{"id":"W2944413154","doi":"","title":"An Analytical Study on Research Trends of Accreditation in Early Childhood Education","year":2007,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accreditation; Early childhood education; Political science; Psychology; Medical education; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003858744,0.0001505038,0.0002337586,0.009672143,0.001291073,0.002019941,0.0006596048,0.0004554995,0.003753799],"category_scores_gemma":[0.02479876,0.0002628606,0.0003817398,0.01923193,0.0006975041,0.001686855,0.001009959,0.0007419823,0.000488782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500331,"about_ca_system_score_gemma":0.006115001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04624192,"about_ca_topic_score_gemma":0.05305926,"domain_scores_codex":[0.9968465,0.001160447,0.0004829883,0.0003497296,0.0005437022,0.0006166814],"domain_scores_gemma":[0.9419427,0.03060691,0.01063169,0.001522297,0.01321193,0.002084434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001585292,0.0001022026,0.9600806,0.0002123642,0.0000360935,0.0001593275,0.01169714,0.000150143,0.0005386182,0.003988798,0.0009748383,0.02190119],"study_design_scores_gemma":[0.000002314216,0.00009074899,0.9767279,0.0001024835,0.00002913442,0.0001519022,0.01659486,0.0002106674,0.0005501104,0.0001569428,0.005376018,0.000006802398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869025,0.001782007,0.0005673346,0.0007824451,0.00001635421,0.00003829711,0.002336246,0.000019439,0.007555454],"genre_scores_gemma":[0.9949116,0.001193531,0.0007238918,0.0001121703,0.0000166241,0.00004482318,0.001180524,0.00001181896,0.001805009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9903278,"threshold_uncertainty_score":0.09194553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684484262377327,"score_gpt":0.3790898615710424,"score_spread":0.3422450189472691,"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."}}