{"id":"W2371332865","doi":"","title":"On Management Benefit of the Kindergarten","year":2006,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Psychology; Political science; Business; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.001036156,0.0002194406,0.0001868009,0.0008648476,0.00142062,0.001570183,0.0003970895,0.0007986203,0.004705788],"category_scores_gemma":[0.002809788,0.00009963107,0.0001820197,0.0005395393,0.002016259,0.001273458,0.00184026,0.001142998,0.0001444579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004392175,"about_ca_system_score_gemma":0.008565511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03806322,"about_ca_topic_score_gemma":0.06378741,"domain_scores_codex":[0.9986773,0.000336283,0.00003991786,0.0001216995,0.0002855178,0.0005392962],"domain_scores_gemma":[0.9989874,0.0002153885,0.0002473814,0.0000411097,0.0002321353,0.0002766263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000155154,0.0001259753,0.1005719,0.0002753479,0.00004187771,0.00100441,0.004479263,0.002328824,0.001608589,0.7570321,0.01144102,0.1209355],"study_design_scores_gemma":[0.00009311462,0.0004359483,0.5962361,0.001182629,0.0001208207,0.0005586355,0.01320674,0.005431706,0.002152929,0.156921,0.2235712,0.00008925399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6673203,0.009487218,0.005045974,0.099313,0.000349487,0.0001210328,0.0003196137,0.00005579519,0.2179876],"genre_scores_gemma":[0.9894188,0.00138972,0.0004869123,0.00223219,0.0001153938,0.00001948805,0.0000328866,0.000003006627,0.006301711],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03806322,"threshold_uncertainty_score":0.07568336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812335480498807,"score_gpt":0.2704703238761706,"score_spread":0.2623469690711825,"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."}}