{"id":"W7042488585","doi":"","title":"Population Genetic Investigation of the White-Nose Syndrome pathogen, Pseudogymonascus destructans, in North America","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epizootic; Outbreak; Population; Genotyping; Adaptation (eye); Transmission (telecommunications); Genetic variation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003727484,0.0001457404,0.0001621554,0.0007696427,0.000509836,0.0003233314,0.0002000362,0.0002355498,0.0004238108],"category_scores_gemma":[0.0005256062,0.0001562494,0.000174898,0.0006760822,0.0002217297,0.0001881471,0.0002452878,0.0002517574,0.00006820151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424127,"about_ca_system_score_gemma":0.0003368678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02051285,"about_ca_topic_score_gemma":0.04188437,"domain_scores_codex":[0.9997404,0.00004660731,0.00001088707,0.0001170137,0.00005995499,0.00002518478],"domain_scores_gemma":[0.999681,0.0000549885,0.00008010308,0.00002275061,0.0001095718,0.00005168096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007223215,0.00007563881,0.9703386,0.00001769347,0.0000734292,0.0002509666,0.001856469,0.0001263898,0.01799803,0.00007765232,0.0002717761,0.008841041],"study_design_scores_gemma":[0.000001571834,0.00003763801,0.9982356,0.000003567043,0.00001013127,0.0001485569,0.0006744874,0.0002192967,0.0002378657,0.00001778494,0.0004110265,0.000002463483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999262,0.00006431386,0.0002123616,0.00003016251,0.000003207377,0.00001077537,0.0001137683,0.000002251925,0.0003011745],"genre_scores_gemma":[0.9987046,0.0001414224,0.0005471588,0.00004540727,0.000004536955,0.00001901563,0.0002398101,0.000002602972,0.0002955222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9794872,"threshold_uncertainty_score":0.04078692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100740185864929,"score_gpt":0.1906799237885701,"score_spread":0.1796725219299208,"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."}}