{"id":"W92792538","doi":"10.5206/eei.v22i2.7698","title":"Accommodations in Teacher Education: Perspectives of Teacher Candidates with Learning Disabilities and their Faculty Advisors","year":2012,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Teacher education; Psychology; Teacher preparation; Learning disability; Pedagogy; Special education; Mathematics education; Reading (process); Medical education; Medicine; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000811731,0.0001121505,0.0001190443,0.0001683364,0.0003527774,0.00005846707,0.0001493754,0.0000592171,0.001714171],"category_scores_gemma":[0.0007613237,0.00009603837,0.00003200925,0.0002543267,0.0003805306,0.0008054125,0.00004842835,0.0002070789,0.000009542181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005962778,"about_ca_system_score_gemma":0.0009109564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394287,"about_ca_topic_score_gemma":0.002126935,"domain_scores_codex":[0.9987491,0.0003832277,0.000226751,0.0001868151,0.000301237,0.0001528527],"domain_scores_gemma":[0.9990969,0.0001738314,0.0001475933,0.0000951222,0.000401096,0.00008544308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001864701,0.0009841587,0.7696197,0.000004552063,0.00001372364,3.303736e-9,0.1533645,0.00001489361,0.00003610575,0.06782677,0.0009755681,0.007141392],"study_design_scores_gemma":[0.0001031713,0.00001280505,0.5773477,0.00003734642,0.000003922087,8.748794e-7,0.3676231,0.00002395631,0.00001066579,0.001383254,0.0533579,0.00009532109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513695,0.0003284673,0.0001415164,0.006226507,0.0003275253,0.0002333467,0.00002294317,0.00003100974,0.04131922],"genre_scores_gemma":[0.9845406,0.00004840879,0.0004666308,0.00004220501,0.000999859,0.0001363061,0.0002291711,0.000008242027,0.01352857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2142586,"threshold_uncertainty_score":0.9991984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472435972760135,"score_gpt":0.3703928430181772,"score_spread":0.3456684832905758,"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."}}