{"id":"W2339806767","doi":"","title":"An Investigation of Speaking Strategies Employed by Iranian EFL Students","year":2015,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Likert scale; Mathematics education; Test (biology); Feeling; Metacognition; Scale (ratio); Language proficiency; Developmental psychology; Cognition; Social psychology","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":[0.0005062876,0.0003958591,0.0003617732,0.0009779652,0.0005867975,0.001106058,0.0002420692,0.0004249191,0.0009237498],"category_scores_gemma":[0.002006113,0.0001978179,0.0002481191,0.0005053925,0.0004043681,0.0003768582,0.0003091281,0.0004562206,0.0002894623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698847,"about_ca_system_score_gemma":0.0005510172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001997283,"about_ca_topic_score_gemma":0.00303513,"domain_scores_codex":[0.9996098,0.00007136942,0.00004921703,0.00004564637,0.000130831,0.00009319314],"domain_scores_gemma":[0.9987925,0.0002193228,0.0004267966,0.00003637672,0.0003100041,0.0002148937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001508938,0.0007021888,0.8775997,0.0001349917,0.00004572411,0.001233791,0.05772582,0.0000624504,0.01119097,0.0001139475,0.0002983539,0.05074118],"study_design_scores_gemma":[0.00001185014,0.001246846,0.9348744,0.00004136911,0.00003914725,0.001669135,0.05860708,0.0002272729,0.001473818,0.0001122944,0.001665561,0.00003134017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996533,0.0000641786,0.00002063361,0.00001555153,0.000001560777,0.000004070714,0.000008428603,8.445834e-7,0.0002314535],"genre_scores_gemma":[0.9992204,0.0001570379,0.0001093871,0.00003295427,0.000003092175,0.000008915945,0.00002428501,0.000001139088,0.0004429227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001997283,"threshold_uncertainty_score":0.003971338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008742145180268,"score_gpt":0.3528993280539751,"score_spread":0.2520251135359484,"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."}}