{"id":"W7029410407","doi":"","title":"Impact of pH on the extraction of different mustard seeds and their applications","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extraction (chemistry); Mustard seed; Nutraceutical; Antioxidant; Flavonoid; Yield (engineering)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000991978,0.0001620686,0.000346154,0.0001569789,0.0001235742,0.000006813103,0.0002332197,0.0001981325,0.00007157954],"category_scores_gemma":[0.00001851615,0.0001355194,0.0003128049,0.0002232159,0.0000895175,0.00004669664,0.00003282348,0.0002336203,0.000004934891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006465046,"about_ca_system_score_gemma":0.00003942696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444796,"about_ca_topic_score_gemma":0.0616484,"domain_scores_codex":[0.99934,0.00003553065,0.0001259089,0.0001907475,0.0002056859,0.000102103],"domain_scores_gemma":[0.9987326,0.0002869549,0.0004806644,0.0003303858,0.0001307647,0.00003865033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.001320031,0.001862885,0.08361155,0.01642912,0.006317996,0.00001018689,0.01625405,0.0004062219,0.8514167,0.00400953,0.004727609,0.01363411],"study_design_scores_gemma":[0.0008738242,0.0002272157,0.3471124,0.001610228,0.001355344,0.000001643499,0.5750619,0.0008689289,0.07069305,0.00124849,0.0003511585,0.0005958255],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961202,0.00007710717,0.00008208754,0.0001126017,0.00002510478,0.00007988186,0.0001340194,0.0000229381,0.00334612],"genre_scores_gemma":[0.9964942,0.0007904931,0.00001068278,0.000001460692,0.00003560472,0.000001058005,0.0003866042,0.00001478441,0.002265076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7807237,"threshold_uncertainty_score":0.9554741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241118506139315,"score_gpt":0.2532020170439529,"score_spread":0.2307908319825598,"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."}}