{"id":"W1916783380","doi":"","title":"Principals Facing Inclusive Schooling or Integration","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Inclusion (mineral); Pedagogy; Transactional leadership; Adaptability; Psychology; Leadership style; Process (computing); Style (visual arts); Mathematics education; Sociology; Social psychology; Management; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007365194,0.0003544228,0.0007053293,0.001465253,0.01465529,0.007421984,0.001205384,0.001794396,0.003961807],"category_scores_gemma":[0.01621511,0.0006722693,0.0004547306,0.001714063,0.007746006,0.002967973,0.009139302,0.004016192,0.0005830762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00511569,"about_ca_system_score_gemma":0.01301192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433428,"about_ca_topic_score_gemma":0.02629846,"domain_scores_codex":[0.9916294,0.003194058,0.0004155822,0.0007073688,0.001656621,0.002396856],"domain_scores_gemma":[0.9843115,0.003374222,0.004135738,0.0006610317,0.002471861,0.005045603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001467157,0.0004060879,0.1585186,0.0002686692,0.00002251907,0.004929048,0.7758244,0.0001660901,0.001350872,0.01117767,0.005446573,0.0417427],"study_design_scores_gemma":[0.0000195249,0.000171811,0.02600097,0.0001135766,0.00001794099,0.0009787895,0.9545986,0.0001015419,0.0003616841,0.001939523,0.01565833,0.000037653],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867653,0.0005243086,0.0009030879,0.005735809,0.0001186292,0.00007599445,0.00001844965,0.00002161867,0.00583693],"genre_scores_gemma":[0.9952931,0.0004371803,0.0004213769,0.0006179888,0.00004391247,0.00003755148,0.00001862102,0.000009695735,0.003120731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465529,"threshold_uncertainty_score":0.03895134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904764392360518,"score_gpt":0.3572916321558435,"score_spread":0.2982439882322383,"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."}}