{"id":"W2381031674","doi":"","title":"The Dangers,Causes and Countermeasures of the Primary Tendency of Pre-school Education","year":2013,"lang":"en","type":"article","venue":"Journal of Guangzhou University","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Happiness; Psychology; Personality; Ideal (ethics); Government (linguistics); Primary education; Developmental psychology; Countermeasure; Social psychology; Political science; Pedagogy; Law; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000973113,0.0002742494,0.0001682618,0.001353913,0.001564877,0.001404176,0.0003889796,0.000854392,0.002516354],"category_scores_gemma":[0.002847325,0.0001584568,0.0003053437,0.0005014981,0.002641942,0.000933424,0.001733968,0.001026058,0.0002356341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309392,"about_ca_system_score_gemma":0.003251888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009976,"about_ca_topic_score_gemma":0.006201339,"domain_scores_codex":[0.9989581,0.0003523435,0.00008102108,0.0001205578,0.0002380327,0.0002498911],"domain_scores_gemma":[0.9983546,0.0003715206,0.0005654693,0.0001241494,0.0002194321,0.0003649057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003322268,0.0007587199,0.3925122,0.00186546,0.0001039717,0.008276548,0.03968501,0.0007033544,0.007624461,0.1154239,0.01354806,0.4191661],"study_design_scores_gemma":[0.0000578899,0.001064701,0.686013,0.00231854,0.000188593,0.01562621,0.0851334,0.001257581,0.007795325,0.05261723,0.147782,0.0001455158],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8411211,0.03166072,0.00709726,0.0268182,0.0007471206,0.0003504319,0.0001447422,0.0002832543,0.09177727],"genre_scores_gemma":[0.9892399,0.00384209,0.001426642,0.0006196478,0.0000680366,0.00003119866,0.00001841028,0.000008166896,0.004745895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003009976,"threshold_uncertainty_score":0.009500384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200403325591466,"score_gpt":0.3167800770033962,"score_spread":0.2967397444442496,"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."}}