{"id":"W2556679446","doi":"10.2527/jam2016-1636","title":"1636 Effects of inoculum source and ammoniation on in vitro gas production kinetics of barley straw","year":2016,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Straw; Kinetics; Chemistry; Production (economics); Agronomy; Animal science; Environmental science; Biology; Economics","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":[0.000722746,0.00008787575,0.0001831976,0.0000563071,0.00006010053,0.00002389929,0.0003221237,0.00004497691,0.000001790279],"category_scores_gemma":[0.0006071109,0.00002688178,0.00003974471,0.0007441273,0.0003874565,0.0004696963,0.00005200032,0.00008977878,9.542466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004854081,"about_ca_system_score_gemma":0.00001859991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004195809,"about_ca_topic_score_gemma":0.00004023395,"domain_scores_codex":[0.9985693,0.00005149651,0.000342006,0.0001984545,0.0006350526,0.0002036943],"domain_scores_gemma":[0.9989594,0.0002020044,0.0004860858,0.00003699011,0.0002181086,0.00009745653],"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":[0.0001157966,0.00008657427,0.01094813,0.000008276404,0.000001163814,0.000002154898,0.00008500116,0.00000856559,0.970006,0.00006202878,0.0000175158,0.01865876],"study_design_scores_gemma":[0.00007676818,0.001079237,0.4328634,0.00009088112,0.00000307957,0.00002415404,0.00006358133,0.00001211363,0.5656412,0.00008037667,0.00002347069,0.00004171335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987344,0.0000486649,0.00001121667,0.0009302899,0.0001140644,0.00009813654,0.000002785256,0.000003728517,0.00005676879],"genre_scores_gemma":[0.9995786,0.00006934449,0.0002180762,0.00001753442,0.0001004006,5.204535e-7,1.792906e-7,3.77285e-7,0.00001498859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4219153,"threshold_uncertainty_score":0.14276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007105562466119461,"score_gpt":0.1972640071790093,"score_spread":0.1901584447128899,"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."}}