{"id":"W25876766","doi":"10.1007/s10597-015-9877-1","title":"Teacher's Perceptions of the Effects of Testing Accommodations.","year":2004,"lang":"en","type":"article","venue":"Exceptionality education Canada","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; Mathematics education; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002886574,0.00006602236,0.0000969457,0.00003683539,0.0003748241,0.00001020184,0.0002277821,0.00003798814,0.0002882841],"category_scores_gemma":[0.002316708,0.00005909786,0.00004821952,0.0004670694,0.0003075236,0.000091413,0.00001903206,0.0001106489,0.000002799878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023551,"about_ca_system_score_gemma":0.010474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8150139,"about_ca_topic_score_gemma":0.8055674,"domain_scores_codex":[0.9988968,0.0002212748,0.0002268798,0.0001120088,0.0004196118,0.0001233935],"domain_scores_gemma":[0.9988413,0.0003420997,0.0001848298,0.0001963297,0.0003722632,0.00006311145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002389399,0.0008533674,0.7665386,0.0001723376,0.00004932447,4.128899e-8,0.1272582,0.0001200074,0.0009985173,0.05308308,0.04136541,0.00955881],"study_design_scores_gemma":[0.00008702274,0.000005659356,0.892661,0.00005914892,0.00001632518,2.918129e-7,0.09730829,2.320393e-7,0.0001011086,0.002840631,0.006855085,0.00006516806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183469,0.0001321867,0.00006239634,0.07458866,0.001449362,0.0002833849,0.000009474732,0.00001521059,0.005112458],"genre_scores_gemma":[0.9972008,0.000006547841,0.0004514279,0.0005440394,0.0003706529,0.00004263161,0.000009100655,0.000004574802,0.001370186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261225,"threshold_uncertainty_score":0.9951357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05706606944899834,"score_gpt":0.3566149559726456,"score_spread":0.2995488865236473,"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."}}