{"id":"W4285305095","doi":"10.53103/cjlls.v2i3.49","title":"Intentional Vocabulary Learning Vs Incidental Vocabulary Learning for Beginner Students: Tishk International University Preparatory School Case","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Language and Literature Studies","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; Pronunciation; Reading (process); Vocabulary learning; Linguistics; Psychology; Vocabulary development; Mathematics education; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004285907,0.0003415416,0.0003880617,0.0005487443,0.002061881,0.001041278,0.000516755,0.001101129,0.002952452],"category_scores_gemma":[0.0009121508,0.0001292104,0.0003208258,0.0003970172,0.0009729638,0.0006659041,0.001049705,0.0007398179,0.0003619981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136414,"about_ca_system_score_gemma":0.001973991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009782651,"about_ca_topic_score_gemma":0.02252025,"domain_scores_codex":[0.9995527,0.00007681982,0.00003558872,0.00004352859,0.00007461441,0.0002167874],"domain_scores_gemma":[0.9993982,0.0000833647,0.00004468698,0.00002011938,0.00004038411,0.0004131607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.002413,0.0193316,0.3279027,0.0004904055,0.00006109774,0.4681017,0.03405785,0.0006498237,0.01063777,0.01238932,0.005088333,0.1188764],"study_design_scores_gemma":[0.0008159109,0.02051025,0.4228094,0.0007784277,0.0003092259,0.3546971,0.1344374,0.004237442,0.02086535,0.007204699,0.03310786,0.0002269364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953928,0.0002150003,0.0001490679,0.0003890387,0.00001844664,0.00003777328,0.00001110476,0.000005584677,0.003781186],"genre_scores_gemma":[0.9971397,0.0001727259,0.0002620077,0.00009261809,0.00001298919,0.00002031899,0.00001448785,0.000002620089,0.002282647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009782651,"threshold_uncertainty_score":0.01945138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009678130998465134,"score_gpt":0.3007069882810163,"score_spread":0.2910288572825512,"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."}}