{"id":"W4380684878","doi":"10.5430/wjel.v13n6p385","title":"Mediation Effects of Language Anxiety and Prior Learning Experience on Academic Speaking Challenges and Strategies among Libyan Students in Malaysian Universities","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mediation; Anxiety; Bootstrapping (finance); Structural equation modeling; Medical education; Mathematics education; Computer science; Sociology; Medicine; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000516775,0.0001239205,0.0002398348,0.0005320479,0.0001010585,0.00009688813,0.0001398419,0.00004398459,0.00005165693],"category_scores_gemma":[0.0002937892,0.0001077651,0.00004001041,0.00008138327,0.0001127958,0.0005299256,0.0000595273,0.0006512789,6.891083e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003037658,"about_ca_system_score_gemma":0.00001646775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001829251,"about_ca_topic_score_gemma":0.001058747,"domain_scores_codex":[0.9990349,0.0001619735,0.0002433467,0.0001322351,0.0002506963,0.000176807],"domain_scores_gemma":[0.9992269,0.0003334816,0.0002692869,0.00006728478,0.00004861814,0.00005448854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002511332,0.00001641389,0.01366846,0.0001464153,0.00002680554,0.0001510749,0.9540542,0.0001034191,0.0002112835,0.001927651,0.00000570162,0.02966346],"study_design_scores_gemma":[0.0006197685,0.0001080101,0.07030433,0.0006462669,0.00001577157,0.000003069664,0.9271004,0.00004590467,0.0002097868,0.00001179091,0.0008208607,0.0001140661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865041,0.007070048,5.387164e-7,0.0000214984,0.0002623523,0.00006775326,0.00000108528,0.00004395365,0.00602871],"genre_scores_gemma":[0.9978846,0.0008892426,0.00001176829,0.00001877092,0.0004884343,0.000001386317,0.00000248044,0.00001614584,0.0006871814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05663587,"threshold_uncertainty_score":0.4394534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098128204136734,"score_gpt":0.2593831605004033,"score_spread":0.2484018784590359,"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."}}