{"id":"W4401328627","doi":"10.1021/cen-10224-buscon11","title":"Invista to reopen intermediate plant","year":2024,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hexamethylenediamine; Raw material; Shut down; Production (economics); Plant production; Adipic acid; Orange (colour); Business; Engineering; Operations management; Chemistry; Economics; Polymer chemistry; Process 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":[],"consensus_categories":[],"category_scores_codex":[0.003585769,0.0006056992,0.0004070365,0.0004761386,0.01352517,0.006035281,0.002456658,0.04326871,0.04036817],"category_scores_gemma":[0.0117578,0.000624943,0.001052134,0.0002759013,0.004613234,0.004666197,0.004563683,0.03363634,0.01029804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008425095,"about_ca_system_score_gemma":0.01727361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07751434,"about_ca_topic_score_gemma":0.1491384,"domain_scores_codex":[0.9961914,0.0005369205,0.0001746357,0.0007073221,0.001079739,0.001309993],"domain_scores_gemma":[0.9950147,0.002196473,0.0001610632,0.0003411224,0.001323413,0.0009631902],"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":[0.00003700783,0.00005408889,0.0002961881,0.00005790182,0.000004921143,0.001130449,0.00109198,0.00006053718,0.0004536753,0.07999705,0.9112348,0.005581347],"study_design_scores_gemma":[0.0000098113,0.00001749679,0.000210425,0.0000676888,0.000002892014,0.0001405551,0.0007269921,0.00003787641,0.0001400719,0.002149351,0.9964833,0.00001355181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005016115,0.002990269,0.0009059641,0.6121815,0.01422468,0.0001344188,0.0001860674,0.0002912024,0.3640698],"genre_scores_gemma":[0.02405281,0.0008128541,0.0004475194,0.6165153,0.001788161,0.0001056016,0.00008629593,0.0001124148,0.3560791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07751434,"threshold_uncertainty_score":0.1541263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008421474386350847,"score_gpt":0.2960114719107009,"score_spread":0.2875899975243501,"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."}}