{"id":"W2562604520","doi":"","title":"Novello, Alberta (2014). La valutazione delle lingue straniere e seconde nella scuola. Dalla teoria alla pratica. Venezia: Edizioni Ca’ Foscari. “SAIL: Studi sull’apprendimento e l’insegnamento linguistico” 4","year":2014,"lang":"it","type":"article","venue":"","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002838341,0.001551549,0.001700387,0.0003459986,0.001575623,0.001621849,0.002303552,0.0008022001,0.004843542],"category_scores_gemma":[0.003429544,0.001475681,0.0005860314,0.0007909107,0.0004553565,0.0003199697,0.002041279,0.001060086,0.001894488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005089931,"about_ca_system_score_gemma":0.0006493774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028302,"about_ca_topic_score_gemma":0.002946507,"domain_scores_codex":[0.990189,0.0009322146,0.002107568,0.00285217,0.001664821,0.002254292],"domain_scores_gemma":[0.9912249,0.002991108,0.0009229752,0.002680778,0.001192214,0.0009880681],"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":[0.0005829586,0.007538535,0.002911614,0.002188743,0.006996046,0.001215966,0.07373188,0.005875128,0.004045769,0.5170365,0.3485103,0.02936651],"study_design_scores_gemma":[0.0132186,0.003565722,0.003332769,0.001593092,0.002479486,0.0003089101,0.007054079,0.2432702,0.002053803,0.01069671,0.7062122,0.006214467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03975027,0.0141691,0.3085828,0.005600533,0.0333298,0.005338854,0.0003990202,0.001225058,0.5916045],"genre_scores_gemma":[0.9368069,0.0009452412,0.02348587,0.002366375,0.007552901,0.0001183162,0.0001873271,0.0002263942,0.02831068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8970566,"threshold_uncertainty_score":0.9997242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007207482880301312,"score_gpt":0.2389493865702302,"score_spread":0.2317419036899289,"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."}}