{"id":"W2106257256","doi":"10.22230/ijepl.2008v3n2a97","title":"Principal Leadership in New Teacher Induction: Becoming Agents of Change","year":2008,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Teacher induction; Mentorship; Extant taxon; Principal (computer security); Politics; Pedagogy; Educational leadership; Scale (ratio); Sociology; Psychology; Public relations; Political science; Professional development; Medical education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00963809,0.0002732898,0.0004272293,0.0009800387,0.01266121,0.00473087,0.001572486,0.001167279,0.003563493],"category_scores_gemma":[0.01587592,0.000674382,0.0002370743,0.0006688531,0.004891713,0.001998464,0.004526368,0.002778008,0.0005220952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126771,"about_ca_system_score_gemma":0.03095814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09696475,"about_ca_topic_score_gemma":0.2944911,"domain_scores_codex":[0.9901577,0.005112453,0.000193241,0.0005149536,0.001517295,0.002504334],"domain_scores_gemma":[0.9787852,0.004208735,0.003054241,0.0007387192,0.00377024,0.009442802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009820823,0.004742652,0.2594912,0.0003903751,0.00002474393,0.002453663,0.6447344,0.0002502086,0.005548737,0.004112867,0.005776443,0.07149269],"study_design_scores_gemma":[0.0002667808,0.002601766,0.1032915,0.0001981775,0.00002648429,0.0003508115,0.8468657,0.0005740295,0.001068781,0.0006191722,0.04408622,0.00005048577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900518,0.0001559249,0.0006909694,0.001298685,0.00007399321,0.0003853019,0.00002341866,0.00002232715,0.007297468],"genre_scores_gemma":[0.9951149,0.0001438253,0.000741661,0.0002782239,0.00002375052,0.0001496011,0.00002079322,0.000007051196,0.003520297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09696475,"threshold_uncertainty_score":0.1928007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7731469540817391,"score_gpt":0.4857660212555548,"score_spread":0.2873809328261842,"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."}}