{"id":"W2377945711","doi":"","title":"Abnormal Role of Classing in Kindergartens and the Improving Measures","year":2006,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); China; Point (geometry); Class (philosophy); Psychology; Mathematics education; Pedagogy; Preschool education; Sociology; Political science; Epistemology; Social psychology; Philosophy; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001781113,0.00004993661,0.00008262059,0.00007138387,0.0002725552,0.0001134167,0.00008919246,0.0000471473,0.00002755701],"category_scores_gemma":[0.0004751315,0.00003973878,0.000022279,0.0002074222,0.0001700702,0.0003890709,0.00000973809,0.0001174793,0.000001939513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002710061,"about_ca_system_score_gemma":0.000729893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0355586,"about_ca_topic_score_gemma":0.003595603,"domain_scores_codex":[0.9989219,0.0004957368,0.0001752229,0.0001063169,0.000174937,0.0001258595],"domain_scores_gemma":[0.999281,0.0003552657,0.0001710612,0.00009168676,0.00007291858,0.00002810714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001354761,0.0002915474,0.17577,0.000005081761,0.000007997586,4.61608e-8,0.3261834,0.000008888419,0.0006170017,0.1734386,0.0001911161,0.3234727],"study_design_scores_gemma":[0.0001850322,0.000007229305,0.9318029,0.00001423799,0.00001125948,6.749339e-7,0.03043163,0.000003300772,0.0001515878,0.03334288,0.003996479,0.00005279543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496729,0.001598439,0.00005380336,0.005110136,0.0003135155,0.0001879435,4.295582e-7,0.00001122827,0.04305162],"genre_scores_gemma":[0.9968798,0.0000444475,0.002289684,0.00008664664,0.0004501481,0.00001380069,0.000001398813,0.000004660238,0.0002293984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7560329,"threshold_uncertainty_score":0.9708637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099710138074098,"score_gpt":0.2942354590387394,"score_spread":0.2832383576579984,"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."}}