{"id":"W2604390329","doi":"10.1007/s11538-017-0276-3","title":"A Malaria Transmission Model with Temperature-Dependent Incubation Period","year":2017,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Malaria; Transmission (telecommunications); Basic reproduction number; Biology; Incubation period; Reproduction; Stability theory; Mathematics; Applied mathematics; Incubation; Ecology; Demography; Physics; Computer science; Immunology; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007594298,0.0001897246,0.0007553063,0.00003983697,0.0002128753,0.00001031712,0.0002112794,0.0004422105,0.002964274],"category_scores_gemma":[0.0009944319,0.0001081724,0.0001207998,0.00001588608,0.0009631859,0.00001596856,0.00007598729,0.000310351,0.0001637512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001166766,"about_ca_system_score_gemma":0.0000411462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003026466,"about_ca_topic_score_gemma":4.256409e-7,"domain_scores_codex":[0.9987223,0.00009268693,0.0004697006,0.0003068291,0.000110277,0.0002982703],"domain_scores_gemma":[0.9987033,0.0003097908,0.0001944045,0.0005226351,0.00009655927,0.0001732799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007424096,0.0004724379,0.0003425464,0.0003701865,0.00008817481,0.00001523961,0.00009930618,0.00002222047,0.003955727,0.9930943,0.0002376408,0.0005597717],"study_design_scores_gemma":[0.002570829,0.001464531,0.001024065,0.0003643057,0.000267101,0.0003342532,0.00003922475,0.03471095,0.003416492,0.9550054,0.0005372154,0.0002656305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4519804,0.0001030293,0.362366,0.07400437,0.00005818219,0.000949856,0.00001646372,0.0001008723,0.1104209],"genre_scores_gemma":[0.9687525,0.00001926825,0.02909186,0.000506223,0.00003407769,0.00004213812,0.000009493764,0.00001539205,0.001529065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5167722,"threshold_uncertainty_score":0.9979472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150549887478188,"score_gpt":0.287142517369866,"score_spread":0.2656370184950841,"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."}}