{"id":"W4405369925","doi":"10.58830/ozgur.pub534.c2208","title":"Bibliometric Analysis of Studies on Environmental Education in Early Childhood Education","year":2024,"lang":"en","type":"book-chapter","venue":"Özgür Yayınları eBooks","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Stewardship (theology); Sustainability; Environmental education; Early childhood education; Web of science; Field (mathematics); Library science; Geography; Political science; Social science; Sociology; Pedagogy; Computer science; Ecology; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01301605,0.0007631806,0.002377365,0.1959549,0.001519408,0.00608859,0.0009656869,0.0007188538,0.005356656],"category_scores_gemma":[0.06873886,0.0002884092,0.002176849,0.2379049,0.0009663675,0.003306833,0.002628137,0.0005025795,0.0007119936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003102565,"about_ca_system_score_gemma":0.005539902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532323,"about_ca_topic_score_gemma":0.00650004,"domain_scores_codex":[0.9743196,0.005595495,0.005891039,0.001386975,0.01202712,0.0007798194],"domain_scores_gemma":[0.9262359,0.04599617,0.01087569,0.002821658,0.01312992,0.0009408155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005454738,0.0002997947,0.3894068,0.06907734,0.005026828,0.001364409,0.01010012,0.002490921,0.003350289,0.01392634,0.02286962,0.4815421],"study_design_scores_gemma":[0.00009280446,0.0003237746,0.7910306,0.01080005,0.004960764,0.001844549,0.02148324,0.002896169,0.003367665,0.008190294,0.1548374,0.000172685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6601026,0.1705538,0.0113454,0.003967204,0.0008094682,0.002950323,0.0594641,0.0005257188,0.09028131],"genre_scores_gemma":[0.884977,0.06695599,0.01374832,0.0002523094,0.000703219,0.002858423,0.02636607,0.00009586281,0.004042821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8040451,"threshold_uncertainty_score":0.06883627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130205954083526,"score_gpt":0.2724573216873891,"score_spread":0.2611552621465539,"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."}}