{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003225063,0.00009067583,0.0001098182,0.0000126607,0.0001103223,0.00002054653,0.0001641211,0.00004002672,0.0007585073],"category_scores_gemma":[0.00002623262,0.0000662839,0.00007325348,0.00007913951,0.0001011536,0.00005209334,0.0001070816,0.0001052719,0.0001985837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231835,"about_ca_system_score_gemma":0.00001692142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003259297,"about_ca_topic_score_gemma":0.0004283633,"domain_scores_codex":[0.9988973,0.0002533766,0.0002144434,0.0001915204,0.0002976798,0.0001456913],"domain_scores_gemma":[0.9994369,0.0001539426,0.00008335678,0.0002898467,0.000004107275,0.00003180614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005505779,0.004819161,0.2494171,0.0003472748,0.0003302045,0.0002595853,0.00625998,0.02257171,0.5786842,0.01156283,0.06399471,0.0612027],"study_design_scores_gemma":[0.002275411,0.0008900406,0.4425392,0.0004253104,0.00006482806,0.00003803515,0.003032685,0.1495989,0.1452183,0.0003554692,0.254922,0.000639768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553076,0.000021818,0.001016238,0.000820252,0.0003353071,0.0003254726,0.00009535107,0.00001998052,0.04205796],"genre_scores_gemma":[0.998107,0.000006125561,0.0004274257,0.000328979,0.00001391253,0.00001758334,0.000016942,0.000006903413,0.00107518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4334658,"threshold_uncertainty_score":0.8305123,"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."}}