{"id":"W7065092898","doi":"","title":"A Defense Perspective on A Reliable and Sustainable Supply of Critical Minerals","year":2023,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Sustainability; Supply chain; Sustainable development; Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.0003017112,0.0001348215,0.0002306021,0.00009960617,0.0001881468,0.00007046091,0.0001309689,0.00004546007,0.0005090177],"category_scores_gemma":[0.0001275624,0.0001168554,0.00007544611,0.0005682197,0.0001623154,0.0001101152,0.00009395424,0.000297978,0.0001769682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004617542,"about_ca_system_score_gemma":0.00009395834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005198316,"about_ca_topic_score_gemma":0.00001076605,"domain_scores_codex":[0.9984419,0.00005937148,0.0001761408,0.0003163096,0.0002656235,0.0007406831],"domain_scores_gemma":[0.9990237,0.0002779017,0.00002525881,0.0002181263,0.0002350398,0.0002199197],"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":[0.00007464186,0.0001564426,0.002672679,0.00004182392,0.00002485116,0.00002290995,0.0001095458,0.00001045808,0.003604429,0.9702333,0.02282389,0.0002250662],"study_design_scores_gemma":[0.002184396,0.003482088,0.005639921,0.00009262322,0.00006369955,0.000006992292,0.004169828,0.0008718242,0.02763269,0.921721,0.03352948,0.0006054952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8207487,0.0003296083,0.00003024406,0.003607416,0.00002764738,0.0003023988,0.00001879142,0.00005780461,0.1748774],"genre_scores_gemma":[0.9595202,0.00001356012,0.0001359974,0.0001033343,0.0001380642,0.00005594986,0.000008843519,0.00001772536,0.04000637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1387715,"threshold_uncertainty_score":0.7858333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068628036290222,"score_gpt":0.2845909811455419,"score_spread":0.2739047007826397,"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."}}