{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003042489,0.00008186336,0.0001496428,0.0002587657,0.0008908333,0.00003928084,0.0001511007,0.0001445361,0.0001183443],"category_scores_gemma":[0.0005710793,0.00008677746,0.00007895954,0.000214498,0.0001809322,0.0002867875,0.00004015778,0.000207749,0.000003526012],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003421061,"about_ca_system_score_gemma":0.006787947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505344,"about_ca_topic_score_gemma":0.0009773386,"domain_scores_codex":[0.9987214,0.0003741496,0.0002888846,0.000148007,0.0001993683,0.0002682459],"domain_scores_gemma":[0.9991963,0.0001302296,0.0002603992,0.000077103,0.0002333926,0.0001025874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006080226,0.001332612,0.8080925,0.00004491667,0.000007532539,2.632481e-7,0.1396634,0.000004637148,0.000008283468,0.003129321,0.008349042,0.0393067],"study_design_scores_gemma":[0.0002053708,0.0000620994,0.6611295,0.000003871047,0.00002296707,0.000001466902,0.2504189,0.000006516499,0.000004466555,0.04136489,0.04669407,0.0000859058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859575,0.00009492962,0.0000101059,0.01140133,0.0007463721,0.0005077302,0.000002969216,0.00001209176,0.001266962],"genre_scores_gemma":[0.9928262,0.00003259633,0.00006933577,0.0000867303,0.0007192775,0.0000281524,0.00002267288,0.000006961822,0.006208077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.146963,"threshold_uncertainty_score":0.9988427,"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."}}