{"id":"W2981720173","doi":"10.4095/291923","title":"Environmental geochemistry of tailings, sediments and surface waters collected from 14 historical gold mining districts in Nova Scotia","year":2012,"lang":"en","type":"report","venue":"","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Nova scotia; Tailings; Geochemistry; Geology; Mining engineering; Archaeology; Geography; Oceanography; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003235862,0.0003089526,0.0004743673,0.00005679869,0.0000264528,0.00001194748,0.0002062981,0.0004333978,0.003412585],"category_scores_gemma":[0.0000712574,0.0002768348,0.00007098162,0.0001703815,0.000144636,0.0001116189,0.0003435179,0.000264176,0.00002812086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131895,"about_ca_system_score_gemma":0.00004731696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01801817,"about_ca_topic_score_gemma":0.0003757934,"domain_scores_codex":[0.9977245,0.0000375381,0.0006059887,0.0004989246,0.0008023931,0.0003307041],"domain_scores_gemma":[0.9991215,0.00007485697,0.0003679071,0.0002748105,0.000008085972,0.0001528526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002734701,0.0004253612,0.484383,0.0001173675,0.00005967214,0.00004027722,0.0007174542,0.00001067612,0.3492102,1.449103e-7,0.1628996,0.002108859],"study_design_scores_gemma":[0.002110441,0.0002293236,0.1740335,0.000458747,0.0003520264,0.00005554797,0.0005195729,0.0003955523,0.6968864,0.00004528181,0.1225073,0.002406315],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687663,0.0006435421,0.00003831847,0.00003192994,0.0002891057,0.0002783411,0.00009602689,0.00003854092,0.02981789],"genre_scores_gemma":[0.9794729,0.0004380498,0.002281694,0.00001922712,0.00007213134,0.000004653827,0.0004896313,0.00003011672,0.01719158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3476762,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723821486082686,"score_gpt":0.2243178326306477,"score_spread":0.2070796177698208,"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."}}