{"id":"W4394676498","doi":"10.33137/q.i..v44i1.42835","title":"Potentiality and Impotentiality in The Viceroys (1894) by Federico De Roberto","year":2024,"lang":"en","type":"article","venue":"Quaderni d italianistica","topic":"Latin American history and culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003247568,0.0001682594,0.000164352,0.00002596018,0.0004136488,0.0006850873,0.0001881792,0.00005792772,0.00646877],"category_scores_gemma":[0.00003373726,0.0001139287,0.00007135603,0.00005491238,0.000444117,0.0001580856,0.00003090539,0.0002616701,0.000195869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006603172,"about_ca_system_score_gemma":0.0000406553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426554,"about_ca_topic_score_gemma":0.0006372831,"domain_scores_codex":[0.9988227,0.000179042,0.0002269447,0.0003010575,0.0001923085,0.0002779046],"domain_scores_gemma":[0.9995921,0.00009008006,0.00003824843,0.000189735,0.00002132909,0.00006847944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003918994,0.0002568682,0.0002977689,0.0003282146,0.00009788858,0.0001834806,0.1102254,0.000001804821,0.0008236888,0.5925909,0.2888082,0.006346701],"study_design_scores_gemma":[0.00008046193,0.00005866849,0.0004181662,0.00003265598,0.00005893292,0.00002625889,0.01105997,0.000247579,0.00001882822,0.005125787,0.9826597,0.0002130107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1204564,0.007535429,0.001891881,0.01077262,0.001761454,0.0007371124,0.0007278388,0.0004875451,0.8556297],"genre_scores_gemma":[0.9868893,0.00002436637,0.00006404656,0.001365755,0.0003331445,0.00002685822,0.00004167391,0.00001852652,0.01123634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.866433,"threshold_uncertainty_score":0.9944394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586442280891364,"score_gpt":0.2353553479921646,"score_spread":0.219490925183251,"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."}}