{"id":"W4317513593","doi":"10.26522/brocked.v32i1.963","title":"Ontario Special Education Funding: How Is It Determined?","year":2023,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Christian ministry; Special education; Equity (law); Inclusion (mineral); Higher education; Political science; Sociology; Pedagogy; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004544804,0.0001541997,0.0001458979,0.0004382098,0.001350627,0.0009063538,0.000468587,0.0001413753,0.006541895],"category_scores_gemma":[0.0009318247,0.0001689739,0.000113892,0.0008381038,0.00009371962,0.001101519,0.00003622783,0.0004071375,0.001469757],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819411,"about_ca_system_score_gemma":0.01710109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00536456,"about_ca_topic_score_gemma":0.02435916,"domain_scores_codex":[0.9980761,0.0001882676,0.0003151908,0.0002636185,0.0006801367,0.0004767047],"domain_scores_gemma":[0.998217,0.00009309925,0.000317083,0.0002326365,0.0006116867,0.0005284491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005387036,0.00016952,0.0109588,0.000005532494,0.0000100847,5.424669e-7,0.1354241,0.000001211797,0.00006108862,0.001408697,0.8105144,0.04144067],"study_design_scores_gemma":[0.00008715354,0.00002484043,0.01691847,0.00005084054,0.00002175182,0.00003046768,0.08823944,0.000001651738,0.00006529583,0.004932735,0.8894475,0.0001798494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6139495,0.0001915841,0.00007046211,0.08636551,0.04805642,0.000461715,0.000002545005,0.000115885,0.2507864],"genre_scores_gemma":[0.4512343,0.000138027,0.0007548102,0.001726207,0.02642311,0.0000391031,0.00002247052,0.0000207745,0.5196412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2688548,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05586149335023479,"score_gpt":0.3777128650366215,"score_spread":0.3218513716863867,"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."}}