{"id":"W4383094739","doi":"10.2478/jtes-2023-0011","title":"Social Ecology and Environmental Diversity in Teacher Education","year":2023,"lang":"en","type":"article","venue":"Journal of Teacher Education for Sustainability","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transformative learning; Sociology; Environmental education; Ecology; Diversity (politics); Sustainability; Conviction; Teacher education; Pedagogy; Political science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003209827,0.0001443925,0.0003213731,0.001187052,0.01335954,0.007855235,0.0006224634,0.0009296759,0.003472107],"category_scores_gemma":[0.003656454,0.0001509417,0.0001186706,0.0009961488,0.02666165,0.002134361,0.008207787,0.002047661,0.00009785331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01138862,"about_ca_system_score_gemma":0.011018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06765802,"about_ca_topic_score_gemma":0.1760588,"domain_scores_codex":[0.9964701,0.002398248,0.00004111505,0.0001550423,0.0003038953,0.0006316578],"domain_scores_gemma":[0.9962301,0.002278008,0.0003263958,0.000152739,0.0003193988,0.0006934225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002024557,0.0001401389,0.01931145,0.0001343191,0.000007724865,0.001067395,0.7878869,0.0004251633,0.0005954332,0.1579803,0.001642748,0.03078821],"study_design_scores_gemma":[0.00001090579,0.00005459769,0.01693413,0.0002257353,0.000006081859,0.0003607127,0.8349876,0.0002580256,0.0003404616,0.03198295,0.1148225,0.00001624199],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914811,0.001882799,0.002866869,0.02199452,0.0001289113,0.00005098638,0.000016267,0.00002219195,0.1815564],"genre_scores_gemma":[0.9970553,0.0002029067,0.0002105213,0.0001418699,0.000008737716,0.000005383715,0.000001841567,0.000002960742,0.0023704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06765802,"threshold_uncertainty_score":0.1345284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911455388497704,"score_gpt":0.3419881599354009,"score_spread":0.3228736060504238,"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."}}