{"id":"W2516191469","doi":"","title":"Ice Nucleating Abilities of Coastal and Sea Surface Microlayer Aerosol Particles","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aerosol; Environmental science; Sea ice; Oceanography; Climatology; Meteorology; Geology; Geography","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":[0.0002555377,0.0002554744,0.0001816369,0.0004115125,0.000408096,0.000547287,0.000150662,0.0001833498,0.001577099],"category_scores_gemma":[0.0003896616,0.0001118003,0.0002989458,0.0001406573,0.000157927,0.000372594,0.0003603943,0.0002124291,0.0002686992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569116,"about_ca_system_score_gemma":0.0001570773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004801978,"about_ca_topic_score_gemma":0.002771067,"domain_scores_codex":[0.9998945,0.000008928336,0.000006125842,0.00003696512,0.00002104212,0.00003247172],"domain_scores_gemma":[0.9997727,0.00007627383,0.00002399081,0.00001244336,0.00005987613,0.00005479785],"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":[0.001823533,0.00009007127,0.1708896,0.0001533456,0.0001309098,0.0002089109,0.0005166982,0.001847076,0.8065334,0.0005078397,0.0002388658,0.01705968],"study_design_scores_gemma":[0.00003712546,0.0006565106,0.434111,0.00001576857,0.000147585,0.0002284025,0.000935313,0.006449008,0.5546385,0.0002612644,0.002490978,0.00002859424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980271,0.0002883437,0.0001112227,0.000006448593,0.000005169483,0.000006081632,0.0001597739,0.000003748661,0.001392173],"genre_scores_gemma":[0.9988696,0.0001376372,0.0001209846,0.000006317909,0.000006160441,0.000003520378,0.0002939466,0.000002919546,0.0005587872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004801978,"threshold_uncertainty_score":0.009548068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188477463594892,"score_gpt":0.2022188792133998,"score_spread":0.1903341045774509,"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."}}