{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002210631,0.0002987327,0.0003397785,0.001368995,0.000039017,0.00001854701,0.00007483345,0.0003481552,0.00003311507],"category_scores_gemma":[0.00005330479,0.0002543097,0.0000358012,0.0008986907,0.00002482024,0.0001138309,0.000004396833,0.0002486023,0.000003170994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138981,"about_ca_system_score_gemma":0.001906643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3874733,"about_ca_topic_score_gemma":0.5715907,"domain_scores_codex":[0.9986745,0.00001819806,0.000332266,0.0002649818,0.000384521,0.000325548],"domain_scores_gemma":[0.9989483,0.000007694306,0.0001217201,0.0002654453,0.0004584651,0.0001984233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008802386,0.00005183319,0.001467498,0.002233135,0.001442851,0.0001609572,0.0002695032,0.8662655,0.002475794,0.000232294,0.1179685,0.007344114],"study_design_scores_gemma":[0.003636271,0.001247099,0.01109323,0.01117849,0.001592064,0.0233868,0.0002630097,0.0644011,0.1076156,0.0001404928,0.7682824,0.007163479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3114019,0.008948944,0.001364085,0.0003984818,0.002009207,0.003709247,0.0001212392,0.001406419,0.6706405],"genre_scores_gemma":[0.9823496,0.009947901,0.0008264856,0.00001213912,0.0003743655,0.0000679039,0.0004320398,0.0002396216,0.00574998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8018644,"threshold_uncertainty_score":0.9999909,"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."}}