{"id":"W2801811264","doi":"10.3382/ps/pey124","title":"Evaluation of autofluorescent Eimeria maxima oocysts as a potential indicator of non-viability when enumerating oocysts","year":2018,"lang":"en","type":"article","venue":"Poultry Science","topic":"Coccidia and coccidiosis research","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Eimeria maxima; Eimeria; Coccidiosis; Biology; Eimeria acervulina; Microbiology; Enumeration; Food science; Veterinary medicine; Chemistry; Mathematics; Medicine; Discrete mathematics","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":[0.0003798889,0.0004215437,0.0003783078,0.0004242469,0.0002095418,0.0003201362,0.0001841401,0.0003854728,0.0007944457],"category_scores_gemma":[0.0003377322,0.0001616879,0.0002095873,0.0001589351,0.000295674,0.0002733128,0.0002080737,0.0006090248,0.0001709337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822517,"about_ca_system_score_gemma":0.0001338972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006110665,"about_ca_topic_score_gemma":0.001466259,"domain_scores_codex":[0.9996852,0.00004506148,0.00002967795,0.00008598153,0.00009452748,0.00005964122],"domain_scores_gemma":[0.9994928,0.0001255084,0.0001363519,0.00003437663,0.000138623,0.00007246037],"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":[0.0001516524,0.00009601494,0.002907037,0.00006343199,0.000005143745,0.00004010121,0.00006976934,0.00002638966,0.9954789,0.00001918747,0.00001278029,0.00112966],"study_design_scores_gemma":[0.00001267175,0.003286259,0.1275053,0.00002054555,0.00004513319,0.0003010489,0.0002076487,0.001073989,0.8666133,0.00006213152,0.0008575184,0.00001443058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965872,0.0005319859,0.001917303,0.00001594845,0.00001501007,0.00005279897,0.000177743,0.00002687639,0.0006751649],"genre_scores_gemma":[0.9902781,0.0004988729,0.006127038,0.00003258997,0.00001342842,0.0001221336,0.000471382,0.00001390789,0.002442527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007944457,"threshold_uncertainty_score":0.002657652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766671874974093,"score_gpt":0.3110881356284437,"score_spread":0.2834214168787028,"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."}}