{"id":"W3163519925","doi":"10.5194/acpd-11-14495-2011","title":"Quantification of the volatility of secondary organic compounds in ultrafine particles during nucleation events","year":2011,"lang":"en","type":"article","venue":"","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Division of Chemistry; Natural Sciences and Engineering Research Council of Canada; Helsingin Yliopisto; Camille and Henry Dreyfus Foundation; National Science Foundation","keywords":"Volatility (finance); Nucleation; Ultrafine particle; Econometrics; Chemistry; Materials science; Economics; Nanotechnology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001810508,0.00005079462,0.00009037679,0.00004753707,0.00004554693,0.000003896059,0.000126685,0.00002489113,0.005335883],"category_scores_gemma":[0.00005634451,0.0000374202,0.00003210338,0.0003141573,0.00007081358,0.0002628256,0.000007385558,0.00006442558,0.00004081088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005757967,"about_ca_system_score_gemma":0.00002384871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166278,"about_ca_topic_score_gemma":0.006366585,"domain_scores_codex":[0.9992375,0.00008270844,0.0003543771,0.0001044112,0.0001310609,0.00008987624],"domain_scores_gemma":[0.9995054,0.00006480225,0.0001545673,0.000194263,0.00005767854,0.00002329943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003757668,0.00005277358,0.8502714,0.00001120394,0.000004829958,6.407595e-8,0.0007100452,0.000133682,0.1477848,0.00004323059,0.000006715067,0.0009436967],"study_design_scores_gemma":[0.0001349122,0.00001546771,0.7371426,0.000009979187,0.000003893821,0.000001037095,0.0003705235,0.003728213,0.2583017,0.0002559571,0.000007135868,0.00002863532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979035,0.00001153604,0.00003248354,0.00007275344,0.00009297437,0.0001178714,0.00001483091,0.00001360813,0.001740425],"genre_scores_gemma":[0.9996564,0.000002862266,0.000260672,0.000009478433,0.00000326319,3.650582e-7,0.000005286507,0.000001968561,0.0000597084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131288,"threshold_uncertainty_score":0.9955734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102566856145262,"score_gpt":0.219004166001596,"score_spread":0.1879784974401434,"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."}}