{"id":"W4293214619","doi":"10.1051/e3sconf/202235203045","title":"Global Dynamics and Reflections on Critical Minerals","year":2022,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Corporate governance; Context (archaeology); Resource (disambiguation); Business; Sustainable development; Position (finance); Economic system; Political science; Economics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002337069,0.0006343476,0.0003785527,0.002109913,0.004465988,0.006469979,0.0006867036,0.004379855,0.009148475],"category_scores_gemma":[0.003284199,0.0002212355,0.0003796043,0.003127743,0.02126515,0.01075638,0.006953798,0.005567261,0.000612235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007859227,"about_ca_system_score_gemma":0.004070132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007652679,"about_ca_topic_score_gemma":0.007624319,"domain_scores_codex":[0.9988392,0.00034216,0.0000403944,0.0002190672,0.0002310291,0.0003281927],"domain_scores_gemma":[0.9984148,0.0008845594,0.0001509574,0.0001114063,0.0002479612,0.0001904153],"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":[0.00002642911,0.00001139853,0.0005804228,0.000198608,0.000007108078,0.000385631,0.01380951,0.0002833121,0.0003801405,0.9314404,0.0368683,0.01600879],"study_design_scores_gemma":[0.000006532711,0.00001337061,0.001073387,0.0001775315,0.000003811086,0.0002107154,0.01061476,0.00009430139,0.0003051854,0.116432,0.8710533,0.00001513536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05907329,0.07550847,0.002972597,0.3877008,0.004347438,0.00003234375,0.0002317071,0.00008862124,0.4700449],"genre_scores_gemma":[0.8349875,0.042494,0.00134108,0.04523404,0.002952276,0.00003906191,0.0001155977,0.0001445362,0.07269188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009148475,"threshold_uncertainty_score":0.05702299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696599098943197,"score_gpt":0.3380164901907921,"score_spread":0.3010504992013601,"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."}}