{"id":"W4248756090","doi":"10.33137/q.i..v28i2.8519","title":"Beatrice","year":2007,"lang":"it","type":"article","venue":"Quaderni d italianistica","topic":"Spanish Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004772371,0.0005661007,0.0005365668,0.0001298266,0.001304739,0.0009149198,0.0003819286,0.0002557943,0.0287076],"category_scores_gemma":[0.0001709461,0.000484501,0.0003015261,0.0001574185,0.0006032313,0.0002487762,0.0001145103,0.0005379528,0.008982779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009768632,"about_ca_system_score_gemma":0.00005429119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001570943,"about_ca_topic_score_gemma":0.0003496577,"domain_scores_codex":[0.997002,0.00005232596,0.0007211749,0.000629027,0.0005598324,0.001035613],"domain_scores_gemma":[0.9984259,0.0002516244,0.0002114295,0.0004657952,0.0003542916,0.0002909644],"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":[0.0000872914,0.0002616361,0.0001878126,0.0001342356,0.0003301425,0.0003042936,0.0312875,1.703718e-7,0.0000639529,0.7900835,0.1750595,0.002199999],"study_design_scores_gemma":[0.0002821931,0.0003021274,0.0008290675,0.0001119834,0.0003573662,0.00002711085,0.02562178,0.000004551101,0.0001190033,0.001925846,0.9697567,0.0006623198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001193196,0.007958899,0.0004404696,0.001194646,0.003278274,0.000328707,0.0003121178,0.0002133552,0.9850804],"genre_scores_gemma":[0.755162,0.0001146326,0.0002091756,0.001505725,0.006253143,0.000007674416,0.00007288362,0.00006740295,0.2366074],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7946972,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376255989913507,"score_gpt":0.254758255372499,"score_spread":0.230995695473364,"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."}}