{"id":"W2560097491","doi":"10.5206/cie-eci.v45i2.9295","title":"Book review: Mitchell, R., Tracy-Ventura, N., & McManus, K. (Eds.). (2015). Social interaction, identity and language learning during residence abroad.","year":2016,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Residence; Identity (music); Sociology; Psychology; Art; Demography; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178471,0.001757228,0.002787339,0.006754273,0.0007982943,0.002951151,0.002870017,0.002808023,0.03741254],"category_scores_gemma":[0.005510136,0.0007347454,0.0009364425,0.009103011,0.00101666,0.003502263,0.001479856,0.004617889,0.05075985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242766,"about_ca_system_score_gemma":0.004297529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071681,"about_ca_topic_score_gemma":0.0246577,"domain_scores_codex":[0.9991892,0.00007648725,0.00009730928,0.0001207813,0.0004441219,0.00007203246],"domain_scores_gemma":[0.9956902,0.001345541,0.0004358958,0.00009101073,0.002009151,0.0004282495],"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":[0.00002212715,0.00001127379,0.00008046573,0.002531159,0.00002250177,0.00004652281,0.00003689869,0.00004377542,0.00005576485,0.0004566653,0.8613119,0.135381],"study_design_scores_gemma":[0.0000109889,0.0000118656,0.0002988925,0.002152891,0.00002955372,0.0004149638,0.00003337239,0.00001655038,0.00003626749,0.0002690229,0.9967139,0.00001175367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005532229,0.9686743,0.0001902684,0.009412675,0.01507534,0.00001934326,0.0002934393,0.00004156286,0.006237701],"genre_scores_gemma":[0.0007754911,0.9627,0.0003309219,0.004869282,0.008407756,0.00003442282,0.0004579208,0.00003395764,0.02239026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03741254,"threshold_uncertainty_score":0.1251575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0503589144346434,"score_gpt":0.3827179573790674,"score_spread":0.332359042944424,"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."}}