{"id":"W4379466702","doi":"10.33137/q.i..v43i2.41176","title":"Back Cover","year":2023,"lang":"en","type":"paratext","venue":"Quaderni d italianistica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Art; 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":[0.0003500754,0.001219602,0.001348223,0.0004462244,0.000249804,0.000463719,0.001287505,0.001235826,0.756424],"category_scores_gemma":[0.0004454733,0.001275699,0.0005223783,0.0008686493,0.0004817537,0.0001537458,0.0004092976,0.001265022,0.9994711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005967762,"about_ca_system_score_gemma":0.0005585016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116427,"about_ca_topic_score_gemma":0.00002500568,"domain_scores_codex":[0.9943498,0.000268627,0.0009984883,0.001597845,0.001256491,0.001528745],"domain_scores_gemma":[0.9963956,0.0004783088,0.000561601,0.001775323,0.0002481785,0.0005409407],"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":[0.00005361639,0.00010901,0.000003974355,0.0005034812,0.0003303561,0.0001308334,0.00008186298,0.00005623466,0.0001612371,0.0008866102,0.9976114,0.00007138173],"study_design_scores_gemma":[0.0003432089,0.0001264435,0.00004617419,0.0004020476,0.0002301234,0.00003364811,0.00006478426,0.0002234031,0.0001240912,0.0001934001,0.9967319,0.001480752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001989226,0.0005760912,0.000354639,0.0002037808,0.008383702,0.0007924769,0.01763034,0.0004854383,0.9715536],"genre_scores_gemma":[0.001282707,0.0001327489,0.0003815035,0.0003728397,0.002487228,0.0001199281,0.008139336,0.001590618,0.9854931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2430471,"threshold_uncertainty_score":0.9989693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645050753453402,"score_gpt":0.3069725600506514,"score_spread":0.2605220525161174,"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."}}