{"id":"W3148880623","doi":"","title":"Early Childhood Development Programs in Global Contexts Improving Quality","year":2011,"lang":"en","type":"article","venue":"Mathematica Policy Research Reports","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Equity (law); Early childhood; Scale (ratio); Early childhood education; Work (physics); Quarter (Canadian coin); Psychology; Public relations; Political science; Economic growth; Business; Developmental psychology; Economics; Geography; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01185039,0.0001753073,0.000297962,0.0003172152,0.0006213672,0.0002412651,0.0003815535,0.0001460258,0.00026649],"category_scores_gemma":[0.005418852,0.0001626263,0.00006972427,0.001393546,0.0004022852,0.000271045,0.0002107659,0.0003338988,0.0002065493],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246736,"about_ca_system_score_gemma":0.00856674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03016569,"about_ca_topic_score_gemma":0.006280755,"domain_scores_codex":[0.9946631,0.0006066679,0.0009890292,0.0004896044,0.002076119,0.001175444],"domain_scores_gemma":[0.9980742,0.000137203,0.0002438783,0.0005002825,0.0005190118,0.0005254337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000104544,0.00135822,0.1274296,0.0000772312,0.00003757548,0.0001245616,0.5690085,3.135806e-8,0.00000839597,0.1233733,0.0004139151,0.1781582],"study_design_scores_gemma":[0.0001820759,0.00004023491,0.8990676,0.0001245344,0.000001839334,0.0000212608,0.009997083,1.975705e-7,0.00008980753,0.08519775,0.005036848,0.0002407126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7671667,0.00004540613,0.00004381669,0.0009217465,0.00009807479,0.001093155,6.876995e-7,0.0001190371,0.2305113],"genre_scores_gemma":[0.9897677,0.000009348077,0.007792974,0.00008774083,0.0001754604,0.0002410604,0.000003058607,0.00001728404,0.00190537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7716381,"threshold_uncertainty_score":0.9970537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2062513655009825,"score_gpt":0.4474074681360283,"score_spread":0.2411561026350457,"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."}}