{"id":"W3209705075","doi":"10.1139/cjas-2021-0029","title":"Long-term steam conditioning is needed to maximize the nutritional value of expander-processed soybean expellers","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Evonik Operations","keywords":"Animal science; Conditioning; Feces; Chemistry; Urine; Soybean meal; Food science; Biology; Biochemistry; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002139608,0.000250989,0.0003519685,0.0001092435,0.0001294302,0.0003083763,0.0002092092,0.0001993959,0.001196752],"category_scores_gemma":[0.0001879386,0.0001069747,0.0002278651,0.00009119349,0.0002416013,0.0003040185,0.0002012379,0.0004570564,0.0001286016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330978,"about_ca_system_score_gemma":0.00016976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006856672,"about_ca_topic_score_gemma":0.001784542,"domain_scores_codex":[0.9998885,0.00001572861,0.000009857745,0.00003621449,0.00002464597,0.00002496386],"domain_scores_gemma":[0.9997637,0.00004310616,0.00008578565,0.0000206034,0.00002727348,0.00005950511],"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":[0.001126177,0.00009827596,0.0007593291,0.00002019397,0.000005804105,0.00001334007,0.00001448859,0.00002744939,0.9968395,0.000008288647,0.000007671683,0.001079505],"study_design_scores_gemma":[0.0001012291,0.006929049,0.08759061,0.00001074861,0.0000424969,0.00012445,0.000135409,0.0008481131,0.9031998,0.00003435441,0.0009644416,0.00001934268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999509,0.00005925837,0.000307313,0.000007434503,0.000003755319,0.000007943145,0.00002768773,0.000004580833,0.00007288319],"genre_scores_gemma":[0.9964107,0.00008348418,0.00210875,0.00004380756,0.000005832819,0.00004713996,0.0001881106,0.00001167212,0.001100516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001196752,"threshold_uncertainty_score":0.004003525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187560346638249,"score_gpt":0.2523680236174682,"score_spread":0.2204924201510857,"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."}}