{"id":"W4387848156","doi":"10.1016/j.scitotenv.2023.167980","title":"Significant impact of water-soluble organic matter on hygroscopicity of fine particles under low relative humidity condition","year":2023,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"National Natural Science Foundation of China","keywords":"Relative humidity; Organic matter; Environmental chemistry; Environmental science; Chemistry; Organic chemistry; Meteorology; 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":[0.00005761384,0.0001876195,0.0001239864,0.0001018113,0.0002050916,0.0001753537,0.0001178171,0.0001722735,0.001742274],"category_scores_gemma":[0.0001634069,0.00009134675,0.0001709523,0.00007018805,0.0001793232,0.000206995,0.0001341061,0.000213311,0.0001659052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015092,"about_ca_system_score_gemma":0.0001009113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002876483,"about_ca_topic_score_gemma":0.003381139,"domain_scores_codex":[0.9999219,0.000005360687,0.00000277675,0.00002230129,0.00001988001,0.00002776041],"domain_scores_gemma":[0.9998968,0.00003374234,0.00001598908,0.00000750293,0.00002453139,0.0000215097],"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":[0.0002267702,0.00002171981,0.003064197,0.00004121597,0.00001151398,0.0001296942,0.0000410974,0.0002112383,0.9949524,0.00003477747,0.00006564528,0.001199721],"study_design_scores_gemma":[0.0000080126,0.0002631457,0.09165853,0.000004531486,0.00002055626,0.00008988287,0.0001883974,0.002460985,0.904725,0.00005144074,0.0005154699,0.00001411102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988722,0.0002466185,0.0001395022,0.00001623956,0.00001470414,0.000002958234,0.0001361432,0.000008545162,0.0005631525],"genre_scores_gemma":[0.9994226,0.00008184429,0.00006351891,0.00000956048,0.000003584996,0.000001843333,0.000097152,0.000002759743,0.0003171391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002876483,"threshold_uncertainty_score":0.0058285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354878878945577,"score_gpt":0.2141921595613268,"score_spread":0.2006433707718711,"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."}}