{"id":"W2020022792","doi":"10.1134/s1070363211060405","title":"The current system of natural minerals and prospects for its expansion","year":2011,"lang":"en","type":"article","venue":"Russian Journal of General Chemistry","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"","keywords":"Chemistry; Scope (computer science); Mineral; Natural (archaeology); Multiplicity (mathematics); Natural mineral; Earth science; Mineralogy; Geochemistry; Geology; Paleontology; Computer science; Mathematics","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":[0.001591471,0.0002466269,0.0003352635,0.0007985553,0.001405918,0.002798577,0.0008771272,0.001455678,0.02022309],"category_scores_gemma":[0.001152181,0.0001333268,0.0002249107,0.0007795477,0.003151375,0.004529629,0.00147286,0.001574839,0.003483714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755836,"about_ca_system_score_gemma":0.003249491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599293,"about_ca_topic_score_gemma":0.001461053,"domain_scores_codex":[0.9994966,0.0001241544,0.00002268707,0.0001240689,0.0001411333,0.00009138411],"domain_scores_gemma":[0.9993804,0.0001181202,0.00005538125,0.00009823392,0.0001856306,0.0001623177],"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":[0.0000807971,0.0000568593,0.001290087,0.0003563358,0.000008298997,0.0001482118,0.0004250762,0.0005940225,0.002710671,0.8364301,0.0329146,0.1249851],"study_design_scores_gemma":[0.000008706962,0.00005683585,0.002185874,0.0001988478,0.00000453263,0.000314984,0.0005983785,0.0005377165,0.0003249532,0.2014464,0.7943057,0.00001715753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06669777,0.1685345,0.03093067,0.1689788,0.004395957,0.0001126071,0.001489655,0.0005729342,0.5582872],"genre_scores_gemma":[0.6930449,0.127481,0.04993506,0.01225208,0.003117063,0.0003017471,0.001446679,0.0001673608,0.1122542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02022309,"threshold_uncertainty_score":0.06765294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775876575776457,"score_gpt":0.223611750292526,"score_spread":0.2058529845347615,"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."}}