{"id":"W7111749361","doi":"","title":"Concepts and implementation of inclusion in compulsory education in Canada, Germany and Austria : an international system comparison using expert interviews","year":2025,"lang":"de","type":"dissertation","venue":"Unipub UB Graz (Universität Graz)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compulsory education; Inclusion (mineral); Educational science; Bildung; International school","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":[0.0191142,0.0003900959,0.0006642099,0.005995599,0.006109213,0.006429516,0.001147643,0.00115382,0.002212434],"category_scores_gemma":[0.02449254,0.0004523255,0.0003842782,0.005962476,0.005941911,0.002748102,0.005512659,0.001045192,0.0001766668],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06760991,"about_ca_system_score_gemma":0.07183126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6594025,"about_ca_topic_score_gemma":0.6849054,"domain_scores_codex":[0.9868346,0.006087693,0.0009296893,0.0009707672,0.001836904,0.003340257],"domain_scores_gemma":[0.979852,0.01159666,0.001323359,0.0005879509,0.005405111,0.001234888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00028282,0.0001889497,0.03484083,0.0003431876,0.00001767176,0.000238552,0.9197088,0.0003808667,0.0007431605,0.003460465,0.0005508645,0.03924384],"study_design_scores_gemma":[0.00002417646,0.0001432466,0.07190988,0.0004221687,0.00002785827,0.0000449528,0.9149443,0.0005397375,0.0009794433,0.0003915108,0.01052963,0.00004314411],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987846,0.0004096634,0.001400186,0.0003131936,0.00001375461,0.0008609967,0.0002246482,0.00001072447,0.008920809],"genre_scores_gemma":[0.9942961,0.0003425805,0.001951192,0.0001226186,0.000002553937,0.0005542842,0.0002043668,0.000009634845,0.002516671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9323901,"threshold_uncertainty_score":0.6852066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889785197619131,"score_gpt":0.3824941357221078,"score_spread":0.3535962837459165,"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."}}