{"id":"W4255495160","doi":"10.32920/ryerson.14653659","title":"Mentoring partnerships for success : the role of mentoring in reconstructing professional identities and in creating a sense of belonging for internationally-educated teachers from visible minority groups in greater Toronto area school communities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Toronto Metropolitan University; Western University","funders":"","keywords":"Honesty; Equity (law); Inclusion (mineral); Promotion (chess); Professional development; Resistance (ecology); Pedagogy; Sense of community; Public relations; Collegiality; Consistency (knowledge bases); Perception; Sociology; Psychology; Medical education; Political science; Gender studies; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009011034,0.000413538,0.0002851488,0.001201084,0.01837463,0.01051885,0.001612231,0.001321925,0.004951769],"category_scores_gemma":[0.0201316,0.0002745258,0.0003105803,0.0009916339,0.01025201,0.005428992,0.01397463,0.002469142,0.0005729811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007179638,"about_ca_system_score_gemma":0.02620321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04737765,"about_ca_topic_score_gemma":0.1382721,"domain_scores_codex":[0.991082,0.005670876,0.0001402719,0.0003278247,0.001033821,0.001745314],"domain_scores_gemma":[0.9795838,0.005753474,0.001906402,0.001006532,0.00157866,0.01017121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006087256,0.0001144564,0.03340621,0.0002249716,0.00001978868,0.001572083,0.829608,0.0001067955,0.0007385609,0.0212729,0.005947674,0.1069276],"study_design_scores_gemma":[0.000009509688,0.00009855545,0.01805978,0.0004603306,0.00002109527,0.0005552366,0.8871469,0.000164398,0.00042336,0.004426969,0.08859677,0.00003706927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8423723,0.004548233,0.005289774,0.02971979,0.0005202856,0.0001858932,0.0000444353,0.0001132588,0.1172059],"genre_scores_gemma":[0.9918103,0.0007810845,0.001129527,0.0002600413,0.00002613439,0.00002880183,0.00001133943,0.00001533921,0.005937541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9526224,"threshold_uncertainty_score":0.09420377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08097180363792617,"score_gpt":0.376749381273645,"score_spread":0.2957775776357189,"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."}}