{"id":"W2602257971","doi":"10.33137/q.i..v34i1.19921","title":"Imparare da adulti, insegnare ad adulti le lingue","year":2013,"lang":"it","type":"article","venue":"Quaderni d italianistica","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009301347,0.0003330352,0.0003306949,0.0007171797,0.001482832,0.002514572,0.0004007891,0.0007221585,0.02138618],"category_scores_gemma":[0.003876466,0.0001703806,0.0001786305,0.000456777,0.001540205,0.00198494,0.001377815,0.001806931,0.004938871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008571282,"about_ca_system_score_gemma":0.0008223856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753639,"about_ca_topic_score_gemma":0.01305844,"domain_scores_codex":[0.9994981,0.0002064581,0.00002816848,0.00008706186,0.0001178347,0.00006243285],"domain_scores_gemma":[0.9978974,0.0009725746,0.0001656644,0.0002977324,0.00036226,0.0003043947],"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":[0.0003033617,0.0002515659,0.04543068,0.001196752,0.00003745218,0.002648153,0.129512,0.0001139759,0.01897799,0.17094,0.341869,0.288719],"study_design_scores_gemma":[0.000005258809,0.000162541,0.0290181,0.0002625948,0.00001862512,0.001624402,0.01101746,0.0000954073,0.002028574,0.006415262,0.9493282,0.00002368186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1731405,0.0199916,0.00775606,0.02220983,0.003366835,0.00009774105,0.0009665943,0.0003172545,0.7721536],"genre_scores_gemma":[0.6583299,0.0124406,0.003530732,0.004615052,0.002220286,0.0000922164,0.0005790797,0.0002123579,0.3179799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02138618,"threshold_uncertainty_score":0.07154387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103274298355994,"score_gpt":0.257847323085578,"score_spread":0.236814580102018,"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."}}