{"id":"W6998374757","doi":"","title":"Advanced BioFuels USA – Alfa Laval to Acquire Desmet, a World Leader in Edible Oil and Biofuel Processing","year":2023,"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; Biomass (ecology)","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":[0.0007377909,0.000840197,0.0002472069,0.0009810064,0.001413148,0.002096776,0.000535226,0.002270975,0.1952015],"category_scores_gemma":[0.0008721602,0.0002257103,0.000399019,0.0003705652,0.0003577549,0.001022001,0.001264502,0.001933171,0.08814569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405546,"about_ca_system_score_gemma":0.006722751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067909,"about_ca_topic_score_gemma":0.0565841,"domain_scores_codex":[0.9994662,0.00002227194,0.000007566345,0.00005272047,0.0003112236,0.0001398906],"domain_scores_gemma":[0.9989936,0.00004479952,0.00003957761,0.00003231913,0.0004678472,0.0004219213],"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":[0.0001341809,0.0001407022,0.0003428126,0.00005258139,0.000005174139,0.0001432934,0.00002190731,0.0001321704,0.002388624,0.008112656,0.8979336,0.09059215],"study_design_scores_gemma":[0.00001518051,0.00002640797,0.00034624,0.00002031211,0.000001619838,0.00005117068,0.00001782332,0.0001286686,0.0007075339,0.0004538662,0.9982284,0.000002738111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0037303,0.003705249,0.001332799,0.01884896,0.005162487,0.0001504997,0.002439959,0.0008673657,0.9637624],"genre_scores_gemma":[0.003976631,0.0008009455,0.0005085498,0.001710718,0.0002144405,0.00001876618,0.0006972679,0.0001043931,0.9919685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1952015,"threshold_uncertainty_score":0.6530141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185659511527479,"score_gpt":0.2429729080356552,"score_spread":0.2244069568829073,"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."}}