{"id":"W6990145600","doi":"","title":"Critical minerals and countries' mining competitiveness:An estimate through economic complexity techniques","year":2023,"lang":"en","type":"report","venue":"Research Publications (Maastricht University)","topic":"Indigenous Studies in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criticality; Relevance (law); Set (abstract data type); Key (lock); Energy (signal processing); Production (economics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004864419,0.0003022176,0.0005909313,0.001804304,0.00618655,0.000634654,0.001340006,0.0004496032,0.0006501263],"category_scores_gemma":[0.003664049,0.0003748624,0.0001056185,0.002598025,0.007010385,0.001146706,0.001004771,0.0008806735,0.0001289352],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004012055,"about_ca_system_score_gemma":0.009545332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02860983,"about_ca_topic_score_gemma":0.01230738,"domain_scores_codex":[0.9942006,0.001450299,0.0004073845,0.000936935,0.001664208,0.001340608],"domain_scores_gemma":[0.9913436,0.003099785,0.0002532043,0.0007435022,0.004150848,0.0004090162],"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":[0.00002254108,0.0001696981,0.005343724,0.0001860706,0.0002021672,0.00007172207,0.007243877,0.000004778145,0.000002981696,0.8914018,0.09155256,0.003798108],"study_design_scores_gemma":[0.00009415117,0.0001055155,0.001493537,0.00009440882,0.00004889831,0.000007325754,0.0145019,0.00004164719,0.000003380337,0.00103571,0.9822294,0.0003441498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001152445,0.000291677,0.0007269221,0.009460525,0.0005042508,0.001213687,0.001016289,0.000958391,0.9846758],"genre_scores_gemma":[0.06549919,0.127485,0.1172251,0.0002239852,0.01254829,0.0004732173,0.003439795,0.0007104569,0.6723949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8906768,"threshold_uncertainty_score":0.9998704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3530830228587123,"score_gpt":0.5192309360774463,"score_spread":0.166147913218734,"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."}}