{"id":"W4241567864","doi":"10.21225/d5r019","title":"Teaching Sustainability","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Sociology; Psychology; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256469,0.0000576047,0.00009427295,0.0003897807,0.0005001571,0.0001242278,0.0003114141,0.00007209882,0.0003217532],"category_scores_gemma":[0.003311929,0.00007134882,0.00006237708,0.0002430199,0.0002114458,0.0009345064,0.000006239023,0.0002201905,0.00001018028],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003479654,"about_ca_system_score_gemma":0.01395415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3803984,"about_ca_topic_score_gemma":0.07802034,"domain_scores_codex":[0.9988344,0.0005270568,0.0001524289,0.00009080972,0.0001378918,0.0002574215],"domain_scores_gemma":[0.9969277,0.0002305315,0.0001932201,0.0001292761,0.001974346,0.0005448709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009782958,0.0001116253,0.293063,0.00004828143,0.0000216552,0.000009773194,0.3249024,0.00002239548,0.00002635811,0.08171074,0.0334634,0.2666106],"study_design_scores_gemma":[0.00008432603,0.00001917548,0.09227671,0.00003802404,0.00001848022,0.00000362261,0.4866368,0.000001780199,0.000003276233,0.008750523,0.4120772,0.00009008903],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646907,0.00006709338,0.0001048313,0.02064019,0.001088162,0.0002264423,4.946092e-7,0.00001033116,0.01317171],"genre_scores_gemma":[0.9880017,0.000003657522,0.0004669079,0.00008644377,0.0003510447,4.244416e-7,0.000001044827,0.000004304343,0.01108448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3786138,"threshold_uncertainty_score":0.9916358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005800318379462771,"score_gpt":0.2570021303872013,"score_spread":0.2512018120077386,"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."}}