{"id":"W7024397210","doi":"","title":"Running on Empty: Exploring Parent Perceptions of Special Education Processes","year":2021,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Philosophy and Social Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Special education; Perception; Negotiation; Autism; Qualitative research; Legislation; Immigration; Mainstreaming; Dynamics (music)","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":[0.004588666,0.0002122825,0.0002435652,0.0006561027,0.005085141,0.002342008,0.0007893833,0.0006727288,0.002953013],"category_scores_gemma":[0.009209544,0.0003385999,0.0002237033,0.0005311293,0.003851225,0.002516264,0.002501913,0.001105664,0.0001567867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003365319,"about_ca_system_score_gemma":0.004312794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04765899,"about_ca_topic_score_gemma":0.06510959,"domain_scores_codex":[0.9978359,0.001428304,0.00008414334,0.0001393985,0.0002151187,0.0002972738],"domain_scores_gemma":[0.9923793,0.005213551,0.0008484412,0.0002105998,0.00054405,0.0008040736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001472244,0.0000182841,0.01626491,0.00003207109,0.000002166669,0.0003841035,0.9791284,0.00001214538,0.000205567,0.0003612254,0.0002243098,0.003352152],"study_design_scores_gemma":[0.000001611891,0.00003598217,0.00778757,0.00004234451,0.000003895644,0.0001095061,0.9890246,0.00003032373,0.0001003127,0.00008401782,0.002774961,0.00000489593],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966099,0.0001287099,0.0003410582,0.0006206708,0.00001069391,0.00001765908,0.00002878459,0.00000484422,0.002237693],"genre_scores_gemma":[0.9986801,0.0001752151,0.0002232688,0.000107429,0.000003532597,0.00002118572,0.00001789193,0.000003445233,0.0007678665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04765899,"threshold_uncertainty_score":0.09476316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0718142286544683,"score_gpt":0.3125429383502799,"score_spread":0.2407287096958116,"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."}}