{"id":"W2020147002","doi":"10.2495/eid120111","title":"Wa-Pa-Su project sustainability rating system: assessing sustainability in oil sands and heavy oil projects","year":2012,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Oil sands; Certification; Sustainable development; Government (linguistics); Work (physics); Environmental impact assessment; Petroleum industry; Petroleum; Business; Process (computing); Environmental economics; Environmental resource management; Environmental planning; Engineering; Environmental science; Asphalt; Economics; Environmental engineering; Computer science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00751754,0.0007538936,0.0006565293,0.007819055,0.0009713388,0.002121935,0.0009315206,0.00078848,0.002724505],"category_scores_gemma":[0.01501992,0.0003064472,0.0005542503,0.005597466,0.0005145616,0.002017608,0.002283873,0.0004641445,0.001497152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486574,"about_ca_system_score_gemma":0.002566903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433631,"about_ca_topic_score_gemma":0.01461832,"domain_scores_codex":[0.9928374,0.002832382,0.0008425541,0.0003187482,0.0028302,0.0003386569],"domain_scores_gemma":[0.9910507,0.001367512,0.001657188,0.0004762605,0.004868829,0.0005794924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001168493,0.0008078093,0.5074582,0.0008046603,0.0002595145,0.0004285274,0.001462858,0.03568765,0.004878483,0.006333561,0.02489163,0.4158186],"study_design_scores_gemma":[0.0002546808,0.001574311,0.7241528,0.000375774,0.0002034602,0.0006792046,0.004495256,0.1867161,0.0107143,0.007572792,0.06301555,0.0002457487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7798205,0.0006268289,0.09176403,0.0005318641,0.00009253577,0.004106904,0.0209817,0.003367918,0.09870771],"genre_scores_gemma":[0.8924767,0.0002982953,0.08390024,0.00005213843,0.00001790731,0.00254017,0.01266655,0.0001262912,0.007921743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9856637,"threshold_uncertainty_score":0.03975707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008635804650064912,"score_gpt":0.228877115039983,"score_spread":0.2202413103899181,"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."}}