{"id":"W4234085997","doi":"10.1002/div.1627","title":"PPG Industries, Inc.","year":2004,"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; Business; Manufacturing engineering; Engineering; 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":[0.0001806223,0.0002161835,0.0001838202,0.0001250253,0.000229595,0.00018847,0.0003318135,0.00008992406,0.001224719],"category_scores_gemma":[0.00006299103,0.0002026279,0.00007636713,0.0006254909,0.00006492827,0.001357385,0.000225861,0.0002072559,0.002176843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000767157,"about_ca_system_score_gemma":0.00005764793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429185,"about_ca_topic_score_gemma":0.0005971022,"domain_scores_codex":[0.9986737,0.000004620969,0.000252417,0.000309201,0.0003863905,0.0003736792],"domain_scores_gemma":[0.9994137,0.000009003843,0.0002141225,0.000279799,0.00005756377,0.00002583547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001808956,0.0006053065,0.1783893,0.0001952842,0.0002282503,0.000236946,0.0001730493,0.002658611,0.002320634,0.4575381,0.328727,0.02874657],"study_design_scores_gemma":[0.0009266866,0.00001159563,0.02905411,0.00004814733,0.00005830494,0.000001566652,0.0001261868,0.00002241798,0.0003817304,0.00724991,0.9617526,0.000366727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681963,0.0002218729,0.0002712111,0.006805465,0.001651615,0.000256598,0.00001190884,0.0002613936,0.02232363],"genre_scores_gemma":[0.99398,0.00004713851,0.0000408751,0.003553747,0.00120063,0.00001494188,0.00007470571,0.00003098446,0.001057004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6330256,"threshold_uncertainty_score":0.9996883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365346155958691,"score_gpt":0.2056884461508104,"score_spread":0.1820349845912234,"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."}}