{"id":"W4388289590","doi":"10.5430/wjel.v13n8p606","title":"Examining the Vocabulary Knowledge and Idiomatic Structures of EFL Learners in a Culturally - Oriented Learning Context","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prince Sattam bin Abdulaziz University","keywords":"Vocabulary; Significant difference; Test (biology); Context (archaeology); Psychology; Linguistics; Mathematics education; Vocabulary learning; Mathematics; History; Philosophy","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":[0.0005855148,0.0002814364,0.0002281211,0.0004950195,0.0003506715,0.0009088417,0.0002009488,0.0002421222,0.001085217],"category_scores_gemma":[0.002421828,0.0001125044,0.0001362217,0.000200231,0.0005218118,0.0004034337,0.0005784605,0.0003902655,0.0002310114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644783,"about_ca_system_score_gemma":0.0004420495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950967,"about_ca_topic_score_gemma":0.003367997,"domain_scores_codex":[0.9997,0.00008104212,0.00002036467,0.00003884737,0.00009473925,0.00006509098],"domain_scores_gemma":[0.9987544,0.0003482061,0.0003646879,0.00004293,0.0002620775,0.0002277336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003602598,0.002067036,0.8043608,0.0002198489,0.00004889113,0.001417363,0.07794707,0.0002372545,0.04827222,0.0002411829,0.0001277346,0.06470035],"study_design_scores_gemma":[0.00002087353,0.002126866,0.9145359,0.00007383835,0.00004868842,0.0008781314,0.06908267,0.0004365195,0.01070838,0.0003337547,0.001721975,0.00003242123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997458,0.00002052283,0.00002081713,0.000004409255,3.79458e-7,0.000001781626,0.000001767596,3.32678e-7,0.000204109],"genre_scores_gemma":[0.9994277,0.00006147513,0.0001332075,0.00001119339,6.996164e-7,0.000003472992,0.000009643181,5.135126e-7,0.0003520794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001950967,"threshold_uncertainty_score":0.003879249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732941323995275,"score_gpt":0.2986547926474949,"score_spread":0.2813253794075422,"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."}}