{"id":"W7071641062","doi":"","title":"Top Vendors- Trina Solar ,Yingli Green Energy ,Canadian Solar ,3M ,Madico ,Jinko Solar ,JA Solar ,Sharp Solar ,Renesola ,First Solar ,Hanwha SolarOne ,SunPower ,Kyocera ,Solarcity ,SunEdison ,Taiflex Scientific","year":2019,"lang":"en","type":"other","venue":"","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Solar energy; Photovoltaic thermal hybrid solar collector; Photovoltaic system; Solar mirror; Renewable energy; Solar tracker; Photovoltaics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005613174,0.001025437,0.0004118626,0.002141698,0.00159669,0.002987967,0.001041059,0.0006863578,0.6640643],"category_scores_gemma":[0.001164136,0.0005596173,0.0004975504,0.002678298,0.0002840093,0.002060833,0.001119586,0.001366354,0.4891311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562466,"about_ca_system_score_gemma":0.002297268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02199165,"about_ca_topic_score_gemma":0.07977447,"domain_scores_codex":[0.9995784,0.00002218366,0.000009562537,0.00006017599,0.0002694536,0.00006025236],"domain_scores_gemma":[0.9984347,0.00005974133,0.00003140006,0.0001302942,0.001012389,0.000331356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002005222,0.00002192531,0.0002020476,0.00004642815,0.000001534491,0.00001347432,0.00001305174,0.00005055609,0.0004263794,0.001985788,0.9560033,0.04121529],"study_design_scores_gemma":[0.00001140765,0.000007856873,0.0006351382,0.00003139211,0.000002822651,0.00003397283,0.00004183617,0.0002266393,0.0004598163,0.0006224762,0.9979212,0.000005477344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007259195,0.000284237,0.002100544,0.0006072039,0.0004352847,0.00006358374,0.01117492,0.004952308,0.9796561],"genre_scores_gemma":[0.004656016,0.0005739223,0.002107993,0.0003887584,0.00008358523,0.00003354084,0.01519314,0.003097951,0.9738651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3359357,"threshold_uncertainty_score":0.4791714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574526516939997,"score_gpt":0.2140289739764003,"score_spread":0.1982837088070003,"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."}}