{"id":"W2129429408","doi":"10.1111/j.0026-7902.2004.00235.x","title":"Strategy Use by Nonnative English‐Speaking Students in an MBA Program: Not Business as Usual!","year":2004,"lang":"en","type":"article","venue":"Modern Language Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université Laval","funders":"","keywords":"Situated; Context (archaeology); Phenomenon; Qualitative research; Pedagogy; Identity (music); English for academic purposes; Class (philosophy); Psychology; Reading (process); Sociology; Mathematics education; Linguistics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001596683,0.0002776079,0.0004377342,0.0007612254,0.003024221,0.004518819,0.0008010226,0.0008777459,0.002298542],"category_scores_gemma":[0.004691612,0.0003502055,0.0002163678,0.0006354111,0.001613711,0.001583965,0.001794964,0.001380105,0.0005909083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439723,"about_ca_system_score_gemma":0.002774813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03941676,"about_ca_topic_score_gemma":0.1060952,"domain_scores_codex":[0.9990158,0.0002699643,0.00004506817,0.00009820118,0.0002264693,0.0003444456],"domain_scores_gemma":[0.9970643,0.0006069354,0.0005158994,0.00006845053,0.0003654723,0.001378961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001207075,0.0008946563,0.2710232,0.00008182153,0.00001933449,0.00160419,0.7003322,0.00003353104,0.002652107,0.0005000046,0.00148264,0.02125563],"study_design_scores_gemma":[0.000008888172,0.0002389864,0.08531135,0.00004645612,0.00001139486,0.000353942,0.9091462,0.0001288572,0.0004106576,0.0001260412,0.004189049,0.00002807735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990152,0.00004484413,0.00002594327,0.000176513,0.000005290972,0.000005833083,0.000009986926,0.000001917073,0.0007144727],"genre_scores_gemma":[0.9976533,0.0001091509,0.00008300861,0.0002159257,0.000003967987,0.00001236272,0.00002564723,0.000004587222,0.001891992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03941676,"threshold_uncertainty_score":0.07837468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302594388556532,"score_gpt":0.3310980022498319,"score_spread":0.2880720583642666,"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."}}