{"id":"W7019008318","doi":"","title":"Exploring Relationships Among Resilience, Engagement, Personality, and Performance in Teacher Education","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Practicum; Coursework; Big Five personality traits; Conscientiousness; Personality; Extraversion and introversion; Preparedness; Psychological resilience; Trait","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001652286,0.0001807945,0.0002154098,0.0005354058,0.0005745906,0.001013097,0.0002867945,0.0002185075,0.001187726],"category_scores_gemma":[0.00479175,0.0001403343,0.0002269274,0.0005044083,0.0006021793,0.0008278732,0.0009265569,0.0008340716,0.0001658173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004260951,"about_ca_system_score_gemma":0.0006266178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004043297,"about_ca_topic_score_gemma":0.01098351,"domain_scores_codex":[0.9993781,0.0002687473,0.00003177254,0.00006708009,0.0001142186,0.0001400229],"domain_scores_gemma":[0.9966385,0.001163702,0.001000313,0.0002639322,0.0002652112,0.0006682709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001649016,0.0001449788,0.9823416,0.00001687095,0.00002623005,0.00004484022,0.002732174,0.00008131332,0.0004014462,0.000124004,0.00006744442,0.01400258],"study_design_scores_gemma":[6.076396e-7,0.00005249148,0.9966484,0.00001525285,0.000005646622,0.00004159798,0.00266656,0.00009229733,0.0001185698,0.0001351943,0.0002203641,0.000002965286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994018,0.00006531354,0.0001164707,0.00006856908,0.000001905641,0.000002879555,0.00001009363,0.000001190465,0.0003317664],"genre_scores_gemma":[0.9996288,0.00005623179,0.0001142547,0.000008740123,0.000002075987,0.000003343497,0.00001767639,5.635843e-7,0.000168327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004043297,"threshold_uncertainty_score":0.00873822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054273982850635,"score_gpt":0.2909488893644152,"score_spread":0.1855214910793517,"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."}}