{"id":"W2536847431","doi":"10.1017/cbo9781316155318.005","title":"Detection and Delimitation","year":2016,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341602,0.001320134,0.001022791,0.004497662,0.001985235,0.004983407,0.002443682,0.001759897,0.03752544],"category_scores_gemma":[0.004554749,0.001047474,0.001173792,0.002892923,0.002962311,0.005493053,0.004375616,0.001829681,0.02979697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009816473,"about_ca_system_score_gemma":0.001502169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617799,"about_ca_topic_score_gemma":0.001164269,"domain_scores_codex":[0.9981247,0.0002218903,0.0001154704,0.0007733734,0.0005811427,0.0001834775],"domain_scores_gemma":[0.9984629,0.0004700546,0.00008449473,0.0005763719,0.0003274189,0.00007875782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001599799,0.00005191223,0.001198342,0.0004109565,0.00003052065,0.0001859013,0.000884318,0.001954294,0.03641766,0.2244642,0.03733779,0.696904],"study_design_scores_gemma":[0.00002029705,0.00007510315,0.001733523,0.0002683265,0.00005988487,0.0008687501,0.0008859442,0.03703169,0.1141251,0.3260294,0.5188044,0.00009752754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01056245,0.001891032,0.903058,0.0008619726,0.000690913,0.0002430771,0.001287482,0.008173454,0.07323156],"genre_scores_gemma":[0.1472724,0.001823697,0.6902269,0.0007005685,0.0004113716,0.0004683398,0.006187545,0.003910602,0.1489986],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03752544,"threshold_uncertainty_score":0.1255351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740549043322229,"score_gpt":0.1902012729975493,"score_spread":0.172795782564327,"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."}}