{"id":"W4387682302","doi":"10.17705/1cais.05312","title":"Sustainability Teaching and Learning in Information Systems: Reflections on Over a Decade of Experience","year":2023,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Sustainability; Key (lock); Curriculum; Engineering ethics; Sustainable development; Knowledge management; Computer science; Engineering management; Engineering; Sociology; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02770175,0.000566435,0.0009208521,0.00133877,0.009526552,0.01446058,0.002587038,0.00525644,0.003215457],"category_scores_gemma":[0.03560255,0.0005808848,0.0005814568,0.002559912,0.0137307,0.01123222,0.01560593,0.008791039,0.0007123394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006313353,"about_ca_system_score_gemma":0.006839789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005579301,"about_ca_topic_score_gemma":0.008240754,"domain_scores_codex":[0.9729882,0.01670305,0.0006269855,0.001339171,0.004438035,0.003904594],"domain_scores_gemma":[0.9614762,0.0250284,0.001406318,0.001063478,0.003932388,0.007093196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004705839,0.0006616283,0.003174688,0.0002960364,0.00002283449,0.0008766166,0.8874497,0.0003677624,0.0009969628,0.01229755,0.0153489,0.07846026],"study_design_scores_gemma":[0.00002005272,0.0003250505,0.004247366,0.0006080051,0.0000137493,0.0007466201,0.6644043,0.0004231687,0.001009733,0.003946507,0.3241872,0.00006817785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7826115,0.0173408,0.01177476,0.108181,0.001731316,0.0001615644,0.00007815105,0.0001816446,0.07793932],"genre_scores_gemma":[0.9560421,0.009168865,0.002950041,0.01111734,0.0004700856,0.0000810077,0.00005221998,0.0001745946,0.01994368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02770175,"threshold_uncertainty_score":0.1465026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0461276743617648,"score_gpt":0.4039162956901494,"score_spread":0.3577886213283846,"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."}}