{"id":"W3118482185","doi":"","title":"A Study on the Propriety of Class Size at Kindergarten","year":2008,"lang":"en","type":"article","venue":"Early childhood education","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Class size; Class (philosophy); Psychology; Mathematics education; Computer science; Artificial intelligence","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":[0.001704182,0.0003070915,0.0004033479,0.001324717,0.001380372,0.001120406,0.0004886886,0.0004339816,0.002384075],"category_scores_gemma":[0.004899271,0.0002642608,0.0006626497,0.001575825,0.0009230284,0.0007278028,0.0008308506,0.0009579253,0.0003148069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173143,"about_ca_system_score_gemma":0.001728767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02831773,"about_ca_topic_score_gemma":0.05695411,"domain_scores_codex":[0.9990125,0.0003291819,0.00007436783,0.0001225958,0.0001670446,0.0002943398],"domain_scores_gemma":[0.9957088,0.00170425,0.001016429,0.0002543713,0.0004395012,0.000876586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005183193,0.0008024522,0.9886485,0.00002674134,0.00003202993,0.000216588,0.003808647,0.00003477469,0.0005697349,0.0001935984,0.0001144845,0.00503419],"study_design_scores_gemma":[0.00000695896,0.0006314365,0.9949091,0.000009494786,0.00001808727,0.00007182967,0.003840877,0.00002208554,0.0001631024,0.00002978116,0.0002930308,0.000004226929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990275,0.00007083603,0.00002775056,0.00002091022,0.000004464167,0.000009037238,0.00007413796,0.000001346153,0.0007639881],"genre_scores_gemma":[0.9990963,0.00005973886,0.00004129163,0.00001824876,0.000004082036,0.00001358166,0.00006463901,0.00000200188,0.0007001603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02831773,"threshold_uncertainty_score":0.05630577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372520437712509,"score_gpt":0.3103537331132909,"score_spread":0.27310168934204,"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."}}