{"id":"W4416192954","doi":"10.1007/978-3-032-02333-9_12","title":"Revisioning New Teacher Education: The Nexus of University and School Partnerships for Transformative Mentorship","year":2025,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Transformative learning; Mentorship; Curriculum; Scholarship; Faculty development; Teacher education; Professional development; Nexus (standard)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007573342,0.0001896753,0.0002235029,0.000245967,0.00008984406,0.00001820281,0.0002278011,0.0002501783,0.0005914874],"category_scores_gemma":[0.0001105221,0.0001721832,0.00005811264,0.00006999308,0.00005396908,0.00007868512,0.00003245205,0.0004221479,0.00002298747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143901,"about_ca_system_score_gemma":0.001316836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006167093,"about_ca_topic_score_gemma":0.00001110884,"domain_scores_codex":[0.9989768,0.00007206669,0.0003383627,0.0003075906,0.0001284252,0.0001767082],"domain_scores_gemma":[0.9991012,0.0002152352,0.0002415168,0.0002722392,0.00007455012,0.0000953187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001128165,0.0001292809,0.001055926,0.0003200979,0.00009680651,1.699811e-7,0.0143649,8.384999e-7,0.00000584935,0.4315632,0.1299145,0.4224356],"study_design_scores_gemma":[0.0002768185,0.0000213262,0.003377366,0.001363471,0.00007992527,0.000001067712,0.003360118,0.000001005678,0.00001852483,0.01110555,0.9802164,0.0001784185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001974109,0.007671464,0.0002511645,0.003308905,0.00524803,0.001313865,0.000007026621,0.00002723778,0.9801982],"genre_scores_gemma":[0.01686238,0.0003181807,0.0006599128,0.0001655412,0.0004717779,0.00003589853,0.00003119642,0.00001834999,0.9814367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8503019,"threshold_uncertainty_score":0.7021427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04470329514093465,"score_gpt":0.3246982443668551,"score_spread":0.2799949492259205,"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."}}