{"id":"W3152648393","doi":"10.1080/14729679.2020.1819834","title":"Environmental and sustainability education in teacher education: Canadian perspectives","year":2020,"lang":"en","type":"article","venue":"Journal of Adventure Education & Outdoor Learning","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outdoor education; Environmental education; Sustainability; Pedagogy; Adventure education; Environmental adult education; Sociology; Teacher education; Psychology; Environmental resource management; Political science; Environmental science; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004749654,0.0001935179,0.0002142912,0.0001567949,0.0001816047,0.00005842367,0.000206404,0.0001069716,0.00358216],"category_scores_gemma":[0.0006397986,0.0001956386,0.00008564802,0.0002375678,0.0002018466,0.0005973355,0.00006210124,0.0007049273,0.00005001275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003256149,"about_ca_system_score_gemma":0.003605688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004298561,"about_ca_topic_score_gemma":0.0008322431,"domain_scores_codex":[0.998322,0.0002760843,0.0004777462,0.0003525864,0.0003036596,0.0002679202],"domain_scores_gemma":[0.9988084,0.00003767421,0.0003282704,0.0001575065,0.00004611844,0.0006220184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003167772,0.001105036,0.8270364,0.00003424225,0.000006802534,0.000001260876,0.02547746,0.000536354,0.0001998919,0.0001161661,0.00330828,0.1421465],"study_design_scores_gemma":[0.000159767,0.00009511416,0.670097,0.00001552771,0.00001585636,0.00002846458,0.201728,0.00003551333,0.00001517204,0.0004265584,0.1272314,0.0001516978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719633,0.001648199,0.00003200905,0.02181217,0.0003894941,0.0003675839,9.307827e-7,0.000008938657,0.003777335],"genre_scores_gemma":[0.9945183,0.0001299322,0.0006423093,0.001336331,0.000368588,0.00001935715,0.0000102159,0.00002017448,0.002954772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1762505,"threshold_uncertainty_score":0.9973287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00328302907793616,"score_gpt":0.2419704870489234,"score_spread":0.2386874579709873,"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."}}