{"id":"W4410796317","doi":"10.1007/s11538-025-01469-3","title":"Transmission of Multiple Pathogens Across Species","year":2025,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transmission (telecommunications); Biology; Computer science; Telecommunications","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":[0.001650662,0.0004971232,0.0007505285,0.001359682,0.000790868,0.001521919,0.001273976,0.001538983,0.004396828],"category_scores_gemma":[0.009796672,0.0004807599,0.0009472088,0.0007878341,0.001143523,0.003613259,0.001867629,0.001634911,0.0004677494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009318664,"about_ca_system_score_gemma":0.0005071998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008820426,"about_ca_topic_score_gemma":0.00056948,"domain_scores_codex":[0.9992701,0.0002290805,0.00004739383,0.0001476176,0.0002010009,0.0001047563],"domain_scores_gemma":[0.9959929,0.0021956,0.0007414437,0.0004648714,0.0003603454,0.000244794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000167866,0.0001857083,0.008965875,0.0003868848,0.0002722138,0.001201125,0.0008450172,0.0990282,0.04060433,0.789381,0.003954713,0.0550071],"study_design_scores_gemma":[0.00008375525,0.0002682413,0.01069982,0.00008071435,0.0001842608,0.002175237,0.0005065174,0.605496,0.004657705,0.369514,0.006235555,0.00009810797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6468561,0.001105401,0.3203972,0.002289231,0.0006039898,0.0001305427,0.00021209,0.0001589007,0.0282466],"genre_scores_gemma":[0.968609,0.0008910432,0.01815796,0.0001887741,0.0001813763,0.0000982186,0.00008100859,0.0000381858,0.0117545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004396828,"threshold_uncertainty_score":0.01470888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191338889181267,"score_gpt":0.2650581726971077,"score_spread":0.2531447838052951,"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."}}