{"id":"W2139373007","doi":"10.5539/jel.v4n4p91","title":"Personality Traits, Learning and Academic Achievements","year":2015,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conscientiousness; Big Five personality traits; Openness to experience; Psychology; Personality; Big Five personality traits and culture; Trait; Academic achievement; Alternative five model of personality; Hierarchical structure of the Big Five; Social psychology; Developmental psychology; Extraversion and introversion; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001566913,0.00009204504,0.0001729345,0.0001252326,0.0001228698,0.00003037931,0.00006843996,0.0001154021,0.0003972292],"category_scores_gemma":[0.0002592049,0.00008139898,0.00003669863,0.00008817441,0.00007029125,0.0001298739,0.00001331702,0.00118213,0.00001044861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002527513,"about_ca_system_score_gemma":0.0001207937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003966079,"about_ca_topic_score_gemma":0.000002034838,"domain_scores_codex":[0.99879,0.0004698873,0.0002903969,0.0001392463,0.0001537708,0.000156649],"domain_scores_gemma":[0.9991727,0.000107868,0.0003143546,0.00003148971,0.0001274591,0.000246118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002194989,0.0002776944,0.5433601,0.00002470958,0.0001316797,0.000006347198,0.07350598,0.000009475347,0.0004856656,0.002865868,0.0110538,0.3680592],"study_design_scores_gemma":[0.000847017,0.0003734019,0.5735319,0.00003631554,0.00003279041,0.0005272013,0.03265846,0.000009219621,0.000001627735,0.0003168592,0.3915682,0.00009701632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786099,0.003879335,0.0001613881,0.003401475,0.000729183,0.00003771663,5.6462e-7,0.000009391493,0.01317101],"genre_scores_gemma":[0.991568,0.0001282661,0.0004263533,0.0009350195,0.0005367626,0.000001827174,0.000002550249,0.000009837695,0.006391351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3805144,"threshold_uncertainty_score":0.5135834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08772593442022539,"score_gpt":0.4234160671409024,"score_spread":0.3356901327206769,"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."}}