{"id":"W2097670230","doi":"10.3920/978-90-8686-712-7_18","title":"Representing tissue mass and morphology in mechanistic models of digestive function in ruminants","year":2011,"lang":"en","type":"book-chapter","venue":"Wageningen Academic Publishers eBooks","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Rumen; Histology; Biology; Digestion (alchemy); Small intestine; Absorption (acoustics); Anatomy; Chemistry; Biochemistry; Materials science; Chromatography","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":[0.0004689657,0.000352061,0.0006543332,0.0001843109,0.00006289419,0.0000307068,0.0003498587,0.001067885,0.0001806925],"category_scores_gemma":[0.00009704928,0.0001987458,0.00007804223,0.00007437413,0.0002665783,0.0003253318,0.0002184519,0.0009652325,0.000008989588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006014099,"about_ca_system_score_gemma":0.00002401167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003390553,"about_ca_topic_score_gemma":0.00009213497,"domain_scores_codex":[0.9978165,0.000101587,0.0006888994,0.0007521725,0.000197888,0.0004429508],"domain_scores_gemma":[0.9990054,0.0002168862,0.0004733448,0.00009947347,0.0000863138,0.000118603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001036341,0.00008101123,0.004979178,0.000163324,0.0001124532,0.0003168217,0.001066931,0.00001943462,0.6702394,0.1779154,0.001699605,0.1423701],"study_design_scores_gemma":[0.00112435,0.0009617985,0.02985634,0.0009378999,0.0001256308,0.00007973937,0.000422023,0.0002371303,0.005906481,0.9364246,0.02258994,0.0013341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4570583,0.001984765,0.00006532916,0.0002083936,0.00038971,0.001019199,0.000107392,0.00008110606,0.5390858],"genre_scores_gemma":[0.944805,0.0001579406,0.00007222892,0.0001042126,0.0001289487,0.00004557496,0.0001111119,0.000008489899,0.05456652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7585092,"threshold_uncertainty_score":0.823651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04947796204209064,"score_gpt":0.2376951712560831,"score_spread":0.1882172092139924,"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."}}