{"id":"W4411660156","doi":"10.51847/jvxy6zlwvn","title":"10.51847/JvxY6ZLWvN","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Veterinary medicine and infectious diseases","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pneumonia; Medicine; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007864353,0.0001608451,0.0001810567,0.00008169829,0.00009041015,0.00002488607,0.000164741,0.00004993049,0.9982203],"category_scores_gemma":[0.0000342843,0.0001498762,0.00008152096,0.0001851156,0.00003300551,0.0001336393,0.00004134385,0.00007919575,0.9920041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003144093,"about_ca_system_score_gemma":0.00002408481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004890584,"about_ca_topic_score_gemma":4.546269e-8,"domain_scores_codex":[0.9990661,0.00005097891,0.0001789197,0.0002502778,0.0001630268,0.0002907332],"domain_scores_gemma":[0.999332,0.00003557002,0.00002036011,0.0003572009,0.00003196159,0.0002229406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006820727,0.0001777323,0.00000216227,0.00001728981,0.0000316429,0.0002875921,0.00002401923,0.00001226636,0.0006110692,0.000001279085,0.2143152,0.7838377],"study_design_scores_gemma":[0.0003182658,0.002824062,0.0003761278,0.00002673075,0.00002568756,0.0003491507,0.000001436352,0.00007192142,0.000007015167,0.000002608207,0.9958015,0.0001954769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1135473,0.00006144901,3.603193e-7,0.0001723684,0.000006220646,0.0001685212,0.00001858787,0.0002855094,0.8857397],"genre_scores_gemma":[0.0368569,6.476373e-7,0.00003018843,0.0003278442,0.0003001138,0.00003641906,0.00002403689,0.00003245145,0.9623914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7836422,"threshold_uncertainty_score":0.6111775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367972149707975,"score_gpt":0.2558396712428705,"score_spread":0.2321599497457907,"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."}}