{"id":"W4409507526","doi":"10.3390/educsci15040497","title":"Integrating Practice and Theory in Teacher Education: Enhancing Pre-Service Self-Efficacy for Inclusive Education","year":2025,"lang":"en","type":"article","venue":"Education Sciences","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Université du Québec en Abitibi-Témiscamingue; Western University; University of Ottawa; St. Francis Xavier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Self-efficacy; Mathematics education; Teacher education; Pedagogy; Psychology; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01235032,0.0004767437,0.0005213848,0.00210542,0.00423805,0.005854257,0.001218478,0.001010783,0.001859465],"category_scores_gemma":[0.01296265,0.0004182608,0.0006219551,0.001168644,0.01062292,0.0027704,0.005569439,0.002775556,0.0003876799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006563276,"about_ca_system_score_gemma":0.02138234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008750011,"about_ca_topic_score_gemma":0.02101649,"domain_scores_codex":[0.9924598,0.004940211,0.0002280576,0.000420195,0.001216545,0.0007350536],"domain_scores_gemma":[0.9872422,0.008319654,0.0008955203,0.0009182944,0.001108344,0.001515954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008542446,0.005103994,0.05070131,0.001523111,0.00007014807,0.0007057042,0.4495428,0.00102233,0.003086215,0.05971204,0.003340533,0.4251065],"study_design_scores_gemma":[0.0001933686,0.001899405,0.1020638,0.005805762,0.0001942575,0.001282148,0.6682718,0.004071528,0.005494092,0.113109,0.09747116,0.0001437103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8043448,0.002883216,0.0464192,0.01694937,0.0002941595,0.001413465,0.000025069,0.0001572378,0.1275136],"genre_scores_gemma":[0.9736335,0.001228399,0.02184892,0.0004585541,0.00001583216,0.0005317961,0.00001214393,0.00001519272,0.002255708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235032,"threshold_uncertainty_score":0.06531554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232493457206945,"score_gpt":0.4413708906628486,"score_spread":0.4190459560907791,"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."}}