{"id":"W4407599533","doi":"10.54846/am2025/44","title":"A comparison of two different quantitative PCR (qPCR) sampling methods in the detection of coccidiosis in Canadian farms","year":2025,"lang":"en","type":"article","venue":"AASV Annual Meeting","topic":"Coccidia and coccidiosis research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coccidiosis; Sampling (signal processing); Veterinary medicine; Real-time polymerase chain reaction; Biology; Computer science; Medicine; Genetics; Telecommunications; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001331532,0.0001084969,0.0003172206,0.0001116537,0.0001126,0.00002299899,0.0003094475,0.00006764584,0.00001643729],"category_scores_gemma":[0.0006838019,0.00004354995,0.00007979518,0.001143891,0.00005622901,0.00005595897,0.00006654276,0.000232906,7.429815e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007724031,"about_ca_system_score_gemma":0.00003257791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3516596,"about_ca_topic_score_gemma":0.7634001,"domain_scores_codex":[0.9981082,0.0007107095,0.0004380393,0.0002085079,0.0001895089,0.0003450278],"domain_scores_gemma":[0.9976983,0.001968587,0.0001090484,0.0000634326,0.0001092008,0.00005139577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003996826,0.00008333267,0.4158042,0.00002499142,0.00001131946,7.361915e-7,0.002984731,0.00007084157,0.4421086,0.0003468457,0.000005245108,0.1385191],"study_design_scores_gemma":[0.0002209994,0.0002418872,0.8364388,0.0002309448,0.00001180588,4.918549e-7,0.03324399,0.001875254,0.1263713,0.0005483577,0.000697105,0.0001190771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972578,0.0009069063,0.0001275896,0.0006302622,0.00006204363,0.0002321111,0.0000156816,0.000006337233,0.0007613251],"genre_scores_gemma":[0.9995294,0.00004170819,0.0003194701,0.00005015783,0.00001677391,0.00003010906,0.000005052603,7.394002e-7,0.000006607586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4206346,"threshold_uncertainty_score":0.6526577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08343871115374502,"score_gpt":0.4247445924269275,"score_spread":0.3413058812731825,"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."}}