{"id":"W4386754670","doi":"10.21203/rs.3.rs-3336102/v1","title":"Eco-anxiety: Ontario Teachers’ Perspectives into Effective Pedagogy in Environmental Education","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychology; Anger; Interview; Environmental education; Pedagogy; Medical education; Social psychology; Political science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004318879,0.0003604163,0.000330635,0.001054766,0.01568026,0.005940767,0.0009787611,0.001620678,0.002668289],"category_scores_gemma":[0.00663666,0.0003651997,0.0002669628,0.001291749,0.01340694,0.001742057,0.004070511,0.002899621,0.000136321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05093778,"about_ca_system_score_gemma":0.04565734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8219929,"about_ca_topic_score_gemma":0.9087326,"domain_scores_codex":[0.994709,0.002231028,0.0001178593,0.0002826297,0.0011985,0.001460961],"domain_scores_gemma":[0.9930273,0.003211052,0.0006757602,0.0001575887,0.00118828,0.001740074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001654001,0.00002490568,0.006789287,0.00006323813,0.000002885782,0.0004963829,0.9834492,0.00005028972,0.0008533494,0.003119118,0.001786705,0.003348076],"study_design_scores_gemma":[0.000003178193,0.00001989379,0.01058706,0.00008118219,0.000005009182,0.00008167016,0.947454,0.00004805072,0.0001527104,0.0002645765,0.04129023,0.00001247736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933244,0.001242352,0.0006643416,0.01773193,0.0001690862,0.00007150667,0.00007986447,0.00001896567,0.04677801],"genre_scores_gemma":[0.9915671,0.0005422124,0.0001463815,0.0006883735,0.00002254361,0.00002358113,0.00001105438,0.0000104315,0.006988371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780071,"threshold_uncertainty_score":0.3695812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338507365230192,"score_gpt":0.3985245033190409,"score_spread":0.375139429666739,"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."}}