{"id":"W2358098130","doi":"","title":"Some Characteristics of Western Contemporary Research on Early Childhood Education","year":2006,"lang":"en","type":"article","venue":"Early childhood education","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research development; Early childhood education; Educational research; Early childhood; Psychology; Pedagogy; Sociology; Mathematics education; Developmental psychology; Ecology","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":[0.0004360782,0.0002066863,0.0002370712,0.0001720409,0.0004246803,0.0001463719,0.0003620926,0.0001207045,0.0000943011],"category_scores_gemma":[0.0001469121,0.0001158512,0.00008146438,0.00100314,0.0001439085,0.0005013918,0.0000722722,0.0002991353,0.0003070506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141583,"about_ca_system_score_gemma":0.0008234127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002499828,"about_ca_topic_score_gemma":0.00004096996,"domain_scores_codex":[0.997977,0.000153878,0.0005218291,0.000431277,0.000601613,0.0003144366],"domain_scores_gemma":[0.9983535,0.0002545042,0.0003126052,0.0001823467,0.0008139518,0.00008308562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003658692,0.01652697,0.6426998,0.00002431925,0.0001029087,6.641524e-7,0.01222062,0.000002287012,0.009458094,0.08463135,0.07482212,0.1594743],"study_design_scores_gemma":[0.00009894766,0.0002974608,0.9849678,0.0001142444,0.000008984693,0.000001724229,0.001726083,5.693271e-8,0.0006619183,0.006221071,0.005706782,0.00019497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859092,0.0004206326,2.826417e-7,0.003806127,0.001248623,0.0005907149,0.00008952191,0.00005953728,0.007875392],"genre_scores_gemma":[0.9926445,0.00002847705,0.00007249304,0.0003631333,0.003431127,0.0001376675,0.0007432019,0.000004932371,0.002574444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.342268,"threshold_uncertainty_score":0.4724275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753430832177651,"score_gpt":0.2936822667644957,"score_spread":0.2461479584427192,"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."}}