{"id":"W2941170862","doi":"","title":"An Analysis of the Status of the Invention Education Studies in Domestic Primary Schools to Explore Direction of Early Childhood Education","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Primary education; Mathematics education; Psychology; Early childhood education; Primary (astronomy); Pedagogy; Developmental psychology; Sociology; Political science; Physics","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":[0.004349849,0.0001211715,0.0003010506,0.006430841,0.0031307,0.00381991,0.0006783443,0.0004967426,0.006786113],"category_scores_gemma":[0.0120034,0.0001688404,0.0001749794,0.009288926,0.002384214,0.002281457,0.002406633,0.0009848394,0.0003300715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003492892,"about_ca_system_score_gemma":0.009932362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01761216,"about_ca_topic_score_gemma":0.03247837,"domain_scores_codex":[0.9974294,0.0009478031,0.0001719676,0.00026273,0.0004625655,0.0007255317],"domain_scores_gemma":[0.9785448,0.01098412,0.002603726,0.001018545,0.00394498,0.002903759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003016476,0.0003423877,0.6712273,0.0005043449,0.00002773421,0.0008153354,0.1033523,0.00009195504,0.001937834,0.1071809,0.002163837,0.1120544],"study_design_scores_gemma":[0.000007978987,0.00009630965,0.8901744,0.0003291687,0.00003379326,0.0002296914,0.07236497,0.0000917892,0.0007913807,0.001696962,0.03417284,0.00001067133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574974,0.004071517,0.0003927817,0.001843785,0.00003817424,0.0000324077,0.0002619803,0.00001004884,0.03585196],"genre_scores_gemma":[0.9972927,0.0007357618,0.00008644084,0.00006764119,0.00000864883,0.00001238786,0.00005857884,0.000003149388,0.001734704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01761216,"threshold_uncertainty_score":0.03501928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086172326443592,"score_gpt":0.364093897138005,"score_spread":0.3232321738735691,"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."}}