{"id":"W3165323345","doi":"10.1051/e3sconf/202125804038","title":"Integrated methods of combating sheep ectoparasites","year":2021,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infestation; Productivity; Biology; Toxicology; Veterinary medicine; Zoology; Agronomy; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004582889,0.000076439,0.0002369971,0.0000145044,0.00005287946,0.00002714847,0.0001943475,0.00005928957,0.005661823],"category_scores_gemma":[0.0004219409,0.00002793556,0.0000696864,0.0004104898,0.0001181107,0.00004286549,0.00005281371,0.0001028016,0.000004645705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003515476,"about_ca_system_score_gemma":0.0001965654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006955329,"about_ca_topic_score_gemma":0.000780096,"domain_scores_codex":[0.9990048,0.0002811845,0.0002401212,0.0001344077,0.0001854136,0.0001540839],"domain_scores_gemma":[0.9984097,0.001020924,0.00009761588,0.00004159438,0.0003873611,0.00004274009],"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":[0.00001082013,0.00004018047,0.07104994,0.00001476659,0.00001493135,0.00000217195,0.00005077559,0.000001188242,0.8029976,0.00701569,0.00004906048,0.1187528],"study_design_scores_gemma":[0.00009895785,0.0002727692,0.2001615,0.00008838154,0.00001202475,0.000004527452,0.001214989,0.0008607994,0.7871436,0.004076986,0.005946258,0.0001191805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578871,0.0004090811,0.00004290288,0.0002478536,0.0000626601,0.0000480485,0.00001870514,0.00001391848,0.04126978],"genre_scores_gemma":[0.9973244,0.00006954929,0.002295758,0.00001803232,0.00004143594,0.000002668538,0.00003374417,3.430855e-7,0.0002140333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1291115,"threshold_uncertainty_score":0.9952471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08002145489516174,"score_gpt":0.35567430391724,"score_spread":0.2756528490220782,"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."}}