{"id":"W3108966685","doi":"10.4095/327565","title":"Geoenvironmental characterization of ferroniobium slag, Saint Lawrence Columbium Mine, Oka, Québec","year":2020,"lang":"en","type":"report","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"SAINT; Slag (welding); Characterization (materials science); Geology; Mining engineering; Environmental science; Metallurgy; History; Materials science; Art history; Nanotechnology","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":[0.0002784652,0.0002330023,0.0002811937,0.001443366,0.00282301,0.0006439667,0.000494853,0.0003090099,0.001784403],"category_scores_gemma":[0.0003050335,0.000120533,0.0001388107,0.001212297,0.0003136218,0.0001981627,0.0003034767,0.0002157788,0.0003454364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006716357,"about_ca_system_score_gemma":0.007644796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.940658,"about_ca_topic_score_gemma":0.9858707,"domain_scores_codex":[0.9995677,0.00001658011,0.00001332572,0.0000660229,0.0002546569,0.00008169911],"domain_scores_gemma":[0.9994035,0.00001539305,0.00003121194,0.00001399795,0.000484551,0.00005138035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009919924,0.0004065132,0.6607875,0.0003587864,0.0001001615,0.00125473,0.002450181,0.008297977,0.2572917,0.0008293281,0.01250041,0.05473079],"study_design_scores_gemma":[0.00002663938,0.0001557338,0.9540213,0.00003085946,0.0000237337,0.00009702876,0.002426207,0.003089883,0.02475258,0.00005709093,0.01529929,0.00001972032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803551,0.0001474829,0.0006105363,0.0001117595,0.000007236005,0.00009211154,0.006535974,0.00004926075,0.01209039],"genre_scores_gemma":[0.982736,0.0001301501,0.0007725611,0.00004518638,0.000002512296,0.00003224937,0.003243805,0.00002327445,0.01301426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05934203,"threshold_uncertainty_score":0.119383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094286540743201,"score_gpt":0.1869160189638417,"score_spread":0.1759731535564097,"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."}}