{"id":"W7005735732","doi":"","title":"REVEALING THE ASSOCIATION OF FEED INTRINSIC MOLECULAR STRUCTURE WITH NUTRIENT SUPPLY TO ANIMALS FROM FEEDSTOCKS AND CO-PRODUCTS FROM BIO-OIL PROCESSING USING ADVANCED MOLECULAR SPECTROSCOPY TECHNIQUES","year":2021,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canola; Nutrient; Molecular spectroscopy; Crop; Extraction (chemistry); Nitrogen","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":[0.000320916,0.0002407546,0.0001638178,0.0008405789,0.0002926591,0.000807079,0.0001736814,0.000283177,0.0009912839],"category_scores_gemma":[0.0003551488,0.0001458288,0.000288083,0.0009257963,0.0001780316,0.0003686606,0.0002302908,0.0003334421,0.0002369172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006429265,"about_ca_system_score_gemma":0.0006380806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109504,"about_ca_topic_score_gemma":0.03181568,"domain_scores_codex":[0.9998446,0.00001156815,0.000006592035,0.00004668262,0.00006913452,0.000021474],"domain_scores_gemma":[0.999744,0.00006855914,0.00009336793,0.000007794181,0.00007596573,0.00001043114],"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":[0.0003473926,0.0001727412,0.1122771,0.002365586,0.0003021678,0.0004447438,0.001539064,0.001119731,0.7444979,0.001339534,0.00246672,0.1331272],"study_design_scores_gemma":[0.000007074679,0.0005607228,0.6938403,0.0003255979,0.0003673032,0.0006616804,0.002530073,0.001978946,0.2730976,0.0005319059,0.02601442,0.00008438524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975134,0.01300899,0.004004835,0.0003784947,0.00004118893,0.00002883843,0.001394974,0.00003473566,0.005973991],"genre_scores_gemma":[0.9263303,0.03305972,0.02054921,0.0004429333,0.00005214673,0.00007290797,0.002768004,0.00003603796,0.0166887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109504,"threshold_uncertainty_score":0.02177328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003332050319333641,"score_gpt":0.1674014263035633,"score_spread":0.1640693759842297,"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."}}