{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003323919,0.0004865062,0.0006865491,0.0004234751,0.000272927,0.00002629624,0.0005535186,0.0001944904,0.0001672849],"category_scores_gemma":[0.00005533666,0.0004349149,0.0001450143,0.001893139,0.0001160414,0.0002421976,0.0001598557,0.00009972052,0.000009825506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543989,"about_ca_system_score_gemma":0.001466232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993145,"about_ca_topic_score_gemma":0.9806169,"domain_scores_codex":[0.995956,0.0002485581,0.0007319449,0.0008494348,0.001153593,0.001060475],"domain_scores_gemma":[0.9978716,0.00005634272,0.0003869513,0.001075807,0.0002794068,0.0003298626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008928678,0.00004498442,0.0001204576,0.00005449863,0.0002829026,0.0002096337,0.00003106348,0.9137008,0.06888402,0.001849464,0.01184858,0.002884332],"study_design_scores_gemma":[0.000633921,0.0001309529,0.0000830736,0.0001004574,0.00006974091,0.0001542963,0.0002017598,0.01908516,0.6272847,0.0008603219,0.3507783,0.0006172521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8208958,0.00242743,0.01005901,0.002130649,0.007171609,0.0004377288,0.0001394214,0.002551899,0.1541864],"genre_scores_gemma":[0.8679516,0.0001428492,0.00008420744,0.00009843773,0.0009599944,0.00009289382,0.0002342264,0.000155354,0.1302804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8946157,"threshold_uncertainty_score":0.9998103,"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."}}