{"id":"W7016410940","doi":"","title":"Zacks Industry Outlook Highlights: JinkoSolar Holding, JA Solar Holdings, Trina Solar, Canadian Solar and Vivint Solar","year":2017,"lang":"en","type":"other","venue":"","topic":"Urban Arborization and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Photovoltaic system; Solar energy; Solar tracker; Solar power; Focus (optics)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000422665,0.001148828,0.0009482345,0.0003265927,0.001347346,0.0004178665,0.00114709,0.001751486,0.03064771],"category_scores_gemma":[0.00008087219,0.001059074,0.0002181263,0.0001756051,0.001109061,0.0004928462,0.001133858,0.001396557,0.003133714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009813762,"about_ca_system_score_gemma":0.00008159213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.161387,"about_ca_topic_score_gemma":0.1736001,"domain_scores_codex":[0.9955212,0.0001102532,0.0005263165,0.001591207,0.0008410266,0.001409964],"domain_scores_gemma":[0.9968921,0.00003126089,0.0005448619,0.001294523,0.00000927559,0.001227958],"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":[0.00001233461,0.000142728,0.0727035,0.00005890919,0.0002862895,0.0001472186,0.0003575036,0.00000936224,0.0006020867,0.0001152917,0.9190624,0.006502428],"study_design_scores_gemma":[0.000755852,0.0001100792,0.01560196,0.0001744645,0.0001498878,0.0000218492,0.0001390912,0.00005521129,0.0007487938,0.00006071185,0.9808217,0.001360376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002391244,0.002662013,0.0003158662,0.001282859,0.00114185,0.001195197,0.0003355846,0.0004271852,0.9902482],"genre_scores_gemma":[0.03708553,0.006621351,0.0009262256,0.001657084,0.000476595,0.00006982017,0.0001027763,0.0006844175,0.9523762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06175938,"threshold_uncertainty_score":0.9999528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091894516549926,"score_gpt":0.2053081770438405,"score_spread":0.1943892318783413,"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."}}