{"id":"W4381849052","doi":"10.1111/1471-3802.12607","title":"Development and validation of a short form of the Teacher Efficacy for Inclusive Practices Scale ( <scp>TEIP‐SF</scp> )","year":2023,"lang":"en","type":"article","venue":"Journal of Research in Special Educational Needs","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"Northwestern University","keywords":"Scale (ratio); Psychology; Replicate; Mathematics education; Likert scale; Curse of dimensionality; Statistics; Mathematics; Developmental psychology; Geography","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":[0.009406509,0.0003810114,0.000517057,0.00166118,0.0006119804,0.0007807654,0.0005170467,0.0004203678,0.002536607],"category_scores_gemma":[0.02314386,0.0003587315,0.0007370653,0.001015312,0.0006252102,0.000701856,0.001082252,0.001016824,0.0007405638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050897,"about_ca_system_score_gemma":0.002482205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004556802,"about_ca_topic_score_gemma":0.008816803,"domain_scores_codex":[0.9958846,0.001290159,0.0007868877,0.0002579334,0.001601411,0.0001790434],"domain_scores_gemma":[0.9846719,0.005307226,0.00238394,0.001006168,0.005977293,0.0006535179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000338923,0.0009982219,0.8096649,0.0003695375,0.0001325357,0.0001753907,0.005963333,0.0008557031,0.003295443,0.0006105973,0.005554392,0.1720409],"study_design_scores_gemma":[0.00008724432,0.0007557935,0.9885579,0.0001772218,0.00005493637,0.00027953,0.001730598,0.001311747,0.001376262,0.000230153,0.005412401,0.00002625229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826456,0.0002049758,0.007638647,0.0002809499,0.00006571324,0.002625212,0.002613594,0.00008105816,0.003844227],"genre_scores_gemma":[0.9628834,0.0003177489,0.02522014,0.0001321821,0.00002841257,0.005238361,0.004216936,0.00004672711,0.001916088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009406509,"threshold_uncertainty_score":0.04974693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1343696599802931,"score_gpt":0.4944280758846647,"score_spread":0.3600584159043716,"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."}}