{"id":"W6990377445","doi":"","title":"Development and validation of a short form of the Teacher Efficacy for Inclusive Practices Scale (TEIP-SF)","year":2023,"lang":"en","type":"article","venue":"ResearchOnline@ND (The University of Notre Dame)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Replicate; Subject (documents); Curse of dimensionality; Psychometrics; Reliability (semiconductor); Likert scale; Test validity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01040985,0.0003718299,0.0005178297,0.001613993,0.0007259035,0.0007299446,0.0004940644,0.0004393562,0.001984067],"category_scores_gemma":[0.02426561,0.000359773,0.0007008039,0.0009426636,0.0007316337,0.0007294592,0.001218509,0.001133313,0.0006597966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009722122,"about_ca_system_score_gemma":0.004466079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00884103,"about_ca_topic_score_gemma":0.02189492,"domain_scores_codex":[0.9957309,0.001337705,0.0008259623,0.0002668589,0.00163393,0.0002046627],"domain_scores_gemma":[0.9836028,0.004719839,0.001960805,0.001272893,0.00769697,0.0007467584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003166376,0.001382943,0.6800065,0.0003917707,0.000112449,0.0002625223,0.01265107,0.0009306475,0.005597156,0.001318479,0.005356138,0.2916736],"study_design_scores_gemma":[0.00008842628,0.0009821452,0.9815175,0.0002060709,0.00005986264,0.0003443937,0.003131121,0.001637079,0.001855268,0.0004450062,0.009694113,0.00003910907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712098,0.0002627808,0.01527547,0.0004087272,0.00009317594,0.005002983,0.001916681,0.0001106376,0.005719774],"genre_scores_gemma":[0.9106235,0.0005472222,0.06947772,0.000202889,0.00003917229,0.01063655,0.004429185,0.00005932454,0.003984406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040985,"threshold_uncertainty_score":0.05505317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06957227641523372,"score_gpt":0.3836409817951884,"score_spread":0.3140687053799546,"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."}}