{"id":"W4244559752","doi":"10.5194/acpd-10-24621-2010","title":"The ice nucleation ability of one of the most abundant types of fungal spores found in the atmosphere","year":2010,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Spore; Ice nucleus; Cladosporium; Nucleation; Botany; Biology; Chemistry; Penicillium","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001269751,0.0001741271,0.000105383,0.0001676945,0.0001291626,0.0002272612,0.00009088808,0.000103729,0.0005603833],"category_scores_gemma":[0.0002062975,0.00005622034,0.0001124154,0.0001064909,0.0001330221,0.0001439551,0.0001493376,0.000185903,0.000122671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565177,"about_ca_system_score_gemma":0.0000632538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489771,"about_ca_topic_score_gemma":0.002197472,"domain_scores_codex":[0.9999093,0.000006808349,0.000003214009,0.00003010483,0.00003295888,0.00001755359],"domain_scores_gemma":[0.9998962,0.00002761005,0.00002247314,0.000007631786,0.00002767725,0.00001840953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004590821,0.00001536186,0.01194409,0.00002618065,0.000007756645,0.00002077186,0.00002397066,0.0001559319,0.9859428,0.00005483187,0.00004261738,0.001719738],"study_design_scores_gemma":[0.000004195113,0.0001616637,0.1990034,0.00000785532,0.00001608024,0.0001348844,0.00005753395,0.003431451,0.7956644,0.00006433832,0.001446726,0.000007487719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99767,0.0003170207,0.0008241985,0.000005709323,0.000005303273,0.000005981972,0.0002865243,0.000006106626,0.0008790914],"genre_scores_gemma":[0.9988122,0.0001156696,0.0004512584,0.000004149867,0.000001364708,0.000002741411,0.0003300523,0.000003341639,0.0002793917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002489771,"threshold_uncertainty_score":0.004950523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330807385519438,"score_gpt":0.2148805792595043,"score_spread":0.2015725054043099,"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."}}