{"id":"W4368374526","doi":"10.54026/jmms/1057","title":"Critical Materials - Global Outlook and Canadian Perspective","year":2023,"lang":"en","type":"article","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Division of Ocean Sciences","keywords":"Geopolitics; Economic shortage; Climate change; Business; Perspective (graphical); National security; Political science; Politics; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002382416,0.001728181,0.0006225954,0.005266912,0.004180886,0.005827256,0.001810488,0.004340327,0.03726265],"category_scores_gemma":[0.002819029,0.0003289441,0.0007372093,0.006718583,0.003162134,0.004526719,0.002371599,0.003083201,0.005194459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04904972,"about_ca_system_score_gemma":0.1043139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8024214,"about_ca_topic_score_gemma":0.7946457,"domain_scores_codex":[0.9984472,0.0001070953,0.00006790776,0.0001434549,0.0007535844,0.0004806831],"domain_scores_gemma":[0.9977768,0.0001124983,0.0001059865,0.00004584507,0.001597385,0.0003614996],"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":[0.0001447319,0.00006921754,0.0007977945,0.002198299,0.0000260069,0.0003331748,0.0003833683,0.00123402,0.001122129,0.3000948,0.5095038,0.1840926],"study_design_scores_gemma":[0.000004637408,0.000017265,0.0008603819,0.0005906153,0.00001123472,0.00008357623,0.0003973056,0.00008900801,0.0002361015,0.007427744,0.9902687,0.00001344122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003082512,0.3746471,0.001038393,0.1706634,0.008570915,0.00007972882,0.004931575,0.000240082,0.4367464],"genre_scores_gemma":[0.08648938,0.6768948,0.004953703,0.03347647,0.002457258,0.00009684479,0.003631041,0.0001693049,0.1918313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1975786,"threshold_uncertainty_score":0.3974844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398039803699251,"score_gpt":0.2757992352190237,"score_spread":0.2618188371820312,"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."}}