{"id":"W2491834329","doi":"10.1111/1471-3802.3_12347","title":"3. COACHING A SCHOOL BOARD'S TRANSITION INTO INCLUSION","year":2016,"lang":"en","type":"article","venue":"Journal of Research in Special Educational Needs","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Inclusion (mineral); Coaching; Pedagogy; Psychology; Transformative learning; Special education; Focus group; Transition (genetics); Mathematics education; Class (philosophy); Medical education; Sociology; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0102806,0.00007872489,0.0001659177,0.001415328,0.001600503,0.0001030759,0.0004339328,0.0001005686,0.001299043],"category_scores_gemma":[0.003253651,0.00005677472,0.00007794274,0.001672973,0.0003779192,0.0008674823,0.0001892509,0.0006193023,0.00005063337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551334,"about_ca_system_score_gemma":0.004149755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002898232,"about_ca_topic_score_gemma":0.002278075,"domain_scores_codex":[0.995593,0.00155097,0.0004286866,0.0001205077,0.00197675,0.0003300605],"domain_scores_gemma":[0.9968918,0.001317385,0.0001573338,0.00009977767,0.001221114,0.0003125716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001225823,0.0014082,0.02416307,0.00004741552,0.00004160564,0.00003732675,0.4214054,0.0000437078,0.02083723,0.234931,0.07466622,0.221193],"study_design_scores_gemma":[0.00156057,0.0004459145,0.02408144,0.001378904,0.000007527508,0.00001108926,0.05526027,0.00001165967,0.0002769347,0.2412338,0.675492,0.00023981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7787291,0.0002394736,0.0003178978,0.1671016,0.001357762,0.0001966439,0.000002300249,0.000008086276,0.05204716],"genre_scores_gemma":[0.9835724,0.0005731618,0.0007746941,0.0001227335,0.0137311,0.00000546347,9.868793e-7,0.00000858713,0.001210881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6008258,"threshold_uncertainty_score":0.9996993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0513366575732235,"score_gpt":0.4455355651812535,"score_spread":0.39419890760803,"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."}}