{"id":"W2802398923","doi":"","title":"Parliamo Italiano: Drama and Italian Language Acquisition among University Students","year":2018,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drama; Linguistics; Mathematics education; Psychology; Art; Visual arts; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001481039,0.0003653135,0.0004936438,0.001055367,0.005451289,0.006055834,0.0008661774,0.001209883,0.006037313],"category_scores_gemma":[0.006061675,0.000243372,0.0004223319,0.0008669218,0.00276782,0.001938346,0.00419195,0.00273874,0.0005637688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003403478,"about_ca_system_score_gemma":0.003144327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04244997,"about_ca_topic_score_gemma":0.07460055,"domain_scores_codex":[0.9989622,0.0003139426,0.00004123745,0.0001021633,0.0002053936,0.0003751173],"domain_scores_gemma":[0.996901,0.0005395875,0.0006685262,0.00007942622,0.0003085492,0.001502994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001273903,0.001035416,0.3275123,0.0002073876,0.00004523475,0.001250962,0.6322265,0.00007390467,0.0013732,0.002207738,0.006239764,0.02770013],"study_design_scores_gemma":[0.000007490537,0.0002151936,0.2683862,0.0001735071,0.00004476267,0.0006321335,0.7063608,0.00009869313,0.0003334917,0.0002380804,0.02345711,0.00005267867],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911947,0.0005526331,0.00004643031,0.00138872,0.00003768193,0.00001649966,0.00002868361,0.000007991286,0.006726638],"genre_scores_gemma":[0.9967014,0.0005834997,0.00005637466,0.00032124,0.0000247128,0.00001635922,0.00002291044,0.000006408548,0.002267156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04244997,"threshold_uncertainty_score":0.08440578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168454376696449,"score_gpt":0.2795280532518299,"score_spread":0.262682615582185,"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."}}