{"id":"W2993961200","doi":"","title":"An Analysis of Research Trends in Physical Environment of Early Childhood Education Institutions","year":2015,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education, Safety, and Science Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Early childhood education; Psychology; Political science; Sociology; Developmental psychology; Pedagogy","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":[0.002097639,0.0001294208,0.0003017558,0.001776335,0.0004252195,0.00005925284,0.0004616746,0.00008727999,0.00006164144],"category_scores_gemma":[0.0003875648,0.0001318155,0.0001203552,0.00483703,0.0008196328,0.0007702326,0.00003781473,0.0002116594,0.00001712328],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004014326,"about_ca_system_score_gemma":0.005928035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02346229,"about_ca_topic_score_gemma":0.00374624,"domain_scores_codex":[0.9972004,0.0005853012,0.0004224836,0.0004038547,0.001033538,0.0003544583],"domain_scores_gemma":[0.9985877,0.0001115595,0.0002100211,0.0004775706,0.0003489925,0.0002641027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003415339,0.00507223,0.2205552,0.000001737757,0.00006192379,3.110429e-8,0.72151,0.0002354875,0.0000506809,0.01416098,0.0002972895,0.038051],"study_design_scores_gemma":[0.0001142315,0.0001622031,0.8932855,0.00002300103,0.00009340391,1.073116e-7,0.1022417,0.000005116477,0.00005663662,0.003412723,0.0004923595,0.0001130624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811421,0.0002418662,0.00001874413,0.001901811,0.0005556972,0.0002766523,0.00001146589,0.00001933737,0.01583233],"genre_scores_gemma":[0.9982869,0.0001145282,0.0003655456,0.00002482088,0.0005818981,0.00008281234,0.00007747165,0.000008335752,0.0004577033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6727303,"threshold_uncertainty_score":0.9997075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06701604527689291,"score_gpt":0.4165942001993765,"score_spread":0.3495781549224836,"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."}}