{"id":"W4416161938","doi":"10.1007/978-3-032-02333-9_31","title":"Cultivating Growth-Mindset through Life-Long Learning to Advance In-Service Teachers’ Pedagogical Content Knowledge: Proposing a Framework for Canadian K-12 Teachers’ Induction Program","year":2025,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Red River College; University of Manitoba","funders":"","keywords":"Mindset; Formative assessment; Professional development; Structuring; Teacher induction; Lifelong learning; Teacher education; Professional learning community; Faculty development; Grounded theory","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":[0.001515535,0.0003141713,0.000190399,0.0007909367,0.00429503,0.002852854,0.00151312,0.0007096234,0.002609656],"category_scores_gemma":[0.001140062,0.0001532,0.0002297182,0.0009885182,0.00508957,0.001212704,0.0029002,0.002125965,0.0004368688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02915546,"about_ca_system_score_gemma":0.08909103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6197857,"about_ca_topic_score_gemma":0.8787156,"domain_scores_codex":[0.9994856,0.0001033532,0.00001001015,0.00004954507,0.0001731227,0.0001783834],"domain_scores_gemma":[0.9991329,0.0001357179,0.00004212401,0.00003532724,0.0002467899,0.0004071362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000075784,0.0008468455,0.007068476,0.000428398,0.000009126144,0.000383912,0.08188023,0.001339687,0.005409793,0.4068109,0.04393988,0.4518069],"study_design_scores_gemma":[0.00007932279,0.0002714595,0.07170752,0.001465214,0.0000446389,0.0004564149,0.09348434,0.005344855,0.00724152,0.1518024,0.6679739,0.0001284203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1797909,0.004001139,0.05787415,0.02844377,0.0004377324,0.0009475902,0.0002342762,0.0006119991,0.7276585],"genre_scores_gemma":[0.8087718,0.00313461,0.08012795,0.001438743,0.00003103757,0.0004542712,0.000167112,0.0001021508,0.1057723],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3802143,"threshold_uncertainty_score":0.7649069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08283330283810249,"score_gpt":0.3880599382601599,"score_spread":0.3052266354220575,"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."}}