{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008896531,0.0003432873,0.0006754456,0.001191028,0.0008565358,0.00008656963,0.0005052548,0.0002503827,0.00006263005],"category_scores_gemma":[0.00004540705,0.0004219727,0.00005235869,0.001029282,0.0001286165,0.001276853,0.0007675745,0.000415341,4.90423e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005219635,"about_ca_system_score_gemma":0.005388195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9630076,"about_ca_topic_score_gemma":0.9882514,"domain_scores_codex":[0.9966034,0.00106821,0.0007884311,0.0006034845,0.0006281292,0.0003083964],"domain_scores_gemma":[0.9982279,0.0001867994,0.0008249138,0.0002044897,0.000401259,0.0001546342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004268208,0.0004694756,0.1564393,0.000773231,0.0001461087,0.00002506463,0.6031951,0.000300823,0.002527948,0.01977252,0.0005089516,0.2154147],"study_design_scores_gemma":[0.001547054,0.0001051745,0.0710606,0.002272923,0.00009532352,0.000001330159,0.8969015,0.02405028,0.00009263626,0.00015219,0.003275724,0.0004452146],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934424,0.001957511,0.0001087936,0.0003036149,0.001805954,0.000882979,0.00008126323,0.00001635831,0.001401166],"genre_scores_gemma":[0.9976291,0.0006999958,0.0002215964,0.00007012307,0.00008569225,0.00000626599,0.001033281,0.00001473537,0.0002391801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937064,"threshold_uncertainty_score":0.9998232,"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."}}