{"id":"W3214829714","doi":"10.1016/j.ijhydene.2021.10.240","title":"Green hydrogen production potential for Turkey with solar energy","year":2021,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Renewable energy; Hydrogen production; Solar energy; Context (archaeology); Photovoltaic system; Hydrogen; Environmental science; Energy carrier; Hydrogen fuel; Power to gas; Hydrogen economy; Electricity; Chemistry; Engineering; Electrolysis; Electrical engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003629976,0.0003521822,0.0005187485,0.0004090994,0.0001245045,0.00009507809,0.0007712062,0.0001598737,0.0001741065],"category_scores_gemma":[0.0001267567,0.0003021112,0.0004626121,0.0002954143,0.0000823143,0.0005312076,0.0001146505,0.0001581094,0.000006923303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202436,"about_ca_system_score_gemma":0.0005566836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003776101,"about_ca_topic_score_gemma":0.002308521,"domain_scores_codex":[0.9966186,0.0002046923,0.0009987291,0.0004748596,0.001266882,0.0004362816],"domain_scores_gemma":[0.9963562,0.00006820879,0.0008439996,0.0003798257,0.002107229,0.0002444875],"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":[0.0008174962,0.0003910151,0.000118654,0.00001927974,0.003367871,0.002182256,0.0001150025,0.7688257,0.1743203,0.01775076,0.001922778,0.03016887],"study_design_scores_gemma":[0.001517356,0.0001975995,0.00000953685,0.0001088951,0.0001342281,0.007299235,0.00008801949,0.005739143,0.6162559,0.002970322,0.3653488,0.0003310284],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098653,0.004780818,0.06270866,0.005348959,0.009831231,0.0001452138,0.00008188956,0.0001729437,0.007064942],"genre_scores_gemma":[0.9817389,0.0002300682,0.00125294,0.0003949965,0.005689569,0.00003244606,0.0001529888,0.0001113146,0.01039683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7630866,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008616841755072562,"score_gpt":0.2233996827210847,"score_spread":0.2147828409660121,"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."}}