{"id":"W4401122286","doi":"10.17118/11143/21773","title":"Introduzione","year":2023,"lang":"it","type":"article","venue":"Circula","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00106961,0.001072045,0.0005846496,0.001692415,0.0033719,0.007286555,0.001392764,0.001983988,0.1261195],"category_scores_gemma":[0.004432044,0.0003962223,0.0005426477,0.002052798,0.002880592,0.005174489,0.003077936,0.003190252,0.06345662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002616528,"about_ca_system_score_gemma":0.002829532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007461879,"about_ca_topic_score_gemma":0.009056373,"domain_scores_codex":[0.9983318,0.0005417789,0.0001077452,0.0004432301,0.0004352249,0.0001402794],"domain_scores_gemma":[0.9980147,0.0006311662,0.0001851823,0.000401156,0.0006334891,0.0001342233],"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":[0.00006364575,0.00004497734,0.001227047,0.0005472734,0.00001917443,0.0003090227,0.007987538,0.0001738645,0.0008356092,0.5386083,0.3424358,0.1077478],"study_design_scores_gemma":[0.000002401925,0.00001028136,0.0004892483,0.0001540755,0.000004796098,0.0001717404,0.0004721139,0.00007388851,0.0001345539,0.01857039,0.9799082,0.000008302292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004808189,0.01061797,0.009789805,0.01158385,0.006271486,0.000119935,0.001729241,0.0004740194,0.9546055],"genre_scores_gemma":[0.1247515,0.0107878,0.01031434,0.006127767,0.005855962,0.0002708066,0.003138212,0.001093654,0.83766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1261195,"threshold_uncertainty_score":0.4219117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031958962603388,"score_gpt":0.2610564892429116,"score_spread":0.2407368996168777,"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."}}