{"id":"W7062932084","doi":"","title":"What Happens After The Mine?: A critique of approaches to the design, remediation, and perpetual care of post-extraction landscapes in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perpetuity; Harm; Government (linguistics); Land reclamation; Natural resource; Contaminated land; Environmental remediation; Sustainability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01029028,0.001086537,0.001120527,0.003757448,0.05285316,0.02697101,0.01175934,0.01190273,0.003851353],"category_scores_gemma":[0.01415659,0.0008486078,0.001201334,0.006232567,0.1191659,0.01068555,0.008660993,0.02203222,0.0004952066],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.314264,"about_ca_system_score_gemma":0.4153129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898323,"about_ca_topic_score_gemma":0.9929011,"domain_scores_codex":[0.9854477,0.002925245,0.0005561747,0.00194224,0.006054411,0.003074251],"domain_scores_gemma":[0.98854,0.004364775,0.0005035952,0.0003883957,0.004748321,0.001454924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001362642,0.00001814511,0.000671837,0.0001421395,0.00001042218,0.000286385,0.06909551,0.0005583346,0.0000947029,0.8838302,0.03144125,0.01383751],"study_design_scores_gemma":[0.00002770482,0.00002256248,0.002434651,0.001407219,0.00004026402,0.0002615672,0.1093196,0.001359635,0.0003419915,0.1431046,0.7415215,0.0001586473],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02077129,0.03292744,0.0100263,0.6551336,0.001743596,0.0001514855,0.0001975555,0.0001208771,0.2789277],"genre_scores_gemma":[0.7602864,0.04093919,0.01213792,0.1140544,0.0009157942,0.0002549625,0.0001139492,0.0003629368,0.07093443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.314264,"threshold_uncertainty_score":0.7953566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137603647667114,"score_gpt":0.1930466380540803,"score_spread":0.1792862732873689,"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."}}