{"id":"W4391917590","doi":"10.5539/hes.v14n1p89","title":"Investigating Environmentally Responsible and Sustainable Development of Pre-service Teachers","year":2024,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Service (business); Environmental education; Higher education; Mathematics education; Psychology; Pedagogy; Process management; Medical education; Business; Political science; Medicine; Marketing; Economic growth; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001473678,0.0001631889,0.0002793843,0.0006602382,0.002322497,0.001974035,0.0003141192,0.000511637,0.002798897],"category_scores_gemma":[0.003473188,0.0002262063,0.0001807947,0.0005452847,0.00166318,0.0008285448,0.001076294,0.001033634,0.0003608709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897837,"about_ca_system_score_gemma":0.0035409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008958692,"about_ca_topic_score_gemma":0.01937236,"domain_scores_codex":[0.9987891,0.0004007305,0.00005883348,0.0001122296,0.0002886745,0.0003504259],"domain_scores_gemma":[0.997695,0.0008328476,0.0004334479,0.00008870356,0.0005158142,0.0004341858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009960853,0.000362547,0.1938501,0.0004298702,0.000008229192,0.001386615,0.7723446,0.0001168798,0.006028219,0.001529724,0.001050923,0.02279275],"study_design_scores_gemma":[0.000004525701,0.0001470034,0.06839098,0.0001137446,0.000007124811,0.0003798904,0.9103883,0.00005093463,0.001504515,0.0002243547,0.01877576,0.0000129709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966925,0.0001875336,0.0001487868,0.0003145573,0.000009212532,0.00001956741,0.00001607765,0.000001699092,0.002609847],"genre_scores_gemma":[0.9967515,0.0003492006,0.0001554216,0.00006707627,0.000002534227,0.00001989827,0.0000164721,0.000002349298,0.002635485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008958692,"threshold_uncertainty_score":0.01781309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310830242730593,"score_gpt":0.3136479452345307,"score_spread":0.2905396428072248,"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."}}