{"id":"W4231255308","doi":"10.1002/div.2802","title":"PPG Industries, Inc.","year":2005,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Aerospace; Speciality chemicals; Production (economics); Business; Glass fiber; Manufacturing engineering; Commerce; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002156909,0.0002141565,0.0001824423,0.0001258416,0.0002142337,0.0001894231,0.0003396905,0.00008818207,0.003509599],"category_scores_gemma":[0.00005729351,0.0002011157,0.00007468808,0.0005207841,0.00005436203,0.001704297,0.0002323884,0.0002065123,0.003621964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005784294,"about_ca_system_score_gemma":0.00003228442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050897,"about_ca_topic_score_gemma":0.0006585881,"domain_scores_codex":[0.9986574,0.000006782108,0.0002725401,0.0003031936,0.0003808844,0.0003791676],"domain_scores_gemma":[0.9993981,0.00001413251,0.0002220535,0.0002829752,0.00005701354,0.00002577316],"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":[0.00006556649,0.0002034305,0.1028354,0.00005151901,0.00007995092,0.00002649035,0.00005348508,0.0004086951,0.0006410453,0.05419088,0.7653422,0.07610128],"study_design_scores_gemma":[0.0004010253,0.000005388525,0.01925211,0.00002011101,0.00004299605,8.360713e-7,0.00006490827,0.0002647249,0.0001996046,0.0004848388,0.9789903,0.0002731977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359392,0.0003947301,0.0001303662,0.0126875,0.001358723,0.0002797757,0.00001430706,0.0003119841,0.04888343],"genre_scores_gemma":[0.9876734,0.00005757936,0.00005390454,0.00533293,0.002756201,0.00001501654,0.00007105964,0.00003127809,0.004008641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213648,"threshold_uncertainty_score":0.9974014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234502317121455,"score_gpt":0.2096623901582301,"score_spread":0.1862121584460846,"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."}}