{"id":"W3111811866","doi":"10.1016/j.solener.2020.11.061","title":"Development of an extremely concentrated solar energy delivery system using silica optical fiber bundle for deployment of solar energy: Daylighting to photocatalytic wastewater treatment","year":2020,"lang":"en","type":"article","venue":"Solar Energy","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Daylighting; Solar energy; Materials science; Photocatalysis; Wastewater; Environmental science; Process engineering; Waste management; Environmental engineering; Engineering; Electrical engineering; Architectural engineering; Chemistry","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":[0.0001229967,0.0002735975,0.000164313,0.0001692837,0.0002118906,0.0001953183,0.0002307184,0.0002802877,0.0004638002],"category_scores_gemma":[0.00007463889,0.0001504443,0.0002455199,0.0001570126,0.0001366127,0.0003724697,0.0001871916,0.0002529098,0.0002534889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823604,"about_ca_system_score_gemma":0.0003208974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000691614,"about_ca_topic_score_gemma":0.001397941,"domain_scores_codex":[0.9999168,0.000005642499,0.000004352093,0.00002486066,0.00003812141,0.00001009514],"domain_scores_gemma":[0.9999219,0.000005513386,0.00002719071,0.000006074321,0.0000282523,0.00001106943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001575573,0.00002249086,0.000261962,0.00003962385,0.000003724452,0.0000371707,0.00001678773,0.0002253858,0.9941062,0.0001414229,0.00008977642,0.005039722],"study_design_scores_gemma":[0.000008442593,0.0002797355,0.00199704,0.000003654491,0.00001196416,0.0001462914,0.00001962221,0.004866467,0.9897574,0.00003601707,0.002864105,0.000009156932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330418,0.0008369983,0.06195991,0.0001925904,0.00008713923,0.00009892623,0.0001225769,0.0005532363,0.003106922],"genre_scores_gemma":[0.9543315,0.0004581043,0.04088273,0.00005128424,0.00002357598,0.00003787649,0.00009794543,0.00003358556,0.004083324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000691614,"threshold_uncertainty_score":0.002048671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588433816269438,"score_gpt":0.2441394757219117,"score_spread":0.1982551375592173,"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."}}