{"id":"W2511709549","doi":"10.1063/1.4962080","title":"Anti-soiling coatings for Sun Simba concentrated photovoltaic (CPV) modules","year":2016,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Morgan Solar (Canada)","funders":"","keywords":"Coating; Materials science; Photovoltaic system; Wetting; Degradation (telecommunications); Composite material; Environmental science; Computer science; Electrical engineering","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":[0.0002560653,0.0003157525,0.0001882828,0.0004124321,0.0001958587,0.0002977168,0.0002696105,0.0004674548,0.001155912],"category_scores_gemma":[0.000392093,0.0001956144,0.0002715305,0.0002383664,0.0001401357,0.0002647768,0.0001738626,0.0004911068,0.0002711668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094872,"about_ca_system_score_gemma":0.0001183007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004980738,"about_ca_topic_score_gemma":0.00130433,"domain_scores_codex":[0.9997332,0.00002980383,0.00001573483,0.00004074824,0.0001547509,0.00002585054],"domain_scores_gemma":[0.9996747,0.00005007464,0.000102703,0.00002842792,0.0001161676,0.00002788684],"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":[0.0000150778,0.00001433498,0.0002085285,0.00007456793,0.000004080707,0.00003098432,0.00001255956,0.00009961206,0.9967812,0.00003525734,0.00007144614,0.002652356],"study_design_scores_gemma":[0.000004653319,0.0003005171,0.00363105,0.000008836968,0.00001082668,0.0001734451,0.00001934497,0.0006537299,0.9930089,0.00001415107,0.002168776,0.000005976165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846165,0.001920622,0.01052185,0.00009256497,0.00006733404,0.00009170196,0.0001317555,0.0001695733,0.002387994],"genre_scores_gemma":[0.9787476,0.0008482026,0.01761246,0.00009066621,0.00001352046,0.00005745561,0.0001346061,0.0000537528,0.002441704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001155912,"threshold_uncertainty_score":0.003866911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797516922938473,"score_gpt":0.2599313097762288,"score_spread":0.2319561405468441,"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."}}