{"id":"W4300841267","doi":"","title":"Mineral resources and geo-engineering","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Mineral resource classification; Geology; Mining engineering; Geochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005514094,0.00040859,0.000412155,0.001083638,0.001538393,0.004306406,0.000512915,0.001442316,0.02134744],"category_scores_gemma":[0.001181165,0.0001030877,0.0001377245,0.00176473,0.008337221,0.00313267,0.001922352,0.001557093,0.004304705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105503,"about_ca_system_score_gemma":0.001471401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003863066,"about_ca_topic_score_gemma":0.005544385,"domain_scores_codex":[0.999529,0.0001378725,0.00002771068,0.0000873055,0.0001589353,0.00005912723],"domain_scores_gemma":[0.999661,0.0001258093,0.00003626627,0.00004925834,0.00008151076,0.00004623687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006044546,0.00001163593,0.0002054415,0.00006876088,0.000003004242,0.00004242404,0.0002851546,0.0002303184,0.00008140101,0.9564731,0.01920701,0.02338586],"study_design_scores_gemma":[0.000002266735,0.00001138863,0.0004594599,0.0001505122,0.000001755183,0.0001181802,0.0005528614,0.0001094588,0.00008128543,0.4937241,0.5047841,0.000004587228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007509575,0.09123923,0.006082483,0.05108137,0.002227134,0.00002914802,0.000288223,0.00008253901,0.8414602],"genre_scores_gemma":[0.4632483,0.1408626,0.007904531,0.009074706,0.003343727,0.00008087241,0.0003531495,0.0001451099,0.374987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02134744,"threshold_uncertainty_score":0.07141429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2202858476786424,"score_gpt":0.4729939470600876,"score_spread":0.2527080993814451,"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."}}