{"id":"W4416716011","doi":"10.5539/elt.v18n12p85","title":"The Relationship between Senior High School Students’ Personality Traits and English Academic Achievement: The Mediating Effects of Directed Motivational Currents and Academic Emotions","year":2025,"lang":"","type":"article","venue":"English Language Teaching","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Office for Philosophy and Social Sciences","keywords":"Big Five personality traits; Personality; Boredom; Big Five personality traits and culture; Academic achievement; Anxiety","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004912455,0.0005333577,0.0005856591,0.0002766056,0.002279584,0.0002423349,0.001181582,0.0008972509,0.00004929918],"category_scores_gemma":[0.05347081,0.0004129158,0.0001385483,0.0006604046,0.0006686329,0.0004495685,0.0006610673,0.007876734,0.000002974778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904741,"about_ca_system_score_gemma":0.0001523333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004311966,"about_ca_topic_score_gemma":0.00004160753,"domain_scores_codex":[0.9924309,0.003630451,0.001309168,0.0008933647,0.0009620663,0.0007741144],"domain_scores_gemma":[0.9744528,0.024014,0.0006537988,0.0004959674,0.0001554238,0.0002280379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002741949,0.00007358829,0.6346793,0.0001706022,0.0002419794,0.000002108671,0.3501113,0.000004670815,0.0001949602,0.007779962,0.000304293,0.006409854],"study_design_scores_gemma":[0.001807535,0.00007487433,0.9196608,0.0007979042,0.0003376676,0.000001417044,0.07563976,0.00009248498,0.00008626348,0.0009031442,0.0002811205,0.0003169916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850806,0.008564075,0.0003254199,0.001089208,0.002338721,0.001454633,0.0001424322,0.0002112903,0.0007936493],"genre_scores_gemma":[0.9967052,0.0001796622,0.0001801246,0.0002768263,0.001810857,0.0001756055,0.00007498437,0.00004777189,0.0005490134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2849816,"threshold_uncertainty_score":0.9998323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887289576324014,"score_gpt":0.3483838803949781,"score_spread":0.329510984631738,"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."}}