{"id":"W4414984429","doi":"10.1177/215416472205700309","title":"Training Special Education Teachers in China to Deliver Bidirectional Naming Instruction in a Computer-Assisted Instructional System","year":2022,"lang":"en","type":"article","venue":"Education and training in autism and developmental disabilities","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Special education; Bin; Intervention (counseling); Training (meteorology); China; Inclusion (mineral); Computer-Assisted Instruction; Assistive technology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005831514,0.0001160744,0.000148691,0.0006724655,0.0005120857,0.00006662602,0.00007550463,0.00007524044,0.000174239],"category_scores_gemma":[0.000142937,0.000143663,0.00001694844,0.0006558427,0.0002083939,0.0002813481,0.00003789737,0.000254931,0.000002062891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415802,"about_ca_system_score_gemma":0.001567679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838795,"about_ca_topic_score_gemma":0.01048228,"domain_scores_codex":[0.9987246,0.0002071066,0.0003471804,0.0003119821,0.0002061557,0.000202939],"domain_scores_gemma":[0.9997094,0.000091084,0.00006100125,0.00004490414,0.0000188425,0.00007477688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001033275,0.0001260194,0.07463346,0.00001108366,0.000002866372,1.798025e-7,0.4055584,0.00001759414,0.000006100542,0.07358824,0.00005642969,0.4459893],"study_design_scores_gemma":[0.0001997928,0.00001520859,0.4625832,0.00006078903,0.000001164071,0.00003651469,0.5317929,0.00005299002,0.000001105616,0.001950126,0.00320677,0.00009951658],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854177,0.0000441441,0.00002457719,0.001703382,0.002535005,0.000308275,0.000006374644,0.00005375379,0.009906755],"genre_scores_gemma":[0.9937806,0.0000113968,0.005159962,0.0001246092,0.0002086398,0.0003387805,0.00006145511,0.000007630807,0.000306884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4458897,"threshold_uncertainty_score":0.5858408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599723537724789,"score_gpt":0.2879722473056076,"score_spread":0.2619750119283596,"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."}}