{"id":"W4416144303","doi":"10.1007/978-3-032-00102-3_137","title":"Rethinking Copper Extraction","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Sudbury; Medicine Hat College; Hatch (Canada)","funders":"","keywords":"Prosperity; Sustainability; Ecological footprint; Sustainable development; Capital (architecture)","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":[0.001200505,0.0007917605,0.0004502286,0.001954685,0.002748963,0.005839114,0.001632075,0.001776123,0.03489361],"category_scores_gemma":[0.002705036,0.0005449745,0.0004693734,0.002656184,0.003567552,0.009737823,0.003777028,0.002806959,0.009236909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276665,"about_ca_system_score_gemma":0.002266016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008230188,"about_ca_topic_score_gemma":0.02461499,"domain_scores_codex":[0.9988839,0.0001956635,0.00003039876,0.0001660144,0.0005704208,0.0001537263],"domain_scores_gemma":[0.9991965,0.000248171,0.00002358995,0.0002635295,0.0002301572,0.00003814902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003255038,0.00003918119,0.0003344514,0.0001901605,0.00001469429,0.0002221741,0.002350969,0.001392866,0.001382065,0.5976596,0.1044462,0.2919351],"study_design_scores_gemma":[0.000002801908,0.000006083044,0.0001741348,0.0000987214,0.000006243349,0.0001256851,0.0005841452,0.0006945418,0.001353365,0.153138,0.8438045,0.00001182339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00630594,0.005797992,0.05690782,0.007851887,0.0015568,0.00004543478,0.0001318785,0.0007198396,0.9206825],"genre_scores_gemma":[0.07357442,0.005940854,0.02746522,0.002405556,0.0004838611,0.00004529552,0.0002466323,0.001304968,0.8885332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03489361,"threshold_uncertainty_score":0.1167307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167410560761257,"score_gpt":0.2146124946136493,"score_spread":0.1978714385375236,"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."}}