{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001062592,0.0001483457,0.0002495745,0.004630397,0.0005933498,0.0008390344,0.0003300501,0.0002398661,0.002089829],"category_scores_gemma":[0.003504066,0.0001420597,0.0006185424,0.008062968,0.0001779972,0.000635197,0.0005369997,0.0003377541,0.0003295382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006198653,"about_ca_system_score_gemma":0.001738952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02141882,"about_ca_topic_score_gemma":0.0363855,"domain_scores_codex":[0.9988607,0.0001925427,0.00026325,0.0002678553,0.0002118724,0.0002037372],"domain_scores_gemma":[0.9937023,0.001514346,0.001850243,0.0002453151,0.002000538,0.0006873842],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004758392,0.00001702856,0.9942134,0.00006223046,0.00005913827,0.00004348647,0.0002984824,0.00002803091,0.0003637595,0.00009957998,0.0002193223,0.004547935],"study_design_scores_gemma":[6.288158e-7,0.0000262793,0.997907,0.00001864011,0.00003139787,0.00008897525,0.0009233699,0.00006822393,0.0001217048,0.00001410283,0.0007970991,0.000002517694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904696,0.001931947,0.0002986621,0.0002320908,0.00001562032,0.00001929811,0.004742326,0.00001575464,0.002274732],"genre_scores_gemma":[0.9947017,0.001282626,0.0003474554,0.00004989334,0.00001463921,0.00002799964,0.002773539,0.000006982083,0.0007951884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9989374,"threshold_uncertainty_score":0.04258829,"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."}}