{"id":"W2123132983","doi":"","title":"Teacher Induction: Exploring Beginning Teacher Mentorship","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Teacher induction; Teacher education; Theme (computing); Pedagogy; Teacher preparation; Psychology; Faculty development; Professional development; Mathematics education; Medical education; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01265874,0.0004096061,0.0004120655,0.001052349,0.006463679,0.005191823,0.00219059,0.00158222,0.001978221],"category_scores_gemma":[0.02178032,0.0003875184,0.0003043007,0.001014856,0.006274646,0.003843384,0.007717744,0.003311998,0.0004063367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00614848,"about_ca_system_score_gemma":0.01324453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008179473,"about_ca_topic_score_gemma":0.02712194,"domain_scores_codex":[0.988297,0.008865299,0.000162215,0.0003895976,0.0009091121,0.001376753],"domain_scores_gemma":[0.9782089,0.01566188,0.001443174,0.0007870641,0.001263897,0.002635031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000754467,0.0001699594,0.006805221,0.0001660237,0.000007703155,0.001288957,0.9449404,0.0001204638,0.001548414,0.004400083,0.001173967,0.03930341],"study_design_scores_gemma":[0.00004050641,0.0002668265,0.008298612,0.0004314192,0.00001701549,0.0007949121,0.9285497,0.0005207824,0.002160818,0.003516075,0.05536602,0.00003731664],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396836,0.001124914,0.0198563,0.007260303,0.0001277434,0.0003379615,0.00005847529,0.00009641036,0.03145443],"genre_scores_gemma":[0.9848166,0.0008791547,0.006237762,0.0005236322,0.00002881738,0.0001685529,0.00004800948,0.00003172277,0.007265709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265874,"threshold_uncertainty_score":0.06694657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528764188501062,"score_gpt":0.3749179136996667,"score_spread":0.2220414948495605,"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."}}