{"id":"W6920891416","doi":"10.6084/m9.figshare.22644138","title":"Regional variability and its impact on the decarbonization of emissions-intensive, trade-exposed industries in Canada","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global warming; Commercialization; Climate change; Carbon capture and storage (timeline); Fossil fuel; Competition (biology); Resource (disambiguation); Greenhouse gas; Hydroelectricity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005434829,0.0002264711,0.0002661922,0.0006120542,0.001274406,0.001842482,0.0006918638,0.0003249163,0.001644348],"category_scores_gemma":[0.002207484,0.0001176755,0.0005663448,0.001953683,0.0007788994,0.0004415942,0.001024556,0.0005690983,0.00009650132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02241459,"about_ca_system_score_gemma":0.01770787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742255,"about_ca_topic_score_gemma":0.9758566,"domain_scores_codex":[0.9992082,0.00009352084,0.00002156303,0.00009950514,0.0002540107,0.0003233836],"domain_scores_gemma":[0.9986793,0.0002828699,0.0001785865,0.00004816042,0.0006508726,0.0001601376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004631044,0.0001073518,0.6703031,0.0001589347,0.0003714788,0.001351832,0.0009734893,0.2730869,0.004025922,0.01651838,0.006754133,0.02588533],"study_design_scores_gemma":[0.00003523933,0.000090043,0.8700037,0.00008613269,0.0002351724,0.0001871574,0.007326489,0.09717979,0.003869493,0.002962594,0.01790076,0.0001234091],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812184,0.0003857363,0.0006875024,0.0008672936,0.00001029797,0.00001452783,0.001863499,0.00003969035,0.014913],"genre_scores_gemma":[0.9984112,0.0001831836,0.0002089258,0.00005206714,0.000001865887,0.000002829674,0.0003919503,0.000008616445,0.0007392918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02577448,"threshold_uncertainty_score":0.16263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319989405307945,"score_gpt":0.222492414266582,"score_spread":0.1904934737357875,"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."}}