{"id":"W2073630787","doi":"10.3390/su5010372","title":"Engineering and Sustainability: Attitudes and Actions","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Renewable energy; Sustainable design; Environmental economics; Renewable resource; Engineering; Natural resource; Sustainable development; Engineering economics; Business; Environmental resource management; Civil engineering; Construction engineering; Environmental science; Economics; Political science","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":[0.005458617,0.0002407034,0.0002442664,0.001626325,0.002320021,0.005114969,0.0004475954,0.002290767,0.004514464],"category_scores_gemma":[0.008592826,0.0001989675,0.0002849863,0.000932282,0.004955307,0.003110074,0.003276148,0.002699475,0.00058583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239828,"about_ca_system_score_gemma":0.001272363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002138311,"about_ca_topic_score_gemma":0.002201367,"domain_scores_codex":[0.9951455,0.002514989,0.0001479382,0.0002304955,0.001361201,0.000599906],"domain_scores_gemma":[0.9906504,0.004060088,0.001467012,0.0002124917,0.001330799,0.002279258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008452497,0.001541918,0.405478,0.0004753639,0.00008472527,0.00138966,0.4051389,0.0007520965,0.002524864,0.0417506,0.008092542,0.1326869],"study_design_scores_gemma":[0.00001649245,0.0003067172,0.1567227,0.0006312189,0.00003328524,0.001033956,0.6928923,0.0007268255,0.0007496278,0.0192432,0.1275403,0.0001034947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059412,0.002098004,0.0009216593,0.01389782,0.000160651,0.00003150947,0.00002921546,0.00001893037,0.07690089],"genre_scores_gemma":[0.9932134,0.0008180896,0.0001810437,0.001873565,0.00003473318,0.00000992212,0.00001143461,0.000004181986,0.003853589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005458617,"threshold_uncertainty_score":0.02886832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239108430288902,"score_gpt":0.3317862601331648,"score_spread":0.3193951758302757,"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."}}