{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007618907,0.000112258,0.0001929661,0.000758132,0.000100746,0.00003240159,0.000330022,0.0001125528,0.0002419294],"category_scores_gemma":[0.001184566,0.0001149439,0.0000843086,0.0003449474,0.0003510832,0.0005712504,0.00001801588,0.0003326704,0.000006789614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522999,"about_ca_system_score_gemma":0.002287182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003814293,"about_ca_topic_score_gemma":0.0007903978,"domain_scores_codex":[0.9983721,0.0002515581,0.0004816093,0.0001299437,0.0005149885,0.0002497994],"domain_scores_gemma":[0.9988241,0.0001494556,0.0004429972,0.00007640212,0.0003221535,0.0001849373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007403198,0.0005205565,0.1894262,0.00003052664,0.00009054822,0.000004285139,0.7548776,0.000002822519,0.00003366509,0.0160368,0.007049993,0.03185297],"study_design_scores_gemma":[0.0006633468,0.00004739399,0.4470029,0.0002255362,0.00001461647,0.00006722748,0.4938563,0.000001498906,0.00006697713,0.0008641253,0.05704474,0.0001452822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5782753,0.002699162,0.00003024114,0.4118172,0.002498313,0.0001805054,0.000001412392,0.00001385278,0.004484064],"genre_scores_gemma":[0.9836823,0.0003691069,0.0002578052,0.003092733,0.005407506,0.000005376937,0.000002044043,0.000009624096,0.00717348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4087245,"threshold_uncertainty_score":0.5766096,"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."}}