{"id":"W4389303341","doi":"10.1016/j.renene.2023.119766","title":"Green hydrogen production potential of Canada with solar energy","year":2023,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Hydrogen production; Renewable energy; Context (archaeology); Solar energy; Environmental science; Hydrogen; Geography; Chemistry; Engineering; Archaeology","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":[0.0002679055,0.0003040342,0.0002043309,0.0007510294,0.001999902,0.001719759,0.0004691088,0.0003898114,0.007012168],"category_scores_gemma":[0.0003768209,0.0001092239,0.0004141388,0.00128302,0.0004133977,0.0006692899,0.0004946091,0.000565598,0.000485852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02895879,"about_ca_system_score_gemma":0.02689763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9747778,"about_ca_topic_score_gemma":0.9912798,"domain_scores_codex":[0.9996717,0.00001270706,0.000003261566,0.00002914756,0.0001773968,0.0001058518],"domain_scores_gemma":[0.9996917,0.00001490456,0.000004971407,0.000006180399,0.0002367305,0.00004558747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006711895,0.0007056406,0.1168393,0.001831236,0.0004824167,0.002865661,0.001664939,0.07404927,0.09222306,0.1519234,0.1819468,0.3687563],"study_design_scores_gemma":[0.0004453462,0.0006090616,0.1767631,0.0004508963,0.0003917974,0.0003467791,0.008673339,0.04429454,0.1191424,0.01828823,0.6303055,0.0002890355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6157963,0.004820072,0.001979358,0.004761528,0.0002889584,0.00008755667,0.01025362,0.0002186287,0.361794],"genre_scores_gemma":[0.9654903,0.001763827,0.001071445,0.0001889127,0.00001183719,0.0000116781,0.001488671,0.00003295938,0.02994039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02895879,"threshold_uncertainty_score":0.2101117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006327624715526506,"score_gpt":0.1759445867186715,"score_spread":0.169616962003145,"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."}}