{"id":"W3161435978","doi":"10.51582/interconf.21-22.04.2021.047","title":"THE ASSESSMENT OF TECK'S CASTLE PROJECT BASED ON FIVE VALUED ECOSYSTEM COMPONENTS","year":2021,"lang":"en","type":"article","venue":"InterConf","topic":"Environmental Quality and Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ecosystem; Water quality; Environmental science; Vegetation (pathology); Coal; Environmental resource management; Coal mining; Pollution; Environmental planning; Environmental protection; Water resource management; Geography; Ecology","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":[0.001214147,0.0004591568,0.000210908,0.002061637,0.0008023492,0.002054003,0.0004577832,0.0003464098,0.0007969327],"category_scores_gemma":[0.001594765,0.0001672442,0.0003624969,0.001457167,0.0006777375,0.0006669746,0.001993602,0.0003865707,0.00006539108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003945549,"about_ca_system_score_gemma":0.002855448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1036136,"about_ca_topic_score_gemma":0.3214251,"domain_scores_codex":[0.9986519,0.0002983679,0.00003689163,0.00005685806,0.0007879973,0.0001680137],"domain_scores_gemma":[0.9988155,0.0001439307,0.000132788,0.00003296487,0.0006546135,0.0002202485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003782991,0.0002596305,0.7986654,0.0002348001,0.0001760887,0.0009374107,0.0008808469,0.1014846,0.005808585,0.008774086,0.001178373,0.08122186],"study_design_scores_gemma":[0.00002345269,0.0007221489,0.8036453,0.0001368186,0.0001048403,0.0003189026,0.006998259,0.1734537,0.005931282,0.003623448,0.004959072,0.00008286053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800065,0.00009124424,0.004051998,0.0001215639,0.000003402579,0.0001140144,0.000374726,0.00001777302,0.01521863],"genre_scores_gemma":[0.9957362,0.00008464792,0.002897696,0.000009454337,7.572133e-7,0.00002139176,0.0001969026,0.000003801204,0.001049033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036136,"threshold_uncertainty_score":0.206021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035151828444246,"score_gpt":0.3017751330023922,"score_spread":0.2714236147179497,"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."}}