{"id":"W2926265287","doi":"10.48550/arxiv.1904.01119","title":"Timing of fungal spore release dictates survival during atmospheric transport","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spore; Biological dispersal; Turbulence; Environmental science; Ecology; Biology; Atmospheric sciences; Geography; Botany; Meteorology; Demography; Geology","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":[0.0002289649,0.0002370067,0.0002925782,0.0001716525,0.0005236731,0.001180468,0.0002599739,0.0004655915,0.001231335],"category_scores_gemma":[0.00167528,0.0002258744,0.0003695683,0.0002014562,0.0003161899,0.0006053076,0.0003605146,0.000707254,0.0001842127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005127703,"about_ca_system_score_gemma":0.0005548936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201248,"about_ca_topic_score_gemma":0.01051298,"domain_scores_codex":[0.9998908,0.00001718764,0.000008310213,0.00003600832,0.0000161376,0.00003149315],"domain_scores_gemma":[0.9995391,0.0002153279,0.00008369415,0.00003483632,0.00004937268,0.00007772059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003555098,0.000271068,0.2446614,0.0001463175,0.0001114278,0.0003867971,0.0002753752,0.6608421,0.08377162,0.002007634,0.0008382511,0.006332571],"study_design_scores_gemma":[0.00003989026,0.0001672841,0.09373821,0.00001872283,0.00005257071,0.0000786766,0.000291569,0.8955262,0.008688701,0.0006542889,0.0007041909,0.00003963374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998042,0.00004824015,0.0009877562,0.00004297149,0.000008702165,0.000004758667,0.0001471697,0.00002380085,0.000694587],"genre_scores_gemma":[0.9992557,0.00003396707,0.0004796498,0.000006939285,0.00000110789,0.000003609982,0.0001288011,0.000008582464,0.00008161412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01201248,"threshold_uncertainty_score":0.02388513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855422399614304,"score_gpt":0.1857721861371118,"score_spread":0.1372179621409687,"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."}}