{"id":"W4390892946","doi":"10.1108/ijshe-07-2023-0288","title":"Environmental and sustainability education in teacher education research: an international scoping review of the literature","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Timeline; Sustainability; Originality; Education for sustainable development; Higher education; Sustainable development; Thematic analysis; Political science; Value (mathematics); Environmental education; Service (business); Sociology; Public relations; Engineering ethics; Library science; Pedagogy; Social science; Qualitative research; Geography; Engineering; Computer science; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04224984,0.001351226,0.002935863,0.04287253,0.00290818,0.009382205,0.001805439,0.003625289,0.003364196],"category_scores_gemma":[0.09316459,0.001217958,0.002585643,0.0480699,0.003409926,0.00906237,0.004644986,0.002527596,0.0007890298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005823432,"about_ca_system_score_gemma":0.03339126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650768,"about_ca_topic_score_gemma":0.01735279,"domain_scores_codex":[0.9718249,0.01097006,0.009035345,0.001749529,0.0055794,0.0008408185],"domain_scores_gemma":[0.8627508,0.1020457,0.01254796,0.002737962,0.01881047,0.001107115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001156574,0.0001600414,0.004326098,0.4128301,0.0009340108,0.0008437835,0.01233158,0.0008467645,0.0009370908,0.01131823,0.02074546,0.5346112],"study_design_scores_gemma":[0.00001381159,0.00009450204,0.004961841,0.8564476,0.001560845,0.0005933429,0.009784254,0.0002139514,0.0003310578,0.002177116,0.1237785,0.00004320219],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001947291,0.9905595,0.0009801396,0.002938461,0.0005778921,0.000284717,0.0001761597,0.0000146362,0.002521198],"genre_scores_gemma":[0.01533947,0.9796489,0.002636055,0.0009389482,0.0002638031,0.0005779952,0.00023728,0.00001514059,0.0003424693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04287253,"threshold_uncertainty_score":0.2234412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863081874630305,"score_gpt":0.3934579893432195,"score_spread":0.3748271705969164,"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."}}