{"id":"W2052926512","doi":"10.1016/j.energy.2011.09.045","title":"Hydrogen production from wind energy in Western Canada for upgrading bitumen from oil sands","year":2011,"lang":"en","type":"article","venue":"Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hydrogen production; Environmental science; Waste management; Hydrogen; Natural gas; Greenhouse gas; Compressed hydrogen; Environmental engineering; Engineering; Hydrogen storage; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002006679,0.0002527314,0.0002814423,0.0007069939,0.00360144,0.001133425,0.0003737976,0.000352912,0.002092363],"category_scores_gemma":[0.0002282909,0.0001985852,0.0002848662,0.000958117,0.0004533912,0.0004043219,0.0003319432,0.0005176137,0.0001859045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01919436,"about_ca_system_score_gemma":0.01798083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857318,"about_ca_topic_score_gemma":0.9951114,"domain_scores_codex":[0.9997773,0.000008163939,0.000005388717,0.00002238922,0.00009884441,0.00008809096],"domain_scores_gemma":[0.9998299,0.00001117445,0.000007269175,0.000004254281,0.0001182837,0.00002909185],"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":[0.004844639,0.0009479585,0.4814678,0.000839707,0.0002721762,0.008936164,0.004630855,0.04971012,0.269198,0.007568347,0.01145279,0.1601316],"study_design_scores_gemma":[0.0002110052,0.0006780008,0.7288592,0.0001341095,0.000189118,0.0004714706,0.02215319,0.02575544,0.1784955,0.0008176484,0.04209414,0.0001412154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902845,0.0001359685,0.0001760128,0.0001317195,0.000009559901,0.00002739581,0.000518404,0.00001838931,0.008698109],"genre_scores_gemma":[0.9930171,0.0002042001,0.0003402892,0.00001967562,9.778573e-7,0.000005951474,0.0002312116,0.000008003017,0.006172684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01919436,"threshold_uncertainty_score":0.1392655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768592110301692,"score_gpt":0.1942097467891052,"score_spread":0.1765238256860883,"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."}}