{"id":"W7106019744","doi":"10.7939/83060","title":"Impact of processing and chemical composition of Western Canadian ingredients in pigs","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canola; Dry matter; Starch; Nutrient; Fish meal; Soybean meal; Meal; Composition (language); Feed conversion ratio","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":[0.0002429853,0.0003639884,0.0002278377,0.0004520751,0.0005607207,0.0008872811,0.0002624372,0.0002899719,0.0009308365],"category_scores_gemma":[0.0002169189,0.000197119,0.0003973218,0.0005323503,0.0003085751,0.0001842569,0.0002085193,0.0003075647,0.000240441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003230738,"about_ca_system_score_gemma":0.00188896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2267376,"about_ca_topic_score_gemma":0.4915425,"domain_scores_codex":[0.9996617,0.00002188121,0.00001360544,0.00008171333,0.0001491502,0.00007198122],"domain_scores_gemma":[0.9998713,0.0000137432,0.00004187258,0.000005643221,0.00003505683,0.0000324763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005575601,0.0005127707,0.05430926,0.0003881116,0.0002165834,0.0002995171,0.000308607,0.0004520167,0.9162852,0.000162726,0.0003258326,0.02116373],"study_design_scores_gemma":[0.00004359163,0.00313579,0.7846487,0.00008150825,0.0003398487,0.000187374,0.0007083236,0.000791652,0.2043133,0.00005422273,0.005646314,0.00004934908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975917,0.0004722186,0.0001151023,0.00001895802,0.000006766164,0.00002578238,0.0004592811,0.000005818014,0.001304319],"genre_scores_gemma":[0.988139,0.001725693,0.001470665,0.0001580581,0.000004832898,0.00003669825,0.001413676,0.00002345433,0.007028007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7732624,"threshold_uncertainty_score":0.4508357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007875667446174437,"score_gpt":0.1964567521041771,"score_spread":0.1885810846580026,"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."}}