{"id":"W2003547657","doi":"10.1371/journal.pone.0111781","title":"Transgene Detection by Digital Droplet PCR","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Transgene; Digital polymerase chain reaction; Computational biology; Biology; Polymerase chain reaction; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003529269,0.00007599805,0.00007329572,0.00001307893,0.00002627996,0.00001947996,0.00006170558,0.00006470259,0.00001308383],"category_scores_gemma":[0.0000287101,0.00008059639,0.00003300525,0.00003061792,0.00001379531,0.000001822298,0.00001528023,0.0000398778,0.00001853925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003631484,"about_ca_system_score_gemma":0.00000320036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002240471,"about_ca_topic_score_gemma":0.000005594324,"domain_scores_codex":[0.9995481,0.000006895706,0.0000787801,0.0001565217,0.00008350283,0.0001262325],"domain_scores_gemma":[0.9997589,0.000003643665,0.00001252053,0.0001540976,0.00002035516,0.00005049846],"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":[0.000009967477,0.0001101705,0.0002097618,0.00001583935,0.0000404246,1.019196e-7,0.000008852609,0.00002112707,0.9928269,0.00000175824,0.0001441217,0.006610998],"study_design_scores_gemma":[0.0002275682,0.0001920504,0.0002020986,0.000005906282,0.00001890162,0.000001366151,0.00000467087,0.0005882535,0.989818,0.00001219366,0.00881856,0.0001104461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177887,0.0002549044,0.08065426,0.00004805145,0.0000285268,0.00006271452,0.00001563897,0.00002134657,0.001125796],"genre_scores_gemma":[0.9987339,0.00004510811,0.0003197142,0.00005157552,0.0001808121,0.00001019215,0.00007599268,0.00001707467,0.0005656799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08094509,"threshold_uncertainty_score":0.3286625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008560248104971505,"score_gpt":0.215024431838482,"score_spread":0.2064641837335105,"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."}}