{"id":"W2149015289","doi":"10.1109/appeec.2011.5749125","title":"Feasibility Study of Stand-Alone PV-Wind-Biomass Hybrid Energy System in Australia","year":2011,"lang":"en","type":"article","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Photovoltaic system; Wind power; Biomass (ecology); Greenhouse gas; Environmental science; Renewable resource; Greenhouse; Meteorology; Environmental engineering; Engineering; Geography; Electrical engineering; Ecology","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":[0.0005467078,0.0002968608,0.0003209653,0.0002842154,0.0005938859,0.0006576402,0.0005462504,0.0004375821,0.002337715],"category_scores_gemma":[0.0005441463,0.0002148843,0.0003936307,0.000226776,0.0002865146,0.001004242,0.0004622767,0.0002656527,0.0002441955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007568972,"about_ca_system_score_gemma":0.00105897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01673004,"about_ca_topic_score_gemma":0.01745323,"domain_scores_codex":[0.9996532,0.0001112552,0.00001728965,0.00005062358,0.0001182958,0.00004927224],"domain_scores_gemma":[0.9996476,0.00008074004,0.00002467877,0.00001653138,0.0001848475,0.00004557416],"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":[0.0031514,0.002412521,0.1203644,0.001885316,0.0003140477,0.01554567,0.002488437,0.4978667,0.2486472,0.0126612,0.003533584,0.09112958],"study_design_scores_gemma":[0.0003031123,0.007909301,0.08087023,0.00008208166,0.0002704231,0.001197479,0.005766408,0.8457182,0.04622289,0.002825032,0.008755315,0.00007956167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987128,0.0001151329,0.00477195,0.0001552668,0.000009351194,0.000185123,0.00009280887,0.00002883669,0.00751352],"genre_scores_gemma":[0.9950364,0.0000883703,0.002061896,0.00001243903,0.000002643778,0.00003476108,0.00007137742,0.000003276939,0.002688844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01673004,"threshold_uncertainty_score":0.03326529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06719817987571554,"score_gpt":0.2688074435416553,"score_spread":0.2016092636659397,"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."}}