{"id":"W2047425221","doi":"10.1016/j.tate.2013.11.005","title":"Self-efficacy of early childhood special education teachers: Links to classroom quality and children's learning for children with language impairment","year":2013,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Education Sciences; McMaster University","keywords":"Self-efficacy; Psychology; Literacy; Quality (philosophy); Mathematics education; Early childhood education; Early childhood; Developmental psychology; Special education; Pedagogy; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329828,0.0001923303,0.0002058402,0.0001670919,0.0006711293,0.0001995929,0.0001621701,0.0001579436,0.00004480108],"category_scores_gemma":[0.000349309,0.0001845487,0.00004547028,0.0001470728,0.00009212848,0.0004530007,0.00003643169,0.0005423239,0.000009350453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399019,"about_ca_system_score_gemma":0.000601957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02821875,"about_ca_topic_score_gemma":0.0003603222,"domain_scores_codex":[0.9981494,0.0005483189,0.0003163714,0.0004063764,0.0002804521,0.0002990815],"domain_scores_gemma":[0.9990727,0.0001286331,0.0002680054,0.0002011553,0.0001000343,0.0002294478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001048455,0.002995997,0.4279378,0.00001374798,0.00005033368,3.714194e-9,0.3208095,0.000001923609,0.00009840378,0.001039205,0.001142628,0.2458999],"study_design_scores_gemma":[0.000391556,0.0002426233,0.954225,0.00006941982,0.00006593596,0.000001272561,0.04354383,0.000002898114,0.00004461745,0.000327246,0.0008569873,0.0002286026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937119,0.0002441133,0.0001275066,0.001711295,0.0002560534,0.001997585,0.000003850844,0.0001152253,0.001832456],"genre_scores_gemma":[0.9894219,0.00002215928,0.006780976,0.0002144101,0.002014069,0.0002604739,0.0001677382,0.00002745016,0.001090794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5262872,"threshold_uncertainty_score":0.9782524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829594280468109,"score_gpt":0.3380874436932285,"score_spread":0.3197915008885474,"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."}}