{"id":"W4411585414","doi":"10.18535/ijsrm/v13i06.ec09","title":"Hybrid Renewable Power Integration (Solar+Wind+Thermal+Microwave + Fuel Cell) in eVTOL and Satellites","year":2025,"lang":"en","type":"article","venue":"International Journal of Scientific Research and Management (IJSRM)","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Environmental science; Microwave; Wind power; Thermal; Meteorology; Electrical engineering; Physics; Engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002623056,0.0004216474,0.0004268185,0.0002269202,0.0002118593,0.0007416331,0.0004867669,0.0004071892,0.001408297],"category_scores_gemma":[0.0003870649,0.0001730196,0.0003956436,0.0004292893,0.0003231711,0.001055525,0.0005350612,0.0005216674,0.0002084011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003632431,"about_ca_system_score_gemma":0.0003799133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014238,"about_ca_topic_score_gemma":0.002338868,"domain_scores_codex":[0.9998909,0.0000257934,0.000005116777,0.00002913058,0.00003188524,0.00001707518],"domain_scores_gemma":[0.9999099,0.00004405172,0.00001282889,0.000009149711,0.00001556729,0.000008468906],"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":[0.0001123398,0.00006970106,0.001620356,0.0004068606,0.0001074434,0.0001819077,0.00007292205,0.8124205,0.006452119,0.04092452,0.001754131,0.1358771],"study_design_scores_gemma":[0.00001253773,0.0001759871,0.0006557346,0.00007479835,0.00004613363,0.0001007272,0.00009699928,0.9619398,0.003928362,0.02315405,0.009799431,0.0000155635],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1051038,0.01272229,0.8445082,0.001056215,0.0003255541,0.00007029463,0.00017092,0.0003642669,0.03567849],"genre_scores_gemma":[0.9584855,0.004551299,0.03187861,0.0001048256,0.00006465909,0.00003791973,0.00007811464,0.00003097747,0.00476807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0014238,"threshold_uncertainty_score":0.00471127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325909332003201,"score_gpt":0.3124138963619182,"score_spread":0.2798229631615982,"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."}}