{"id":"W7062594820","doi":"","title":"Zacks Industry Outlook Highlights: Trina Solar, Yingli Green Energy Holding, JinkoSolar Holding, Vivint Solar and Canadian Solar","year":2017,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Solar energy; Renewable energy; Photovoltaic system; Energy (signal processing); Energy consumption","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":[],"category_scores_codex":[0.0007889219,0.0007404037,0.0003211706,0.001188082,0.002349738,0.005536346,0.001028559,0.002236757,0.4501647],"category_scores_gemma":[0.001391553,0.0002997583,0.0005399496,0.001083517,0.0005450735,0.001975678,0.002117269,0.002646625,0.2212195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307967,"about_ca_system_score_gemma":0.01244625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.063192,"about_ca_topic_score_gemma":0.1874871,"domain_scores_codex":[0.9993016,0.00001810007,0.000008511535,0.00005404447,0.0004289484,0.0001888427],"domain_scores_gemma":[0.9986113,0.00004025218,0.00003943048,0.00004375759,0.0007426842,0.0005225542],"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":[0.0000185965,0.00001513494,0.00008037617,0.00002165492,0.000001207826,0.00001479642,0.000007149632,0.0000460027,0.00006982536,0.002725398,0.9849831,0.0120167],"study_design_scores_gemma":[0.000006660558,0.000006457309,0.0003877178,0.0000272873,0.000001343779,0.000009653651,0.00005834841,0.00006986676,0.0001227262,0.0004872255,0.9988196,0.00000312508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009377963,0.001533884,0.0004108491,0.01331347,0.005436871,0.00007625658,0.006001252,0.0007071455,0.9715825],"genre_scores_gemma":[0.001907032,0.0008537121,0.0001183569,0.0006805052,0.0002225703,0.00001223842,0.001661864,0.0001491007,0.9943944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4501647,"threshold_uncertainty_score":0.7842734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365723410970979,"score_gpt":0.2457787061378726,"score_spread":0.2321214720281628,"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."}}