{"id":"W4285014389","doi":"10.5430/wjel.v12n6p71","title":"English-Medium Instruction and Content Learning in Freshman Year: An Investigation of a Saudi University Students’ Challenges and Learning Strategies","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deanship of Scientific Research, Prince Sattam bin Abdulaziz University; Prince Sattam bin Abdulaziz University","keywords":"Comprehension; Adaptability; Mathematics education; Psychology; Arabic; Learning styles; Medical education; Computer science; Medicine; Linguistics","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":[0.0008785425,0.0002722953,0.0002637591,0.0007874247,0.00180437,0.001887368,0.000447942,0.0005258331,0.002455849],"category_scores_gemma":[0.002199373,0.0002241713,0.0003438567,0.0003980394,0.0005425665,0.0007889757,0.001033308,0.0007600717,0.0004243681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060776,"about_ca_system_score_gemma":0.001717488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005627,"about_ca_topic_score_gemma":0.01965327,"domain_scores_codex":[0.9996069,0.00006411286,0.00002900204,0.00004249435,0.000139219,0.0001183276],"domain_scores_gemma":[0.9982248,0.0002055934,0.0004633162,0.00004444278,0.0003561305,0.0007057284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697407,0.001550765,0.8716393,0.00012109,0.00002856143,0.001341379,0.08942467,0.00005366725,0.004496132,0.0002745425,0.0005851967,0.03031498],"study_design_scores_gemma":[0.000008127379,0.001124455,0.8118368,0.00006267539,0.00002730835,0.0006718079,0.1793489,0.0002285465,0.001517124,0.0001377569,0.005003276,0.00003334953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996842,0.0000461226,0.00001374543,0.00004747374,0.000002359603,0.000004703047,0.000007834687,5.495633e-7,0.0001930199],"genre_scores_gemma":[0.9987388,0.0001327421,0.0000797355,0.00006803151,0.000003749836,0.000006271976,0.00002444104,0.000001089515,0.0009452365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005627,"threshold_uncertainty_score":0.01999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420562473780045,"score_gpt":0.2223247192959763,"score_spread":0.1981190945581758,"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."}}