{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002115351,0.0002897684,0.0003667922,0.0001203346,0.00009005193,0.00009749772,0.0002208947,0.0002519549,0.001759589],"category_scores_gemma":[0.00003581206,0.0001168929,0.00004986597,0.0008374686,0.0001002905,0.0001030846,0.0001685301,0.0001529104,0.0001448206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007716141,"about_ca_system_score_gemma":0.00004677346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570224,"about_ca_topic_score_gemma":0.1713452,"domain_scores_codex":[0.9984287,0.00003395831,0.0002691867,0.0006446898,0.000137181,0.0004862662],"domain_scores_gemma":[0.9996016,0.00006917187,0.00007460367,0.00006399627,0.00003100875,0.0001596017],"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":[0.00001758961,0.00004947612,0.01268945,0.0001480083,0.00001021197,0.000009782356,0.0001062718,3.374923e-7,0.0005172162,0.00006867824,0.01085216,0.9755308],"study_design_scores_gemma":[0.0001624755,0.00006382645,0.02149597,0.0002669536,0.000005240118,0.000001759924,0.001003971,0.000003201265,0.0001819754,0.0003039899,0.9760312,0.0004793662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2342629,0.005246069,0.00001161652,0.04270379,0.0009724561,0.001441884,0.0001469022,0.0017917,0.7134227],"genre_scores_gemma":[0.005808901,0.0004156583,0.001473009,0.00125849,0.0002305809,0.0001285372,0.00002120978,0.00002318577,0.9906404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9750515,"threshold_uncertainty_score":0.999153,"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."}}