{"id":"W7048895311","doi":"","title":"Microwave assisted extraction optimisation of industrially applicable lipids from grain amaranth","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Government of Canada","keywords":"Amaranth; Squalene; Extraction (chemistry); Factorial experiment; DPPH; Response surface methodology; ABTS; Polyphenol","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000265501,0.000261526,0.0002009064,0.0003983443,0.0001959157,0.0003088762,0.0001599935,0.0002494191,0.001342622],"category_scores_gemma":[0.0002958733,0.0001167148,0.0003545908,0.0004611555,0.0001272722,0.0003289174,0.0002383707,0.0005303728,0.0006971087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981676,"about_ca_system_score_gemma":0.0002597965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009624491,"about_ca_topic_score_gemma":0.002331095,"domain_scores_codex":[0.9998593,0.00002701583,0.00000909866,0.00002297175,0.00005484594,0.00002672088],"domain_scores_gemma":[0.9999505,0.00001301494,0.00001125338,0.000004794111,0.00001523651,0.000005251916],"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":[0.00005916586,0.00001607118,0.00009188861,0.00009605427,0.000005724676,0.00005381439,0.00003484602,0.0002321747,0.9937936,0.00007745874,0.00007300932,0.005466258],"study_design_scores_gemma":[0.000008340467,0.000181863,0.001481285,0.00002343018,0.0000202041,0.00009404652,0.00006947185,0.0006909141,0.9908241,0.0000637024,0.006530159,0.0000124878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9462983,0.007171955,0.03608376,0.0003775208,0.0001220364,0.0002027382,0.0007688421,0.0002188839,0.008755901],"genre_scores_gemma":[0.9516639,0.007188627,0.02957737,0.00013995,0.00003287808,0.0001162168,0.001026636,0.0001290374,0.01012538],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001342622,"threshold_uncertainty_score":0.004491508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964227905680875,"score_gpt":0.2646953460758734,"score_spread":0.2450530670190647,"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."}}