{"id":"W4281691130","doi":"10.1108/ijshe-09-2021-0392","title":"Teaching sustainability: does style matter?","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health","funders":"National Institute on Minority Health and Health Disparities","keywords":"Sustainability; Curriculum; Active learning (machine learning); Psychology; Process (computing); Sustainability science; Perception; Mathematics education; Pedagogy; Social sustainability; Engineering ethics; Engineering; Computer science; Ecology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008774127,0.0003218883,0.0006527154,0.0007634589,0.0007781246,0.00492898,0.0009306835,0.0007297338,0.008602337],"category_scores_gemma":[0.02995508,0.0001615717,0.0006596957,0.001355407,0.001718644,0.002131825,0.002365477,0.000990421,0.00168984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653272,"about_ca_system_score_gemma":0.002095221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007427839,"about_ca_topic_score_gemma":0.00186636,"domain_scores_codex":[0.9929985,0.002965385,0.0004252196,0.0007438696,0.002421469,0.0004455881],"domain_scores_gemma":[0.9789162,0.009633558,0.004194459,0.001207774,0.002379276,0.003668699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006108958,0.00138884,0.379016,0.001429308,0.0004882561,0.0002320111,0.015094,0.0004598199,0.003123923,0.004223408,0.006922914,0.5870106],"study_design_scores_gemma":[0.0003934473,0.003862498,0.8347964,0.00361253,0.0006985276,0.0007832936,0.03638536,0.001723542,0.005599717,0.03849245,0.07348955,0.0001626796],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163662,0.007400837,0.006909871,0.01229776,0.001527298,0.0002597855,0.0002892592,0.0001976934,0.05475142],"genre_scores_gemma":[0.9897618,0.001850124,0.001745484,0.001756643,0.0002526719,0.0001048008,0.0001082459,0.00008055795,0.004339729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008774127,"threshold_uncertainty_score":0.04640257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493793412113456,"score_gpt":0.3703926772502061,"score_spread":0.3554547431290715,"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."}}