{"id":"W3112576054","doi":"10.1007/s11367-020-01844-3","title":"Teaching life cycle assessment in higher education","year":2020,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychology; Life-cycle assessment; Mathematics education; Medical education; Medicine; Economics","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":[0.01296021,0.0004522104,0.0005016216,0.002982323,0.00119753,0.003687261,0.001211846,0.0009199809,0.005312228],"category_scores_gemma":[0.02371557,0.000230996,0.000495896,0.003214724,0.001521214,0.002767523,0.00436126,0.00156049,0.001480171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004467027,"about_ca_system_score_gemma":0.01257972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077429,"about_ca_topic_score_gemma":0.002158863,"domain_scores_codex":[0.9914474,0.004584583,0.0006478948,0.0005035679,0.002278392,0.0005381768],"domain_scores_gemma":[0.964716,0.0218541,0.003450394,0.001687063,0.005645451,0.002646904],"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":[0.00007131707,0.0006009043,0.02345478,0.002528677,0.00002491387,0.0001704421,0.00895276,0.00279287,0.00202349,0.01180632,0.00726119,0.9403124],"study_design_scores_gemma":[0.00008955509,0.001778416,0.1521753,0.01807526,0.00009503588,0.001667082,0.04943255,0.01110498,0.02349995,0.1819415,0.5599028,0.0002375719],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3986338,0.05413832,0.3026522,0.03686839,0.001605955,0.002376785,0.0006754784,0.001918389,0.2011308],"genre_scores_gemma":[0.8674766,0.01186259,0.1071297,0.002127739,0.0003229915,0.0006610061,0.0003221867,0.0001019566,0.009995268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01296021,"threshold_uncertainty_score":0.06854099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531051260396772,"score_gpt":0.4231434945387905,"score_spread":0.3778329819348227,"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."}}