{"id":"W3004049076","doi":"10.3390/separations7010009","title":"Separation and Purification of ω-6 Linoleic Acid from Crude Tall Oil","year":2020,"lang":"en","type":"article","venue":"Separations","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Linoleic acid; Fractionation; Biorefinery; Raw material; Fatty acid; Oleic acid; Organic chemistry; Chromatography; Pulp and paper industry; Food science; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002416709,0.00007461591,0.00008855229,0.00002955237,0.00006573414,0.00002357209,0.00005747219,0.0000527237,0.00006542823],"category_scores_gemma":[0.00001628202,0.00008204675,0.00002242039,0.0001822344,0.00003792215,0.0001366189,0.000009846864,0.00007505884,0.000113244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000974454,"about_ca_system_score_gemma":0.00001362677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001015193,"about_ca_topic_score_gemma":0.00001469141,"domain_scores_codex":[0.9995226,0.00001079049,0.0001885984,0.0001432073,0.00006714346,0.00006763252],"domain_scores_gemma":[0.9996988,0.00001337202,0.0000336902,0.0001477851,0.0000462178,0.00006009011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006935287,0.00003441593,0.0002127816,0.00004673366,0.00004734526,1.251483e-7,0.002294622,0.006344256,0.9594871,0.005341796,0.01848694,0.007696902],"study_design_scores_gemma":[0.000507016,0.00005321637,0.009386901,0.00001746141,0.00008391119,0.000002298711,0.0004146287,0.1265146,0.6240915,0.001191945,0.2373436,0.0003929476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147168,0.002260757,0.05077123,0.01142823,0.0002334231,0.0002750971,0.0002686026,0.0007029548,0.01934294],"genre_scores_gemma":[0.9959357,0.0002534913,0.003162674,0.0001031333,0.0001417951,0.00004621289,0.0001789033,0.00001011531,0.0001680206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3353956,"threshold_uncertainty_score":0.334577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557006327992921,"score_gpt":0.2514783773317355,"score_spread":0.2259083140518063,"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."}}