{"id":"W4226501436","doi":"10.3726/b17183","title":"Opera aperta","year":2022,"lang":"en","type":"book","venue":"Peter Lang Verlag eBooks","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Semiotics; Opera; Art; New media; Textuality; Sociology; Media studies; Humanities; Art history; Visual arts; Literature; Political science; Law; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00005542339,0.0003217941,0.000306191,0.0001084351,0.0003414322,0.000397916,0.0003456036,0.0001398158,0.03069514],"category_scores_gemma":[0.000003087324,0.0002550826,0.0002391576,0.000005404899,0.0001006337,0.0000658098,0.0001002708,0.0006069191,0.0008122095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009048491,"about_ca_system_score_gemma":0.0001017799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001183297,"about_ca_topic_score_gemma":0.0001573264,"domain_scores_codex":[0.9988913,0.00003103618,0.0001989115,0.0003310284,0.0002875777,0.0002601308],"domain_scores_gemma":[0.9994044,0.00002278762,0.00008181352,0.0003752693,0.00005510393,0.00006066519],"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":[0.000007330138,0.000006549281,2.398779e-7,0.00005368084,0.00006436642,0.00008041845,0.01703849,4.102619e-8,0.000005505887,0.3171369,0.664897,0.0007094301],"study_design_scores_gemma":[0.0001407731,0.00006465873,4.95752e-7,0.00007089744,0.000073895,0.00001420334,0.0002808541,5.495656e-7,0.00000382587,0.00163508,0.9973373,0.0003775124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002108786,0.001119286,2.096794e-7,0.00004488508,0.001500795,0.0001869151,0.0004508357,0.000149364,0.9965266],"genre_scores_gemma":[0.0002922911,0.000001545483,0.00001432922,0.003517155,0.003407046,0.00005451648,0.0009096183,0.00008685734,0.9917166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3324402,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644100924757231,"score_gpt":0.1889393606070596,"score_spread":0.1724983513594873,"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."}}