{"id":"W4224223244","doi":"10.1075/sar.21006.mat","title":"The impact of predeparture instruction on pragmatic development during study abroad","year":2022,"lang":"en","type":"article","venue":"Study Abroad Research in Second Language Acquisition and International Education","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ryukoku University","keywords":"Realization (probability); Test (biology); Intervention (counseling); Context (archaeology); Study abroad; Mathematics education; Psychology; Metacognition; Inductive method; Pedagogy; Linguistics; Teaching method; Cognition; Mathematics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001846391,0.0001082593,0.000112307,0.0004761092,0.001302756,0.0002139812,0.0002319382,0.00001626883,0.004851539],"category_scores_gemma":[0.0001170311,0.00008121286,0.00003659165,0.0001246249,0.00007652488,0.0001971165,0.0001371893,0.000575257,0.000008670134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889284,"about_ca_system_score_gemma":0.0001813248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375011,"about_ca_topic_score_gemma":0.001034406,"domain_scores_codex":[0.9978924,0.000761794,0.000333189,0.0002413457,0.0005832232,0.0001880978],"domain_scores_gemma":[0.9992806,0.0001738228,0.0001311828,0.0001748374,0.0001981266,0.00004143475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005496748,0.005388298,0.04562078,0.00004837152,0.0002630664,0.000009261863,0.8971421,0.0004663599,0.0003180502,0.002384898,0.002474749,0.04533442],"study_design_scores_gemma":[0.001201371,0.0010028,0.3483988,0.00004852522,0.000004897451,0.000009455451,0.6408561,0.0001507025,0.00002825724,0.0002109496,0.007967081,0.000120991],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980576,0.0002443119,3.092187e-7,0.0001404896,0.0005092773,0.0007133403,0.00001364036,0.00001903501,0.01778356],"genre_scores_gemma":[0.9878159,0.000005628684,0.000006649258,0.00002564335,0.0002528455,0.0003684515,0.00006643924,0.00001230505,0.0114462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302778,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908561060625502,"score_gpt":0.4217374036150718,"score_spread":0.3826517930088168,"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."}}