{"id":"W4240245284","doi":"10.1016/s0306-3747(20)30137-8","title":"Lanxess feels effect of global economic slump but ‘remains robust’","year":2020,"lang":"en","type":"article","venue":"Additives for Polymers","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fell; Slump; Quarter (Canadian coin); Earnings before interest, taxes, depreciation, and amortization; Margin (machine learning); Coronavirus disease 2019 (COVID-19); Pandemic; Economics; Agricultural economics; Geography; Finance; Medicine; Cartography; Earnings","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":[0.0003019503,0.00015577,0.0002341001,0.00001696783,0.00009706082,0.00003236084,0.0004618042,0.00004974349,0.009482205],"category_scores_gemma":[0.0002008251,0.0001396942,0.0001635882,0.0001806952,0.0006194725,0.0002568691,0.0002613984,0.00006610945,0.0009583146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013509,"about_ca_system_score_gemma":0.00003039001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002868391,"about_ca_topic_score_gemma":0.00004506153,"domain_scores_codex":[0.9985648,0.00008565887,0.0001918746,0.0004456342,0.0002882911,0.0004237761],"domain_scores_gemma":[0.9991646,0.0002301509,0.00009820233,0.0002061423,0.000005517875,0.0002953274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002980609,0.0003750016,0.1271435,0.0005381686,0.0009223259,0.0001124458,0.004797696,0.01488904,0.1079033,0.006944902,0.5826129,0.1507802],"study_design_scores_gemma":[0.01451703,0.009460134,0.08413903,0.0001668081,0.0003591822,0.00003141897,0.004642997,0.04026322,0.6022787,0.0008709487,0.240494,0.002776573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247299,0.00004100875,0.0004240854,0.001049799,0.0004384789,0.0008017789,0.004222618,0.0000604523,0.06823181],"genre_scores_gemma":[0.9981309,0.000006764105,0.0003071662,0.0001654316,0.00008400858,0.00003787683,0.00007286265,0.00001412057,0.001180909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4943754,"threshold_uncertainty_score":0.9998196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635446460671272,"score_gpt":0.2606284717130368,"score_spread":0.2442740071063241,"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."}}