{"id":"W4244110756","doi":"10.4095/327543","title":"Greenhouse gas and cost impacts of Canadian electric markets with regional hydrogen production","year":2004,"lang":"en","type":"report","venue":"","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Production (economics); Hydrogen production; Environmental science; Hydrogen; Natural resource economics; Economics; Chemistry; Geology; Microeconomics","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":[0.001360733,0.0008799714,0.0004902871,0.0009320968,0.00145027,0.001934628,0.001259835,0.0007447284,0.004410507],"category_scores_gemma":[0.002934546,0.0003663808,0.0009568093,0.002211177,0.0006423315,0.001368671,0.0005011996,0.00098127,0.0001822583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03725901,"about_ca_system_score_gemma":0.03155581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834509,"about_ca_topic_score_gemma":0.9935532,"domain_scores_codex":[0.9989756,0.0001142152,0.00001438184,0.00006290457,0.000493879,0.0003389537],"domain_scores_gemma":[0.9984776,0.0002746849,0.00008494034,0.0000306733,0.00103828,0.00009379219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003672223,0.0006106219,0.09450781,0.0004804439,0.0006288107,0.001653464,0.0003427344,0.7069684,0.00598532,0.04999838,0.08785482,0.04729705],"study_design_scores_gemma":[0.0006887313,0.0007333409,0.4186259,0.0001563404,0.00175167,0.000345991,0.007051391,0.416924,0.03500909,0.01549864,0.1027857,0.0004292009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8698486,0.002807795,0.002138897,0.004779982,0.0001934309,0.0001798599,0.02168464,0.0001111423,0.09825575],"genre_scores_gemma":[0.9759999,0.001594939,0.0009818397,0.0001681509,0.0000281545,0.00002775907,0.004199324,0.00003032602,0.01696946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03725901,"threshold_uncertainty_score":0.2703343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125127376747094,"score_gpt":0.1938635006390098,"score_spread":0.1826122268715389,"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."}}