{"id":"W2081902566","doi":"10.3390/antib3020205","title":"Engineered Bovine Antibodies in the Development of Novel Therapeutics, Immunomodulators and Vaccines","year":2014,"lang":"en","type":"article","venue":"Antibodies","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Canadian Food Inspection Agency; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antibody; Biology; Immunoglobulin light chain; Gene; Genetics; Computational biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005042973,0.0002865299,0.0002046874,0.0003042482,0.00009680852,0.0003468207,0.0002655344,0.0004969614,0.00106962],"category_scores_gemma":[0.0002512033,0.0001449499,0.0001547653,0.0002418142,0.0001791683,0.0002379295,0.0002383594,0.000549772,0.000480976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004396413,"about_ca_system_score_gemma":0.0002116061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005158608,"about_ca_topic_score_gemma":0.0007720834,"domain_scores_codex":[0.9997812,0.00006827485,0.00001257175,0.00002788801,0.00007631515,0.00003387598],"domain_scores_gemma":[0.999911,0.00001882022,0.00002646868,0.000008242422,0.00001707857,0.00001850969],"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":[0.0001967623,0.0001335262,0.0004382364,0.0002805143,0.00001939612,0.0001235711,0.00003001072,0.001159504,0.9653899,0.002998055,0.0005904028,0.02864005],"study_design_scores_gemma":[0.0001113855,0.002277009,0.001895285,0.00009775419,0.00007902843,0.0008824238,0.00002676596,0.003519772,0.8771862,0.0009955649,0.1129106,0.0000181896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6961817,0.1078576,0.1582125,0.001481446,0.0008206427,0.0004197251,0.001052844,0.0006225623,0.03335107],"genre_scores_gemma":[0.9197213,0.01515798,0.05478972,0.000445939,0.0001071366,0.0001213983,0.0006098732,0.00004840525,0.008998342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00106962,"threshold_uncertainty_score":0.003578305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762164436213006,"score_gpt":0.3140792634477084,"score_spread":0.2764576190855783,"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."}}