{"id":"W4402738477","doi":"10.5406/23256672.98.3.13","title":"Il convivio linguistico. Riflessioni sul ruolo dell'italiano nel mondo contemporaneo","year":2021,"lang":"it","type":"article","venue":"Italica","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0004736451,0.0006109419,0.000839723,0.000109624,0.0006597206,0.0007460794,0.0009844764,0.0003345602,0.0011928],"category_scores_gemma":[0.002456799,0.0005952314,0.0003913669,0.0007387465,0.0002830469,0.0001721875,0.001027723,0.0004430037,0.00100627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546024,"about_ca_system_score_gemma":0.0004712643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007189397,"about_ca_topic_score_gemma":0.00004386292,"domain_scores_codex":[0.9955251,0.000294833,0.0009605445,0.001395951,0.000821656,0.001001874],"domain_scores_gemma":[0.9956158,0.0005712109,0.0003968944,0.001603741,0.001363227,0.0004491273],"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":[0.0004221416,0.00452695,0.004570939,0.001445327,0.002726549,0.09675292,0.05256239,0.0002296277,0.01025346,0.4379691,0.3304961,0.0580445],"study_design_scores_gemma":[0.003670186,0.0004767723,0.002509955,0.001248455,0.0004022609,0.0009552171,0.004008665,0.01540784,0.00818748,0.005310592,0.9555914,0.002231186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1683736,0.1706457,0.1244308,0.02157149,0.05383142,0.002813554,0.002091296,0.001998992,0.4542431],"genre_scores_gemma":[0.9730941,0.0005065168,0.003929942,0.003975011,0.002754292,0.00003246196,0.0001234336,0.00006640127,0.01551782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8047205,"threshold_uncertainty_score":0.9997715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984356076322966,"score_gpt":0.2619224985812117,"score_spread":0.2420789378179821,"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."}}