{"id":"W3110852850","doi":"10.5539/eer.v10n2p25","title":"Hybrid Solar and Wind Power Generation in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Saud University","keywords":"Renewable energy; Photovoltaic system; Wind power; Environmental science; Hybrid system; Solar energy; Hybrid power; Energy storage; Electricity generation; Work (physics); Computer science; Automotive engineering; Solar power; Electric power system; Meteorology; Power (physics); Electrical engineering; Engineering; Mechanical engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001182754,0.0002335597,0.0001950025,0.0001552906,0.000252312,0.0007069066,0.0002587447,0.0003048983,0.001274151],"category_scores_gemma":[0.0001494965,0.0001188123,0.0002587869,0.0003188316,0.000136161,0.0003718169,0.0003162059,0.0001690865,0.0001492152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007536346,"about_ca_system_score_gemma":0.0004163897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03552074,"about_ca_topic_score_gemma":0.03150508,"domain_scores_codex":[0.9999408,0.00001852603,0.000003780144,0.000008655023,0.00001603575,0.0000121855],"domain_scores_gemma":[0.9999288,0.00001748143,0.000009243195,0.000004305365,0.00003198061,0.000008108252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004893437,0.000112327,0.02211478,0.0002718037,0.0001307706,0.001822321,0.0002778836,0.9338951,0.008570286,0.006702062,0.00171029,0.02390309],"study_design_scores_gemma":[0.0001225603,0.0002501014,0.02257507,0.00004243506,0.00007060802,0.0002761019,0.0007576196,0.9645103,0.004077609,0.001563228,0.005722427,0.00003208551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787988,0.0006788817,0.005611352,0.0001674403,0.00002629431,0.00003794424,0.000490571,0.00005435307,0.0141345],"genre_scores_gemma":[0.9980855,0.0001612925,0.0005313776,0.000007014298,0.000001708554,0.000004636358,0.0001146114,0.000002440525,0.001091542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03552074,"threshold_uncertainty_score":0.07062793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714182257738242,"score_gpt":0.2535733105233439,"score_spread":0.2164314879459615,"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."}}