{"id":"W7063902790","doi":"","title":"Alfa Laval secures two contracts for biofuel production - Chemical Engineering","year":2024,"lang":"en","type":"other","venue":"Chemical Engineering","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Biofuel; Chemical industry; Chemical products; Biorefinery","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":[0.001903055,0.0009342498,0.0007269596,0.001214957,0.002370364,0.003370464,0.001530481,0.003129437,0.1925068],"category_scores_gemma":[0.003614953,0.0003525043,0.000691612,0.00067057,0.0007428362,0.0009191906,0.002614462,0.002595335,0.1134464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005342678,"about_ca_system_score_gemma":0.01168065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07475996,"about_ca_topic_score_gemma":0.0823015,"domain_scores_codex":[0.9982738,0.0001044885,0.0000257607,0.0002214585,0.001011247,0.0003631436],"domain_scores_gemma":[0.997253,0.0002944071,0.000107705,0.0004121123,0.001182589,0.0007501598],"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":[0.00102731,0.0002770443,0.002629313,0.0001228575,0.00004140981,0.0002617665,0.0001086831,0.0009498816,0.005474769,0.06112338,0.8301784,0.09780518],"study_design_scores_gemma":[0.00005883795,0.00003288179,0.00171554,0.00001538219,0.000005081354,0.00003860005,0.00003751227,0.0009744986,0.002172839,0.001681703,0.9932576,0.000009402731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01191431,0.0008361005,0.0049791,0.01162609,0.002477674,0.0001755097,0.03177141,0.003953435,0.9322664],"genre_scores_gemma":[0.02079875,0.0001309943,0.00233223,0.001081913,0.0001275663,0.00005317704,0.008542637,0.001075703,0.965857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1925068,"threshold_uncertainty_score":0.6439993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006690041543999627,"score_gpt":0.2192530527486975,"score_spread":0.2125630112046978,"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."}}