{"id":"W4285282979","doi":"10.5772/intechopen.100760","title":"Renewable Energy - Recent Advances","year":2022,"lang":"en","type":"book","venue":"IntechOpen eBooks","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Renewable energy; Solar energy; Wind power; Energy development; Energy engineering; Environmental science; Environmental economics; Engineering; Electrical engineering; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006354674,0.001119536,0.001312121,0.002138065,0.0006113997,0.004651565,0.001229099,0.001492207,0.06618492],"category_scores_gemma":[0.001022728,0.0004285096,0.0007690621,0.003488568,0.0004818139,0.002935679,0.001838397,0.003216298,0.06886204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105759,"about_ca_system_score_gemma":0.001021323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000889375,"about_ca_topic_score_gemma":0.002050251,"domain_scores_codex":[0.9992587,0.00005681703,0.0000339846,0.0001042944,0.0004890629,0.00005714732],"domain_scores_gemma":[0.9996449,0.00007836594,0.00002374928,0.00004301612,0.0001457173,0.00006426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003567921,0.00008280259,0.0001225696,0.00239871,0.00002686861,0.000171272,0.0001072272,0.000344391,0.002403456,0.0149357,0.3818866,0.5974848],"study_design_scores_gemma":[0.000001849776,0.000009677181,0.00008840731,0.0003347204,0.000003847056,0.0002401929,0.00001888221,0.00002701452,0.0001431923,0.001788115,0.9973393,0.000004700297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008009975,0.7388244,0.001769607,0.004827002,0.01186957,0.00005058285,0.0005871464,0.0003880261,0.2408827],"genre_scores_gemma":[0.003962343,0.66719,0.003322096,0.004360521,0.004574428,0.00006230042,0.001284833,0.0002278565,0.3150156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06618492,"threshold_uncertainty_score":0.2214106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590096101969963,"score_gpt":0.2359012321942306,"score_spread":0.2200002711745309,"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."}}