{"id":"W2615587736","doi":"","title":"Section 1. Metals and Minerals, Now and in The Future","year":2017,"lang":"en","type":"article","venue":"Geochemical Perspectives","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Section (typography); Engineering; Train; Mineral; Architectural engineering; Business; Commerce; Waste management; Forensic engineering; Metallurgy; Advertising; Materials science; Archaeology; History","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":[0.001164047,0.001074536,0.0004966735,0.00246964,0.001546554,0.00338305,0.001216909,0.002999973,0.1556524],"category_scores_gemma":[0.001618737,0.0004135851,0.0004277128,0.001901955,0.0009247102,0.003823336,0.002249022,0.002204219,0.1171105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761157,"about_ca_system_score_gemma":0.002513719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003756729,"about_ca_topic_score_gemma":0.005450143,"domain_scores_codex":[0.9989579,0.0000926076,0.00006457806,0.0001606481,0.0006142497,0.0001100912],"domain_scores_gemma":[0.9990921,0.0001241177,0.0001251054,0.00006831784,0.0004590741,0.0001314318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004898094,0.0001031433,0.0007414097,0.001327984,0.000006105897,0.0001874204,0.0002339711,0.0002304101,0.003694674,0.06110474,0.697381,0.2349402],"study_design_scores_gemma":[9.307658e-7,0.00001685286,0.0004086669,0.0002036602,0.000001442637,0.0001080949,0.00004501722,0.00001335975,0.0002853398,0.003174269,0.995739,0.000003408745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00175833,0.07948031,0.003515646,0.01832186,0.03043357,0.0002606803,0.002491346,0.0004028311,0.8633354],"genre_scores_gemma":[0.00654893,0.06649838,0.002970995,0.007853205,0.009829294,0.000195356,0.002733167,0.0001759423,0.9031946],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1556524,"threshold_uncertainty_score":0.520709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00975306114417149,"score_gpt":0.2576981507881433,"score_spread":0.2479450896439718,"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."}}