{"id":"W4401976960","doi":"10.3126/npijst.v1i1.68946","title":"A Case Study on Demodicosis in Golden Retriever","year":2024,"lang":"en","type":"article","venue":"NPI Journal of Science and Technology.","topic":"Plant Physiology and Cultivation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demodicosis; Labrador Retriever; Dermatology; Medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003687933,0.001343883,0.001184229,0.002206929,0.002633128,0.001396551,0.0008373297,0.003512016,0.002851499],"category_scores_gemma":[0.001357613,0.0009213164,0.0008846254,0.0009585859,0.001315134,0.001551486,0.001299599,0.001931362,0.0009079138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009305713,"about_ca_system_score_gemma":0.0005977283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002981713,"about_ca_topic_score_gemma":0.003833603,"domain_scores_codex":[0.9993117,0.00006803322,0.00007357198,0.0002109985,0.0001101901,0.0002254555],"domain_scores_gemma":[0.999391,0.0001103921,0.0001371166,0.00005138823,0.00007064568,0.0002394261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003419448,0.00007312346,0.006888582,0.00003887545,0.00000756053,0.9901583,0.0005631975,0.00002312708,0.001130299,0.00009036159,0.0002051835,0.0007872922],"study_design_scores_gemma":[0.0000073274,0.0001277586,0.005725865,0.0000207315,0.00001194465,0.9922681,0.0004205529,0.00007988935,0.0002752092,0.00007395114,0.0009806866,0.00000793695],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798497,0.007246812,0.001391386,0.001672842,0.0003701254,0.0001836097,0.0001968002,0.00006967662,0.009018954],"genre_scores_gemma":[0.9927248,0.002626558,0.0007735038,0.0008232194,0.0004854628,0.00001705405,0.0001170157,0.00001398217,0.002418384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003512016,"threshold_uncertainty_score":0.009539187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225946770305992,"score_gpt":0.2643623298242261,"score_spread":0.2321028621211662,"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."}}