{"id":"W4210906060","doi":"10.1002/div.2001","title":"PPG Industries, Inc.","year":2005,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Legal Cases and Commentary","field":"Medicine","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":[],"category_scores_codex":[0.000113565,0.0001521756,0.0001887298,0.00007315203,0.000101126,0.00001841018,0.0001088451,0.00006713553,0.003851136],"category_scores_gemma":[0.00003037121,0.0001298514,0.00008742409,0.0001812504,0.00004203175,0.0001725928,0.00009777702,0.0002712664,0.0005002008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268674,"about_ca_system_score_gemma":0.00006384053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00033932,"about_ca_topic_score_gemma":0.00004917977,"domain_scores_codex":[0.9989387,0.00002524252,0.0002166809,0.0002158961,0.0003206234,0.0002828477],"domain_scores_gemma":[0.9993906,0.00002161054,0.00004719262,0.0002818154,0.00002198135,0.0002368021],"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":[0.0003396871,0.0006165436,0.1237631,0.00004456505,0.0002959721,0.0001777193,0.0003413739,0.00005829797,0.003932759,0.001279929,0.7805241,0.08862597],"study_design_scores_gemma":[0.001110507,0.0001507908,0.02256185,0.00003122064,0.0001306317,0.0000444357,0.000114874,0.00005328279,0.00364506,0.00001731446,0.9719718,0.0001682319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543061,0.0009398154,0.00005070904,0.03736125,0.0004246655,0.000241747,0.00002683015,0.0001084071,0.006540515],"genre_scores_gemma":[0.9881839,0.0001592973,0.0002965323,0.007513559,0.0006001706,0.000013351,0.0001110926,0.00002123348,0.003100878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1914477,"threshold_uncertainty_score":0.9970595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321016691346666,"score_gpt":0.270807594395822,"score_spread":0.2475974274823554,"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."}}