{"id":"W4415553977","doi":"10.21608/jrciet.2025.460334","title":"Using a Webinar Based Program to Develop EFL Research Skills among Students of Higher Institutes of Languages","year":2025,"lang":"en","type":"article","venue":"Journal of Research in Curriculum Instruction and Educational Technology","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Education, Nanyang Technological University; Tanta University; University of Toronto; Helwan University; Nanyang Technological University; Mansoura University; Towson University; Arizona State University","keywords":"Higher education; Qualitative research; Class (philosophy); Graduate students","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001965181,0.00007381917,0.0002136774,0.003598886,0.0002161501,0.00006325317,0.000301477,0.00009626254,0.0001547415],"category_scores_gemma":[0.001171791,0.00006151642,0.00002823478,0.00130336,0.0007651364,0.0001521843,0.0001115658,0.0008313655,0.000001139863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343734,"about_ca_system_score_gemma":0.0005184936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008197023,"about_ca_topic_score_gemma":0.0001693794,"domain_scores_codex":[0.998412,0.0002408932,0.0004404632,0.0001392898,0.0005329198,0.0002344298],"domain_scores_gemma":[0.9977782,0.0002471872,0.0001639546,0.000116552,0.001643356,0.00005077841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006717603,0.001694691,0.7150884,0.0003784742,0.000102874,0.0000160322,0.00621696,0.00009218412,0.0007679196,0.1710556,0.001837624,0.102682],"study_design_scores_gemma":[0.005589561,0.002722738,0.5098826,0.009964167,0.00006827965,0.0001715264,0.3169385,0.00046128,0.005918109,0.03738341,0.1102677,0.0006321296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941723,0.0006122749,0.000008810393,0.002957511,0.0004672236,0.0002064292,0.000001929857,0.00001135529,0.001562168],"genre_scores_gemma":[0.9954863,0.00001832707,0.003623452,0.00002026789,0.0001592684,0.00002000498,0.000001945515,0.000005933902,0.0006645674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3107215,"threshold_uncertainty_score":0.3611915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07328204459930061,"score_gpt":0.4809705502604545,"score_spread":0.4076885056611539,"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."}}