{"id":"W1978706346","doi":"10.1016/j.biortech.2011.01.037","title":"Field scale evaluation of bovine-specific DNA as an indicator of tissue degradation during cattle mortality composting","year":2011,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge; Agriculture and Agri-Food Canada; Agriculture Food and Rural Development","funders":"National Natural Science Foundation of China; Canadian Food Inspection Agency","keywords":"Degradation (telecommunications); Scale (ratio); Environmental science; DNA; Biology; Biochemistry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000551404,0.0001237491,0.0002189362,0.00009035332,0.0001160844,0.000006631312,0.0004069995,0.0002189482,0.0001771062],"category_scores_gemma":[0.0001534734,0.00006729747,0.0000428679,0.0004046775,0.0001637382,0.00005420963,0.0001373488,0.0001312412,0.000005247335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002556287,"about_ca_system_score_gemma":0.00001108123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009737666,"about_ca_topic_score_gemma":0.0001924542,"domain_scores_codex":[0.998783,0.0001005634,0.0003686477,0.0002963794,0.0002653665,0.0001860788],"domain_scores_gemma":[0.9991801,0.0000813121,0.0003375401,0.0001899783,0.0001670277,0.00004399228],"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":[0.00003872919,0.0001346008,0.1344736,0.00001039644,0.000006478806,6.450987e-7,0.0001352122,3.104218e-7,0.8148252,0.0001616979,0.00001618245,0.05019692],"study_design_scores_gemma":[0.00008977174,0.0006115403,0.312355,0.00003656896,0.00001961955,0.0000102899,0.0002312679,0.00004626359,0.6855752,0.000811341,0.0001162404,0.00009694986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985014,0.0001010868,0.00001322137,0.0001185644,0.00003361953,0.0002562168,0.00001498326,0.0003343099,0.0006266561],"genre_scores_gemma":[0.9985489,0.000006773697,0.001340894,0.000008837435,0.0000373307,0.00001403915,0.00003380204,0.000002033807,0.000007364597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1778814,"threshold_uncertainty_score":0.2744311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06473652933486058,"score_gpt":0.2894861846138513,"score_spread":0.2247496552789907,"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."}}