{"id":"W2047089531","doi":"10.1079/ber2004331","title":"Probability models to facilitate a declaration of pest-free status, with special reference to tsetse (Diptera: Glossinidae)","year":2005,"lang":"en","type":"article","venue":"Bulletin of Entomological Research","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific","funders":"","keywords":"Biology; PEST analysis; Population; Statistics; Glossinidae; Null hypothesis; Declaration; Ecology; Toxicology; Demography; Mathematics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00653711,0.002409776,0.001467019,0.002287824,0.0009081418,0.002662076,0.003584561,0.002321264,0.02125808],"category_scores_gemma":[0.02980428,0.001164751,0.002534771,0.00190494,0.001149012,0.003288083,0.002230264,0.004979424,0.005867157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786972,"about_ca_system_score_gemma":0.002030683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006048264,"about_ca_topic_score_gemma":0.006444401,"domain_scores_codex":[0.9966024,0.001689418,0.0003474051,0.0004422309,0.0007008135,0.0002176908],"domain_scores_gemma":[0.9696096,0.0247211,0.002167989,0.001588075,0.001654807,0.0002584466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009693373,0.0001365736,0.003699089,0.0003105645,0.0001953701,0.0004157843,0.0003825965,0.4945908,0.001452398,0.4150704,0.01652391,0.0671257],"study_design_scores_gemma":[0.0000333361,0.00009757657,0.0005669766,0.00007772548,0.00008420366,0.0003240885,0.00007260637,0.7722014,0.0009587515,0.1928487,0.03264691,0.00008779609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0011319,0.0001704287,0.9942623,0.0002761249,0.00007677745,0.0001094344,0.0006175272,0.0009238682,0.002431586],"genre_scores_gemma":[0.0806023,0.001362431,0.8915045,0.0004449821,0.000365309,0.002344547,0.002826733,0.0008212218,0.01972802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02125808,"threshold_uncertainty_score":0.07111537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1811835378074446,"score_gpt":0.3394323381895729,"score_spread":0.1582488003821283,"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."}}