{"id":"W2959495224","doi":"","title":"Analysis of Montessori Sensory Education and the math education content commonly included in the national curriculum","year":2010,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Mathematics education; Content (measure theory); Montessori method; Psychology; Pedagogy; Mathematics; Early childhood education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309229,0.0001391264,0.0001969741,0.0005595239,0.0002425198,0.0002478886,0.0006878978,0.00007167248,0.00002009952],"category_scores_gemma":[0.0005566635,0.00009500713,0.0001480675,0.001394866,0.0001327738,0.000453778,0.00005060967,0.0004306472,0.00001284122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005716008,"about_ca_system_score_gemma":0.001450822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171519,"about_ca_topic_score_gemma":0.0004807313,"domain_scores_codex":[0.9982904,0.0004008376,0.0004672778,0.0002956315,0.0004013969,0.0001444999],"domain_scores_gemma":[0.9981975,0.000282285,0.0003880857,0.0004974567,0.0005748137,0.00005988607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003799517,0.004282704,0.1198657,0.00001087341,0.0001411959,2.755525e-8,0.087272,0.00002928378,0.0001598501,0.756355,0.002449139,0.0294304],"study_design_scores_gemma":[0.0002402655,0.00002277821,0.9867262,0.00003440141,0.00009498907,0.00001142942,0.006424284,0.0009898955,0.00001547467,0.003739862,0.001595258,0.0001051962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978233,0.0003016244,0.0003713976,0.01536413,0.001465722,0.0004801884,0.000003659027,0.00002953962,0.00375075],"genre_scores_gemma":[0.9952695,0.00001388345,0.001790783,0.001807558,0.0002207778,0.0002263118,0.00007009485,0.000007102146,0.000593922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8668605,"threshold_uncertainty_score":0.3874278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648595594393434,"score_gpt":0.2880535324281945,"score_spread":0.2715675764842602,"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."}}