{"id":"W2119326746","doi":"10.1016/j.solener.2011.04.010","title":"Concentrated solar power on demand","year":2011,"lang":"en","type":"article","venue":"Solar Energy","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":119,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Heliostat; Thermal energy storage; Environmental science; Molten salt; Solar energy; Volume (thermodynamics); Aperture (computer memory); Nuclear engineering; Energy storage; Storage tank; Sunlight; Thermal; Roof; Materials science; Power (physics); Waste management; Meteorology; Optics; Electrical engineering; Mechanical engineering; Engineering; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001898351,0.0002751605,0.0002860285,0.00007265167,0.0001487648,0.00003276944,0.0002997237,0.0002214858,0.003136182],"category_scores_gemma":[0.00003791417,0.0002311838,0.0001422664,0.0001992292,0.00006735588,0.0001152097,0.00004421659,0.0001618307,0.0006888324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004418235,"about_ca_system_score_gemma":0.00003840276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006073134,"about_ca_topic_score_gemma":0.0003751634,"domain_scores_codex":[0.9983507,0.0002010742,0.0003123092,0.0003787937,0.0002562276,0.0005009089],"domain_scores_gemma":[0.999042,0.00004882865,0.0001395991,0.0004946027,0.00007290783,0.0002021151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001887181,0.001477935,0.0168017,0.00007355888,0.001431872,0.0009151525,0.01150634,0.0007857793,0.2450734,0.6731105,0.01511533,0.03182129],"study_design_scores_gemma":[0.001315897,0.0004760593,0.003888756,0.00007263805,0.00004019485,0.00005077347,0.0002552175,0.0004665367,0.3909601,0.004841179,0.5969381,0.0006946103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4734881,0.0009374816,0.001663156,0.00003022207,0.00214578,0.0001421789,0.000019261,0.0004850487,0.5210888],"genre_scores_gemma":[0.99458,0.00003615162,0.0000695276,0.0009334236,0.0002099617,0.00002737168,0.00002638093,0.00006164903,0.004055508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6682693,"threshold_uncertainty_score":0.9977751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239369834064009,"score_gpt":0.2077692816442182,"score_spread":0.1838322982378172,"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."}}