{"id":"W7035953976","doi":"","title":"Alfa Laval supports refinery in its transition towards biofuels","year":2022,"lang":"en","type":"other","venue":"","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biofuel; Refinery; Oil refinery; Renewable energy; Production (economics)","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":[0.001342495,0.0004253231,0.0001511396,0.0008258011,0.002080881,0.002465629,0.0009553633,0.00166522,0.06435633],"category_scores_gemma":[0.002036188,0.0001596388,0.0003713694,0.000457256,0.0006918903,0.001069534,0.001814232,0.0009438166,0.01316337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004309197,"about_ca_system_score_gemma":0.008507824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09689719,"about_ca_topic_score_gemma":0.1721153,"domain_scores_codex":[0.9992073,0.00006130732,0.0000131891,0.00007875395,0.0004506477,0.0001888081],"domain_scores_gemma":[0.9984058,0.0002094642,0.00007812063,0.0001794056,0.0007174467,0.0004098708],"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":[0.001405634,0.000608467,0.01585565,0.0002720972,0.00003825424,0.001081148,0.0006179629,0.0009269947,0.02935252,0.07478581,0.4989917,0.3760638],"study_design_scores_gemma":[0.00003587001,0.00005926911,0.004715191,0.00004258824,0.000007712415,0.0001110964,0.0002676623,0.0005190265,0.006113591,0.001349565,0.9867694,0.000008984177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05268547,0.001689036,0.002876317,0.01703742,0.001020827,0.0001536691,0.001760304,0.001574517,0.9212024],"genre_scores_gemma":[0.1281287,0.001115844,0.004304023,0.001653078,0.0002005905,0.00003693626,0.001436478,0.0004394649,0.8626848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09689719,"threshold_uncertainty_score":0.2152933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875114624036114,"score_gpt":0.2239180922158744,"score_spread":0.2051669459755133,"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."}}