{"id":"W7026598446","doi":"","title":"Assessing Inclusion Quality: The SpeciaLink Early Childhood Inclusion Quality Scale","year":2019,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Council on Learning","keywords":"Inclusion (mineral); Early childhood; Scale (ratio); Early childhood education; Quality (philosophy); Reliability (semiconductor); Exploratory factor analysis; Child care; Consistency (knowledge bases)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.004871024,0.0002631941,0.0006423695,0.002917429,0.0008700731,0.001055809,0.001038921,0.000337964,0.002649004],"category_scores_gemma":[0.01434674,0.0002852918,0.0009376474,0.002664761,0.0006856534,0.0009957355,0.003338585,0.0008951302,0.0003062302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004458316,"about_ca_system_score_gemma":0.006678667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1063293,"about_ca_topic_score_gemma":0.228219,"domain_scores_codex":[0.9953943,0.0007026872,0.0007373895,0.0001669125,0.002628702,0.0003700098],"domain_scores_gemma":[0.9874032,0.001522989,0.003701503,0.0005211922,0.005276196,0.001574867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001535464,0.0002480284,0.9323287,0.0003138318,0.0001809796,0.00007793009,0.002682389,0.0004306129,0.000311038,0.0006070305,0.005967893,0.05669802],"study_design_scores_gemma":[0.00001810834,0.0001019321,0.9932746,0.0001206899,0.00003101858,0.0000602433,0.001279003,0.0005131278,0.0002140719,0.0002091647,0.004160387,0.00001762501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710214,0.0006486684,0.002477732,0.0005260637,0.0000382228,0.001378846,0.007747989,0.00009295986,0.01606816],"genre_scores_gemma":[0.9660556,0.0008018044,0.01782323,0.0001486166,0.00001464337,0.002276237,0.0091903,0.00002706156,0.003662509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063293,"threshold_uncertainty_score":0.2114208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909984318912818,"score_gpt":0.3048636200046564,"score_spread":0.2757637768155283,"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."}}