{"id":"W4252584205","doi":"10.1002/div.5279","title":"PPG Industries, Inc.","year":2006,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Silicone and Siloxane Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Speciality chemicals; Aerospace; Production (economics); Business; Glass fiber; Manufacturing engineering; Materials science; Engineering; Composite material; Environmental engineering","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":[0.0003035601,0.00127811,0.0004096828,0.002123987,0.001316402,0.001751577,0.0007194239,0.000991257,0.5277646],"category_scores_gemma":[0.0006908512,0.0004176783,0.0002973203,0.00129762,0.0003267711,0.001270484,0.001139547,0.001195939,0.3974944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007437472,"about_ca_system_score_gemma":0.001235452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074931,"about_ca_topic_score_gemma":0.009149733,"domain_scores_codex":[0.9994718,0.00002769742,0.00001655653,0.0001241537,0.0003224741,0.00003718078],"domain_scores_gemma":[0.9994749,0.00004054694,0.000025878,0.00007157407,0.0002714132,0.000115702],"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":[0.0001088789,0.0001543625,0.0009551863,0.0003375515,0.000008545401,0.0003069853,0.0001084256,0.0001661437,0.007984413,0.00784982,0.5852932,0.3967266],"study_design_scores_gemma":[0.00001467808,0.00005040523,0.001082775,0.0000634616,0.000006492527,0.0003230071,0.00005072461,0.0001667131,0.001359306,0.0007201999,0.9961582,0.00000411804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002071278,0.002293683,0.00251476,0.001187047,0.0006640345,0.0001622161,0.002556113,0.002135028,0.9864159],"genre_scores_gemma":[0.007582142,0.001549367,0.001942193,0.0005148734,0.00007155958,0.00005115849,0.003121634,0.000171924,0.9849951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4722354,"threshold_uncertainty_score":0.6735865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188774511632857,"score_gpt":0.2139382568121844,"score_spread":0.2020505116958558,"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."}}