{"id":"W2919005432","doi":"10.3390/en12183575","title":"Economic Impact of Energy Consumption Change Caused by Global Warming","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association of Professional Engineers and Geoscientists of Manitoba","funders":"University of Warwick","keywords":"Global warming; Energy consumption; Economics; Natural resource economics; Climate change; Economic impact analysis; Consumption (sociology); Greenhouse gas; Empirical research; Environmental science; Econometrics; Statistics; Mathematics; Engineering; Microeconomics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005088005,0.0001999633,0.0002646593,0.00006264506,0.00003995751,0.00001613809,0.0001380202,0.0001019319,0.001324821],"category_scores_gemma":[0.00000246427,0.0001883356,0.0001635524,0.00005765127,0.00008516018,0.0002436564,0.00001920833,0.000038613,0.0001196579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452953,"about_ca_system_score_gemma":0.00003283448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.023126,"about_ca_topic_score_gemma":0.002411586,"domain_scores_codex":[0.9990419,0.00003684439,0.0002862522,0.0002364699,0.0001283161,0.0002702817],"domain_scores_gemma":[0.9994332,0.0000395762,0.0001640988,0.0002811216,0.00001043846,0.00007162827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00008124046,0.0001009882,0.3209643,0.00006074592,0.0004281509,0.000004182145,0.0008073326,0.4331918,0.03132921,0.2058972,0.002033399,0.005101396],"study_design_scores_gemma":[0.002880715,0.0003818166,0.8189122,0.00007890687,0.0001295055,0.000006778045,0.0003130774,0.001949145,0.1047532,0.00190966,0.06764795,0.001037098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913194,0.0007560059,0.00002635506,0.00002968753,0.0002519064,0.00004459555,0.0001560649,0.00007487711,0.007341118],"genre_scores_gemma":[0.9973744,0.0009730955,0.00003641226,0.00009531639,0.00009391335,0.00002608697,0.0002347275,0.00002547452,0.001140646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4979479,"threshold_uncertainty_score":0.9995881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561818736866657,"score_gpt":0.2579892752853319,"score_spread":0.2423710879166654,"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."}}