{"id":"W3006762860","doi":"10.1073/pnas.1913752117","title":"Timing of fungal spore release dictates survival during atmospheric transport","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conseil National de la Recherche Scientifique; Agence Nationale de la Recherche; FACE Foundation","keywords":"Spore; Atmosphere (unit); Biology; Environmental science; Botany; Geography; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207889,0.00008102808,0.000182912,0.000005730266,0.0001523125,0.000006465157,0.0006050947,0.00007067959,0.0001077208],"category_scores_gemma":[0.0002123721,0.00003026133,0.00009937509,0.0007666177,0.0004653386,0.0002306952,0.00007611662,0.0001208747,0.000001061685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009067705,"about_ca_system_score_gemma":0.000009866793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001753077,"about_ca_topic_score_gemma":5.241993e-7,"domain_scores_codex":[0.9987133,0.000005962945,0.0003126469,0.0002048757,0.0006168442,0.0001463633],"domain_scores_gemma":[0.9993647,0.0001075504,0.0003273929,0.000002301764,0.0001421252,0.00005590174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004000003,0.00003354293,0.2101234,0.00004999567,0.000009342929,2.231464e-8,0.0002285389,0.00003918845,0.7864848,0.002526314,0.00005751329,0.0004073673],"study_design_scores_gemma":[0.00008957049,0.0001012309,0.8383431,0.00002549971,0.000009813693,0.000002462108,0.0004290224,0.0005214592,0.1588677,0.001444442,0.0000985902,0.00006707997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992095,0.00006366013,5.19333e-8,0.005050844,0.00001443385,0.00009400235,0.00002439551,0.00001239988,0.002645226],"genre_scores_gemma":[0.9993896,0.00002220582,0.0002298174,0.0001972465,0.0001092179,0.000002531818,3.222613e-7,5.49255e-7,0.00004850369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6282197,"threshold_uncertainty_score":0.1714559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560778729358531,"score_gpt":0.2469119308173924,"score_spread":0.2013041435238071,"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."}}