{"id":"W2608983406","doi":"10.1089/gen.37.09.08","title":"Validating Antibodies for Specificity","year":2017,"lang":"en","type":"article","venue":"Genetic Engineering & Biotechnology News","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Olds College","funders":"","keywords":"Download; Officer; Volume (thermodynamics); Computational biology; Library science; Biology; World Wide Web; Computer science; Political science; Physics","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":[0.004938409,0.001762958,0.0007169641,0.001145702,0.001037634,0.00249514,0.001749792,0.002920313,0.01057991],"category_scores_gemma":[0.005073608,0.001349603,0.001110307,0.0004341247,0.001250851,0.001668007,0.00133874,0.003771694,0.00807496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257442,"about_ca_system_score_gemma":0.001138915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152745,"about_ca_topic_score_gemma":0.002025914,"domain_scores_codex":[0.9934436,0.001489177,0.0003604744,0.001295132,0.002443039,0.0009685862],"domain_scores_gemma":[0.9955511,0.00140666,0.000226535,0.001079582,0.001522204,0.0002139856],"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":[0.00007737226,0.00009907025,0.001056606,0.0002707902,0.00007162079,0.0001014347,0.0001321698,0.0002329123,0.957792,0.01034582,0.004718321,0.02510179],"study_design_scores_gemma":[0.00002545491,0.0001282596,0.0007729483,0.00005124542,0.00006215954,0.0003853709,0.00004177263,0.00119268,0.9384694,0.001587516,0.05726618,0.00001697897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2980283,0.01534585,0.4690724,0.01094241,0.004985934,0.001394227,0.001575493,0.006180587,0.1924749],"genre_scores_gemma":[0.6420555,0.0094654,0.2406928,0.01438315,0.0007502487,0.00115577,0.005561562,0.001377078,0.08455857],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01057991,"threshold_uncertainty_score":0.03539336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273828864157398,"score_gpt":0.2703697425375569,"score_spread":0.2576314538959829,"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."}}