{"id":"W4407226051","doi":"10.1177/1365480220030602043","title":"Leading Diverse Schools: Headteachers and Inclusion","year":2003,"lang":"en","type":"article","venue":"Improving Schools","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Inclusion (mineral); Pedagogy; Sociology; Psychology; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002623426,0.0001478246,0.0001745392,0.0001190372,0.006413098,0.0002410008,0.0002233952,0.0001334223,0.00008228822],"category_scores_gemma":[0.003493093,0.0001442338,0.00004336102,0.0003883959,0.0001130524,0.0006978919,0.0009363453,0.0005281806,0.00005806998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000500788,"about_ca_system_score_gemma":0.000377353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951763,"about_ca_topic_score_gemma":0.001059949,"domain_scores_codex":[0.9979723,0.0006262482,0.0001885005,0.0003436873,0.0004632601,0.000405975],"domain_scores_gemma":[0.9992317,0.0001047922,0.0001016565,0.0001906753,0.0001111291,0.0002600487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000780664,0.0002243118,0.1601409,0.00007418468,0.00005610884,0.00004047956,0.189735,0.00004026417,0.1089921,0.1221972,0.01334553,0.4050759],"study_design_scores_gemma":[0.004435312,0.0006225005,0.009336839,0.0006444809,0.0001465677,0.00001279741,0.2757862,0.0005637626,0.00676955,0.0501901,0.6490326,0.002459329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515844,0.0005942255,0.0010108,0.002106306,0.000435535,0.000336483,0.000003672997,0.0002299134,0.04369869],"genre_scores_gemma":[0.9940763,0.00006561018,0.002924145,0.0003057792,0.0001671233,0.000009155486,0.000001555802,0.00001577463,0.002434587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6356871,"threshold_uncertainty_score":0.9948804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579743275077246,"score_gpt":0.328083134449981,"score_spread":0.3022857016992085,"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."}}