{"id":"W7071967470","doi":"","title":"The Zacks Analyst Blog Highlights: Yingli Green Energy Holding, ReneSola, Canadian Solar, JA Solar Holdings and Trina Solar","year":2014,"lang":"en","type":"other","venue":"","topic":"SAS software applications and methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Solar energy; Renewable energy; Photovoltaic system; Energy (signal processing)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006374211,0.0006587236,0.0006637141,0.0006513662,0.0004382886,0.0002471652,0.0006939773,0.0007780546,0.000489793],"category_scores_gemma":[0.00004600836,0.000512387,0.0001844158,0.0004446993,0.0001462278,0.00007130497,0.00009503387,0.0004157711,0.00006246245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812146,"about_ca_system_score_gemma":0.0001198413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2265566,"about_ca_topic_score_gemma":0.303627,"domain_scores_codex":[0.9976639,0.00009455637,0.0004695603,0.0006579296,0.0002561028,0.0008579389],"domain_scores_gemma":[0.9978061,0.000227235,0.0001613286,0.001194157,0.00007131856,0.0005398341],"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":[0.000008139159,0.00002661326,0.000437288,0.0002724621,0.0011099,0.00003272718,0.0001742026,0.00007685354,0.0005067875,0.02283097,0.8393501,0.135174],"study_design_scores_gemma":[0.0002614089,0.00002616288,0.00007725781,0.00009057496,0.0001762818,0.00002067879,0.00003408708,0.001347464,0.0005924975,0.0004672162,0.9962209,0.0006854652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002799097,0.03209786,0.1697527,0.000910553,0.001591169,0.0009371939,0.0002113791,0.002980029,0.7912392],"genre_scores_gemma":[0.009510004,0.02031515,0.02768099,0.001005444,0.002200644,0.0004300272,0.0002310064,0.002140766,0.9364859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1568708,"threshold_uncertainty_score":0.9997328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007596761324606332,"score_gpt":0.2116824241698486,"score_spread":0.2040856628452423,"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."}}