{"id":"W7133024037","doi":"","title":"Ontario&apos;s Grade 6 Learners&apos; Mathematics Achievement Profiles Underlying the EQAO Junior Division Assessment","year":2016,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Sample (material); Strengths and weaknesses; Exploratory factor analysis; Remedial education; Process (computing); Mathematical problem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009596038,0.0001435866,0.0002124736,0.001133343,0.001255768,0.001181231,0.0003606604,0.0001696617,0.00373789],"category_scores_gemma":[0.004430651,0.0001231825,0.0001372431,0.001290077,0.0005492452,0.0004067123,0.0008670961,0.0002781593,0.0006585832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00348976,"about_ca_system_score_gemma":0.005934982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.554643,"about_ca_topic_score_gemma":0.7761904,"domain_scores_codex":[0.9993326,0.00004458219,0.00004252411,0.00007020219,0.0004114762,0.00009854186],"domain_scores_gemma":[0.9978189,0.000171741,0.0004777464,0.00008124449,0.001107746,0.0003425692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006883843,0.00004944118,0.9511099,0.00003725836,0.000007230733,0.00009165698,0.008071171,0.0002166113,0.001766652,0.0006931396,0.001254392,0.03663376],"study_design_scores_gemma":[0.000001367346,0.0000264597,0.9948384,0.00001395537,0.000002596244,0.00002469857,0.002681216,0.0001824689,0.0003270543,0.00008356121,0.001812672,0.000005525753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850285,0.00002745567,0.0002935741,0.0001248313,0.000004153599,0.0000575806,0.0009322549,0.00001107541,0.01352056],"genre_scores_gemma":[0.9914542,0.00007466123,0.00073591,0.00002180566,0.000002054307,0.0000530684,0.0007656615,0.000007732663,0.006884819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.445357,"threshold_uncertainty_score":0.8959596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037719231944503,"score_gpt":0.4837308261046677,"score_spread":0.2799589029102173,"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."}}