{"id":"W2887566231","doi":"10.36487/acg_rep/1008_16_esford","title":"Case study — tailings dam construction in an arctic climate","year":2010,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agnico Eagle (Canada); Golder Associates (Canada)","funders":"","keywords":"Tailings; Arctic; Tailings dam; The arctic; Geology; Mining engineering; Environmental science; Oceanography","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":[0.0008125412,0.0004085147,0.0001540681,0.0005761818,0.005784128,0.0009940336,0.0009665259,0.00148406,0.002846292],"category_scores_gemma":[0.001056207,0.0002933412,0.0003515487,0.0008906543,0.0008733427,0.0004470586,0.001057722,0.0006510157,0.000289277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830004,"about_ca_system_score_gemma":0.004303201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1274504,"about_ca_topic_score_gemma":0.4629938,"domain_scores_codex":[0.9991693,0.0002434145,0.00002957118,0.00008183526,0.0002055215,0.0002704255],"domain_scores_gemma":[0.9993069,0.000159528,0.0001042471,0.00004496966,0.0001283045,0.0002560309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0007431991,0.001677278,0.5075523,0.0005618051,0.0001369429,0.2632332,0.04844725,0.0431985,0.01599162,0.01851675,0.01272229,0.08721878],"study_design_scores_gemma":[0.000105812,0.002578942,0.3940922,0.0005575919,0.0001659334,0.07028741,0.2666635,0.038217,0.01755234,0.003459284,0.2060997,0.000220205],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818365,0.00009552054,0.002319461,0.0002721625,0.00002808194,0.00008740756,0.0001501902,0.00002661962,0.015184],"genre_scores_gemma":[0.9897378,0.0002057019,0.003753949,0.00006717406,0.00001534605,0.00003274761,0.0001101564,0.00001172378,0.006065252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274504,"threshold_uncertainty_score":0.2534171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194547913198349,"score_gpt":0.2746837189184555,"score_spread":0.232738239786472,"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."}}