{"id":"W2943505717","doi":"","title":"Developing Resilience and Promoting Well-being in Early Career Teaching:","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Queen's University","funders":"","keywords":"Mentorship; Mindset; Teacher induction; Psychological resilience; Pedagogy; Psychology; Career development; Transformative learning; Professional development; Sociology; Medical education; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002235052,0.0001032943,0.0001540626,0.0007082821,0.0003565099,0.0001827009,0.0002559593,0.00009198257,0.00009594291],"category_scores_gemma":[0.001427018,0.0001252431,0.00002934707,0.0004280844,0.00006317304,0.0005133285,0.000006362177,0.000319358,0.0000157473],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004509266,"about_ca_system_score_gemma":0.02948579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.15879,"about_ca_topic_score_gemma":0.6990862,"domain_scores_codex":[0.9985391,0.0002241508,0.0004094698,0.0001936877,0.0001005085,0.0005331086],"domain_scores_gemma":[0.9981678,0.0001031011,0.0002797428,0.0001350798,0.0003872339,0.0009270328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000001250122,0.0000111667,0.4523467,0.00002811234,0.000005208013,0.000002507899,0.489704,0.00001105096,0.00002063285,0.04938786,0.0004577002,0.008023777],"study_design_scores_gemma":[0.0001504158,0.00003575082,0.7828857,0.000612908,0.000009942069,0.00006377103,0.146673,0.00001020085,0.00003003533,0.009132714,0.06015861,0.0002369785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711368,0.0001813021,0.00002985283,0.01045972,0.002446918,0.0002335863,5.102521e-7,0.000005234731,0.01550608],"genre_scores_gemma":[0.9947862,0.00002910957,0.001996801,0.0006275748,0.0003802473,0.000007655056,0.000004169646,0.00001320209,0.002155042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5402962,"threshold_uncertainty_score":0.9993122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558319070355381,"score_gpt":0.2807574849296172,"score_spread":0.2551742942260634,"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."}}