{"id":"W2132680406","doi":"10.3138/cmlr.68.2.111","title":"Japanese Language Proficiency, Social Networking, and Language Use during Study Abroad: Learners’ Perspectives","year":2012,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Study abroad; Language proficiency; Psychology; Second language; Foreign language; First language; Mathematics education; Linguistics; Pedagogy","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":[0.0006851755,0.0000996344,0.000185757,0.0006711691,0.0007775642,0.0008672986,0.0001454326,0.0002152655,0.001494499],"category_scores_gemma":[0.001131431,0.00007613231,0.0001473881,0.0005989876,0.0003635785,0.0004854963,0.000570773,0.0003185348,0.0001102691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365878,"about_ca_system_score_gemma":0.000743174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02302941,"about_ca_topic_score_gemma":0.04534979,"domain_scores_codex":[0.9997485,0.00008691151,0.00001567855,0.00002312318,0.00006766268,0.00005800276],"domain_scores_gemma":[0.999213,0.0001889932,0.0001720637,0.00001114895,0.0001461132,0.0002685507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004215306,0.0001107896,0.9260776,0.00007634862,0.00002252973,0.0004143407,0.0582225,0.00002348893,0.0004743963,0.0001523402,0.0005066915,0.01387677],"study_design_scores_gemma":[0.000002399707,0.00008842386,0.8790762,0.0000456391,0.00001824298,0.0003650402,0.1172156,0.00004556717,0.0001052556,0.00003291267,0.002997765,0.000007100155],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975777,0.0005735795,0.00001490475,0.0001928876,0.000004380409,0.000002710396,0.00003557067,5.174618e-7,0.00159778],"genre_scores_gemma":[0.9986693,0.0007684714,0.00002230288,0.00003337621,0.000006341141,0.000005022253,0.0000318681,4.762995e-7,0.0004628148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302941,"threshold_uncertainty_score":0.04579073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550679863952349,"score_gpt":0.2606792380876322,"score_spread":0.2351724394481087,"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."}}