Inside Front Cover","year":2012,"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; Geography; Meteorology; Engineering; Mechanical engineering","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":[0.000418684,0.0004899687,0.001142064,0.0002546558,0.0002456749,0.0002535535,0.0005393732,0.000425159,0.7262707],"category_scores_gemma":[0.0001243181,0.0005718315,0.0003333131,0.00009054074,0.0002703673,0.0002452426,0.0002721473,0.0003759854,0.9712421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223252,"about_ca_system_score_gemma":0.00005240604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003036763,"about_ca_topic_score_gemma":0.000006079015,"domain_scores_codex":[0.9971758,0.00001695636,0.0009695705,0.0009482877,0.00007036696,0.0008189932],"domain_scores_gemma":[0.9982175,0.00007449683,0.0006722759,0.0007485954,0.00003887231,0.0002483158],"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":[0.000007875062,0.00007795587,0.0001391953,0.00008559351,0.0002297182,0.000004400816,0.0003550648,0.00001007618,4.109667e-7,0.02842118,0.9705698,0.00009870386],"study_design_scores_gemma":[0.0002076859,0.00002717198,0.0001443445,0.00003612971,0.00003503201,0.000003954128,0.0001640435,0.00006781893,0.000005500272,0.001164056,0.9974399,0.000704428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003102309,0.01199179,0.000744854,0.0001322083,0.02249689,0.0002567662,0.008519754,0.00004390491,0.9557828],"genre_scores_gemma":[0.0123775,0.0007351889,0.0003333536,0.0005212048,0.00131103,0.00004545468,0.0003997298,0.0000851665,0.9841914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2449714,"threshold_uncertainty_score":0.9996733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658635954597959,"score_gpt":0.2382838630592337,"score_spread":0.1816975035132541,"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."}}