{"id":"W4210914410","doi":"10.5194/acp-2022-74","title":"Viscosity and physical state of sucrose mixed with ammonium sulfate droplets","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Ministry of Science and ICT, South Korea; Environment and Climate Change Canada; National Research Foundation of Korea; Alfred P. Sloan Foundation; National Research Foundation; Government of Canada","keywords":"Viscosity; Ammonium sulfate; Ternary operation; Chemistry; Aerosol; Relative humidity; Sucrose; Sulfate; Analytical Chemistry (journal); Chromatography; Thermodynamics; Organic chemistry","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":[0.0001374059,0.0002859459,0.0001763543,0.0002333812,0.0002050012,0.0003234368,0.0001698549,0.0001862504,0.0009110998],"category_scores_gemma":[0.0003012711,0.0001124624,0.0001596707,0.0001701923,0.0002437508,0.0003765028,0.0001761235,0.0005711061,0.0001450682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000324937,"about_ca_system_score_gemma":0.0001885404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002210542,"about_ca_topic_score_gemma":0.001312092,"domain_scores_codex":[0.9998684,0.00001119923,0.000008935361,0.00003525248,0.00005161666,0.0000245371],"domain_scores_gemma":[0.9998839,0.00001779475,0.00003491616,0.000005752112,0.00003621566,0.00002140255],"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":[0.00004835494,0.000008489257,0.001181355,0.0000279515,0.000008669655,0.00004608512,0.00004389515,0.0001287,0.9975846,0.00007868816,0.00004853277,0.0007946935],"study_design_scores_gemma":[0.000008493648,0.00009683946,0.01520666,0.000009842464,0.00002126629,0.00006143644,0.00009744626,0.004847362,0.9786537,0.00004888293,0.0009208178,0.00002723614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977275,0.0004080745,0.0007582151,0.00003072884,0.00002613512,0.00001139973,0.0002475893,0.00003187584,0.0007585135],"genre_scores_gemma":[0.9977562,0.0002530383,0.0009674605,0.00003204583,0.000009960964,0.00001417431,0.0003079105,0.00001436316,0.0006447418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002210542,"threshold_uncertainty_score":0.004395366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009255126161185984,"score_gpt":0.2063736934598989,"score_spread":0.1971185672987129,"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."}}