{"id":"W4412039994","doi":"10.3390/biology14070808","title":"Population Estimation and Demographic Characteristics of Free-Roaming Dogs on Kasetsart University Kamphaeng Saen Campus, Thailand: Implications for Rabies Control","year":2025,"lang":"en","type":"article","venue":"Biology","topic":"Rabies epidemiology and control","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Prince Edward Island","funders":"Faculty of Veterinary Medicine, Kasetsart University; Global Affairs Canada; Kasetsart University","keywords":"Demography; Population; Population size; Rabies; Evening; Biology; Morning; Census; Veterinary medicine; Logistic regression; Geography; Statistics; Socioeconomics; Mathematics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000329021,0.0001266365,0.0004040849,0.0001906981,0.0002568174,0.000002691583,0.0001482387,0.0003661325,0.000008389922],"category_scores_gemma":[0.0006281809,0.0001160542,0.00007622676,0.00009080807,0.0002771055,0.00004052844,0.00003552041,0.0001206953,0.000002739633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002244808,"about_ca_system_score_gemma":0.00002765773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353332,"about_ca_topic_score_gemma":0.0001121027,"domain_scores_codex":[0.9989588,0.0002956362,0.0002839992,0.0002526373,0.000006450806,0.0002024549],"domain_scores_gemma":[0.99809,0.001363464,0.0002174369,0.0002456142,0.00007037773,0.00001310721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006810148,0.00005217094,0.8167085,0.00003391147,0.0002801877,1.555507e-7,0.00003634487,0.00001317145,0.02810986,0.1318535,0.0007421072,0.02148913],"study_design_scores_gemma":[0.002633072,0.0002151836,0.9801438,0.0000270683,0.0001563324,0.000005027453,0.00003676181,0.0001982726,0.0002579767,0.01150751,0.004706175,0.0001127646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659423,0.0008971631,0.02859398,0.002778977,0.0003912668,0.0005351549,0.0006674589,0.00005254365,0.0001411874],"genre_scores_gemma":[0.9983864,0.000100949,0.000229643,0.0003437234,0.00001551661,0.00002303053,0.0007285168,0.000004607863,0.0001675596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634354,"threshold_uncertainty_score":0.4732552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00825974829195689,"score_gpt":0.2478266394825781,"score_spread":0.2395668911906212,"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."}}