{"id":"W7017312577","doi":"","title":"Alfa Laval to Acquire Desmet, a World Leader in Edible Oil and Biofuel Processing – Advanced BioFuels USA","year":2022,"lang":"en","type":"other","venue":"","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biofuel; Edible oil; Renewable energy; Edible plants; Bioenergy; Biodiesel; Aviation biofuel","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":[0.0002221426,0.000285002,0.0003581429,0.0001150601,0.0001434041,0.00008714249,0.0002709219,0.0001724019,0.01831123],"category_scores_gemma":[0.00002247561,0.0001197787,0.000051265,0.0007290025,0.00009115732,0.00009149282,0.0002807497,0.000202874,0.00004153107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117581,"about_ca_system_score_gemma":0.00005845271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030614,"about_ca_topic_score_gemma":0.05220189,"domain_scores_codex":[0.9984012,0.00005706555,0.0002626667,0.0006621062,0.0001625265,0.0004544573],"domain_scores_gemma":[0.9996259,0.00004919244,0.0000841608,0.00006947351,0.00002266527,0.0001485813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002848303,0.00009305754,0.01915067,0.0001582949,0.00001090779,0.00001067808,0.0001526526,5.987417e-7,0.0006028269,0.0000845382,0.01650384,0.9632034],"study_design_scores_gemma":[0.0001476259,0.00007581917,0.008490127,0.00006703343,0.000004421338,0.000002685033,0.001485052,0.000001894129,0.00007963453,0.0002057111,0.9890404,0.0003996255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1589804,0.005205795,0.000004115589,0.02187002,0.0003956781,0.0008331842,0.0001022972,0.0003551903,0.8122533],"genre_scores_gemma":[0.006516383,0.0002567144,0.001919689,0.002520643,0.0001747683,0.0002042022,0.00006195371,0.00001216024,0.9883335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9725365,"threshold_uncertainty_score":0.9825861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142854680135675,"score_gpt":0.2303682104571829,"score_spread":0.2160827424436154,"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."}}