{"id":"W2118864773","doi":"10.2111/rem-d-12-00046.1","title":"Comparison of Bite-Count and Rumen Evacuation Techniques to Estimate Cattle Diet Quality","year":2013,"lang":"en","type":"article","venue":"Rangeland Ecology & Management","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Rumen; Forage; Rangeland; Foraging; Animal science; Biology; Neutral Detergent Fiber; Agronomy; Ecology; Food science; Fermentation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001847366,0.00008892611,0.0002222602,0.00002380758,0.00008814841,0.00001677417,0.0000933054,0.00005825414,0.0003346315],"category_scores_gemma":[0.00001528574,0.00003954199,0.00002760609,0.0001032688,0.00005324295,0.00006098269,0.00009896592,0.00003793935,0.00007168337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001830372,"about_ca_system_score_gemma":0.000001016681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002879187,"about_ca_topic_score_gemma":0.0004844547,"domain_scores_codex":[0.9992596,0.00007057568,0.0002202583,0.0002032805,0.00007296514,0.0001733183],"domain_scores_gemma":[0.9996629,0.0001037739,0.00008131175,0.00004733896,0.00004890637,0.00005571204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002643586,0.0008004448,0.655162,0.0001310662,0.00007870147,0.000001693938,0.0002627614,0.00001701646,0.1489342,0.003611408,0.02177045,0.168966],"study_design_scores_gemma":[0.0001291288,0.0005188087,0.9877263,0.00001108281,0.00001228317,3.865509e-7,0.0001674499,0.00003467449,0.001495892,0.001639526,0.008176898,0.00008754209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935533,0.0000416699,0.00001588936,0.003483253,0.00004714131,0.0005539135,0.00001260457,0.00004033148,0.002251866],"genre_scores_gemma":[0.9987332,0.00004142463,0.000443811,0.000271767,0.00003024581,0.000162365,0.0000493316,6.607723e-7,0.0002672292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3325644,"threshold_uncertainty_score":0.366398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163613579616541,"score_gpt":0.3272566235944777,"score_spread":0.2956204877983123,"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."}}