{"id":"W3109891161","doi":"","title":"TRANSNATIONAL DISCOURSES OF ITALIANITÀ : BEING AND BECOMING ITALIAN CANADIAN IN TORONTO AND ABROAD : Lingua, Identiaà e Comunicazione in Contesti Anglofoni e Italiani","year":2007,"lang":"it","type":"article","venue":"Studi italiani di linguistica teorica ed applicata","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lingua franca; Political science; Media studies; Sociology; Advertising; Gender studies; Humanities; Art; Business","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":[0.002185513,0.0005796371,0.0005167109,0.002564409,0.02389562,0.01063409,0.001259958,0.001778257,0.009005288],"category_scores_gemma":[0.00577574,0.0003882261,0.0002509824,0.005143965,0.01008717,0.004152695,0.006860268,0.00494238,0.0004732519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06598689,"about_ca_system_score_gemma":0.03410507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9682798,"about_ca_topic_score_gemma":0.9842803,"domain_scores_codex":[0.9978654,0.0006109669,0.00006103703,0.0002655174,0.0003361486,0.0008609723],"domain_scores_gemma":[0.9955591,0.001170258,0.0005719147,0.0001738033,0.001057038,0.001467853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002627222,0.000007290177,0.004501882,0.00001682025,0.000002740499,0.0001862549,0.985944,0.00001660969,0.0001653916,0.006191349,0.001420006,0.001521322],"study_design_scores_gemma":[0.000001711125,0.000005782634,0.009602761,0.0000302787,0.000006691368,0.00004409384,0.9714317,0.00002767064,0.00008687268,0.0001465551,0.01860496,0.00001088601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9284496,0.000800038,0.0002072968,0.006508187,0.00006416416,0.00001949299,0.0002497016,0.00001379885,0.06368774],"genre_scores_gemma":[0.9860191,0.0003972001,0.00009715861,0.0002413995,0.00001118717,0.00001108269,0.0000919895,0.00002573948,0.01310519],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06598689,"threshold_uncertainty_score":0.4787706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038691202704909,"score_gpt":0.2991762505542563,"score_spread":0.2887893385272072,"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."}}