{"id":"W4401982876","doi":"10.1016/j.ecolecon.2024.108361","title":"Energy constraints on macroeconomic paradigms","year":2024,"lang":"en","type":"article","venue":"Ecological Economics","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Economics; Energy (signal processing); Natural resource economics; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002015893,0.0004046996,0.0003222242,0.001589801,0.00225177,0.008006694,0.0005234894,0.001484254,0.006120556],"category_scores_gemma":[0.004513463,0.0001905243,0.0003475384,0.002031913,0.007066872,0.005516382,0.003961422,0.002646427,0.0005807633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006097331,"about_ca_system_score_gemma":0.002429953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004485385,"about_ca_topic_score_gemma":0.003512179,"domain_scores_codex":[0.998912,0.0003126666,0.00006523641,0.0001835611,0.0002059079,0.0003206269],"domain_scores_gemma":[0.998382,0.0004949907,0.0003495799,0.0001781299,0.0003286292,0.0002667226],"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":[0.00001570213,0.000008936743,0.0006387905,0.00001217171,0.000002850047,0.00003153953,0.0004054302,0.0003512167,0.00006346508,0.9931687,0.001173445,0.004127767],"study_design_scores_gemma":[0.00001834595,0.00001840845,0.003644259,0.0001256996,0.000005589118,0.00004477062,0.001581452,0.0005755831,0.0001509859,0.8906862,0.1031275,0.00002112625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1526332,0.01126728,0.008668999,0.05426653,0.000825486,0.00004968918,0.0005899798,0.0000609278,0.7716379],"genre_scores_gemma":[0.9788342,0.005739361,0.001358406,0.003699669,0.0005875721,0.00009276893,0.0001644387,0.00004622098,0.009477401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008006694,"threshold_uncertainty_score":0.04423946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742951079152867,"score_gpt":0.2594300123014051,"score_spread":0.2420005015098765,"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."}}