{"id":"W4412453149","doi":"10.1016/j.foodchem.2025.145482","title":"New green extraction approach for the isolation of Phytosterols from canola oil deodorizer distillate","year":2025,"lang":"en","type":"article","venue":"Food Chemistry","topic":"Cholesterol and Lipid Metabolism","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Agricultural Development Fund; College of Agriculture and Bioresources, University of Saskatchewan; Ministry of Agriculture - Saskatchewan; University of Saskatchewan","keywords":"Canola; Extraction (chemistry); Isolation (microbiology); Distillation; Chemistry; Phytosterol; Food science; Chromatography; Pulp and paper industry; Biology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155742,0.0008355037,0.0003919934,0.0009179225,0.0002626825,0.0003388613,0.0002968201,0.0004526995,0.001431527],"category_scores_gemma":[0.0001652248,0.0002636115,0.0004450862,0.0005915468,0.0001954783,0.0006465181,0.0005095729,0.0009134337,0.0009295085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112745,"about_ca_system_score_gemma":0.0002814351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006821254,"about_ca_topic_score_gemma":0.002108124,"domain_scores_codex":[0.999828,0.00001121083,0.00001210502,0.00004664109,0.00007184073,0.00003011079],"domain_scores_gemma":[0.9999444,0.00001138438,0.000009834032,0.000007194622,0.00001680315,0.00001037831],"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":[0.00003633032,0.00002269799,0.00008759518,0.0001800723,0.00001219284,0.0001079674,0.00002151433,0.00007730624,0.9897621,0.0002153517,0.0001242386,0.009352584],"study_design_scores_gemma":[0.00001168714,0.00008945688,0.0006327145,0.00001209817,0.00002281182,0.0002694173,0.00002518768,0.0007852025,0.9857533,0.0001522112,0.01222664,0.00001934047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7051143,0.0232411,0.2500694,0.0007551249,0.0004067374,0.0007952153,0.002305239,0.001146106,0.01616676],"genre_scores_gemma":[0.8299766,0.01208147,0.1388533,0.0006836286,0.00008684311,0.0005415741,0.002909676,0.000194329,0.01467249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001431527,"threshold_uncertainty_score":0.004788935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591997949898679,"score_gpt":0.2620917544347118,"score_spread":0.246171774935725,"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."}}