{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00303852,0.0001575712,0.0001883074,0.0009124823,0.0007657189,0.0002612686,0.0004245568,0.0001537878,0.0006585126],"category_scores_gemma":[0.005065298,0.0001950902,0.00008829612,0.0008767412,0.000117711,0.001857797,0.000003045467,0.0005455117,0.00002017432],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0116104,"about_ca_system_score_gemma":0.0191074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07407903,"about_ca_topic_score_gemma":0.3876745,"domain_scores_codex":[0.997899,0.0005256057,0.0004824829,0.0002335098,0.0001601028,0.0006993327],"domain_scores_gemma":[0.9964304,0.00010485,0.0006640276,0.0002732231,0.0009767833,0.001550723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001531822,0.0002293292,0.04055495,0.00002098931,0.00005251268,0.000007959948,0.7050839,0.0001015398,0.0003623551,0.033309,0.02936093,0.1909012],"study_design_scores_gemma":[0.0001346247,0.0001087154,0.1200741,0.0001772261,0.00008350666,0.0001431231,0.2263035,0.000009119008,0.00009071093,0.01368873,0.6388801,0.0003066809],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006435,0.0005019896,0.0001202737,0.03408388,0.01028217,0.0002019268,9.113545e-7,0.00001570968,0.05414969],"genre_scores_gemma":[0.985666,0.00006862416,0.001429497,0.0007207853,0.005704021,0.00003124896,0.00001029025,0.00002162372,0.006347908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6095191,"threshold_uncertainty_score":0.9921839,"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."}}