{"id":"W2027285664","doi":"10.1007/s10393-014-0929-8","title":"The Bleating Heart","year":2014,"lang":"en","type":"article","venue":"EcoHealth","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Animal ecology; Public health; Medicine; Zoology; Biology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00171049,0.00005111713,0.0001268993,0.00002517738,0.0005194789,0.000008561711,0.00005614344,0.00005532486,0.0001612383],"category_scores_gemma":[0.0005768999,0.00003116838,0.00002892775,0.00008559495,0.00006657264,0.00001736264,0.00002254494,0.0003271245,0.00150986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003932017,"about_ca_system_score_gemma":0.0001923222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007552055,"about_ca_topic_score_gemma":0.000009329263,"domain_scores_codex":[0.9989936,0.0001707811,0.0001629213,0.0001247119,0.0001484124,0.0003995849],"domain_scores_gemma":[0.9989367,0.0005175033,0.00002931618,0.0002297634,0.00007604919,0.0002106279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009605822,0.0003167201,0.7755845,0.001320181,0.00003510432,0.00001954306,0.0003085396,0.000002038745,0.0003644529,0.02129403,0.1019777,0.09781653],"study_design_scores_gemma":[0.0007454943,0.002180756,0.5952638,0.00007647346,0.000004849527,0.000192523,0.00004690726,0.002409733,0.0001089057,0.0007426044,0.3981638,0.00006421774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884374,0.000407656,0.00002844627,0.02938348,0.0005234698,0.0003979152,6.172132e-7,0.00006129112,0.08482317],"genre_scores_gemma":[0.9878657,0.00006721583,0.0003994284,0.00327514,0.0005585621,0.0000154857,0.000002567644,0.00001002939,0.007805863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.296186,"threshold_uncertainty_score":0.9992676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295282498022585,"score_gpt":0.534538305469131,"score_spread":0.4050100556668724,"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."}}