{"id":"W4251099644","doi":"10.1016/s1359-6128(15)70017-0","title":"BluMetric to provide water treatment plant for Ontario mine","year":2015,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Mining engineering; Water resource management; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001340081,0.0001384514,0.0001996023,0.000161583,0.0000265126,0.00003742232,0.000107915,0.0001818199,0.00009419622],"category_scores_gemma":[0.00001165713,0.0001068496,0.00005958204,0.0000963893,0.000005045575,0.00007981293,0.00002241375,0.000127671,0.00006370817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006361604,"about_ca_system_score_gemma":0.00003662852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003997857,"about_ca_topic_score_gemma":0.007023115,"domain_scores_codex":[0.9993283,0.000003959477,0.0001940667,0.0001560669,0.00004690277,0.0002707346],"domain_scores_gemma":[0.9995425,0.00001220716,0.00001493506,0.00020996,0.00001978351,0.0002006046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004244939,0.0006429791,0.1077834,0.0002160174,0.002319215,0.0001523153,0.0128095,0.4664822,0.00544075,0.0006975428,0.3628065,0.04022512],"study_design_scores_gemma":[0.0006721701,0.0004846,0.0002845046,0.00002222747,0.0001296342,0.00001951719,0.0001664252,0.02812199,0.06905335,0.0001658711,0.9004647,0.0004149998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995119,0.00001574587,0.001095648,0.0002697154,0.0001529245,0.0002881174,0.00004531785,0.0001746847,0.002838892],"genre_scores_gemma":[0.9903376,0.000003892593,0.003433379,0.00009072067,0.0002249635,0.0001920192,0.0001244366,0.00003004645,0.005562931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5376582,"threshold_uncertainty_score":0.604359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06800405162982293,"score_gpt":0.2446029518406524,"score_spread":0.1765989002108295,"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."}}