{"id":"W1995141650","doi":"10.1177/0907568202009004005","title":"Preschool and Playway in India","year":2002,"lang":"en","type":"article","venue":"Childhood","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Disadvantaged; Formal education; Context (archaeology); Government (linguistics); Formal learning; Economic growth; Child development; Early childhood education; Psychology; Sociology; Pedagogy; Political science; Public relations; Developmental psychology; Geography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001975406,0.00006183315,0.00007470471,0.00008703845,0.0001788482,0.00006528879,0.000100302,0.00005949725,0.001051703],"category_scores_gemma":[0.0001552764,0.00006243465,0.00001448326,0.0002141987,0.00005898297,0.0001470879,0.00002164267,0.0001184433,0.0002230375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003959705,"about_ca_system_score_gemma":0.00009105915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488148,"about_ca_topic_score_gemma":0.0001705572,"domain_scores_codex":[0.9993123,0.00005368532,0.0001167578,0.000153621,0.0001572451,0.0002063891],"domain_scores_gemma":[0.9997019,0.00004163761,0.00002643274,0.00008351839,0.0000136408,0.000132926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001427186,0.0003498266,0.4845583,0.000004931196,0.00001448071,0.000005657013,0.4179298,0.0000010714,0.000005366406,0.02081764,0.02237706,0.05393449],"study_design_scores_gemma":[0.0002440478,0.000007743743,0.9597411,0.00001389881,0.000001342458,9.727241e-7,0.002420805,0.000001259949,0.00001049312,0.0009485119,0.03651895,0.00009083723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7643979,0.0007381345,0.000001171036,0.002467862,0.0001724157,0.0002003421,0.000001124455,0.00005030526,0.2319707],"genre_scores_gemma":[0.9965332,0.0003924739,0.0002203879,0.0007237538,0.0001489198,0.00001023601,0.000001298363,0.000005636543,0.001964061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751829,"threshold_uncertainty_score":0.9998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209467595461565,"score_gpt":0.2489304906888258,"score_spread":0.2368358147342102,"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."}}