{"id":"W3136480737","doi":"10.14430/arctic72045","title":"A Nexus Approach to Water, Energy, and Food Security in Northern Canada","year":2021,"lang":"en","type":"article","venue":"ARCTIC","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nexus (standard); Food security; Spillover effect; Per capita; Sustainability; Business; Water energy; Natural resource economics; Economic growth; Environmental protection; Geography; Economics; Agriculture; Ecology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000579886,0.0001196785,0.0001360523,0.00001612858,0.00008427897,0.00001580437,0.0001083652,0.00002671238,0.00004016057],"category_scores_gemma":[0.00001808664,0.00009667542,0.00001584233,0.0001598867,0.00004868445,0.00006534791,0.0004558503,0.00005415859,0.000008788792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693668,"about_ca_system_score_gemma":0.00002692662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7539166,"about_ca_topic_score_gemma":0.9955622,"domain_scores_codex":[0.9989432,0.00005035916,0.000122219,0.0003448162,0.0001997295,0.0003396484],"domain_scores_gemma":[0.9996472,0.00002075404,0.00001277573,0.0001971031,0.000007381997,0.0001147975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187127,0.001861861,0.8915323,0.0002675521,0.0003869389,0.0008017743,0.03259682,0.01360407,0.01338908,0.02683193,0.006503307,0.01210564],"study_design_scores_gemma":[0.003789524,0.000999436,0.4547803,0.0001346038,0.0001254104,0.0004919341,0.00825762,0.004577329,0.07224468,0.3445388,0.1069327,0.003127684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952484,0.0001562866,0.00002723032,0.001048753,0.00008435144,0.000054393,0.000009674897,0.00001386762,0.04612144],"genre_scores_gemma":[0.9986249,0.000003696797,0.0001186502,0.0007917202,0.00001877624,0.00002836753,0.000007642313,0.00001166498,0.0003946374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.436752,"threshold_uncertainty_score":0.3942309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007926017165629105,"score_gpt":0.1676865149966941,"score_spread":0.159760497831065,"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."}}