{"id":"W2036675911","doi":"10.1039/b606635f","title":"Analysis of chemical kinetics at the gas-aqueous interface for submicron aerosols","year":2006,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Kinetics; Aqueous solution; Interface (matter); Chemical kinetics; Chemistry; Chemical engineering; Materials science; Environmental chemistry; Physical chemistry; Physics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005558507,0.0002291341,0.0004007242,0.00001211191,0.00006365685,0.00003817391,0.0003581345,0.00008131763,0.0004141276],"category_scores_gemma":[0.00006377302,0.0001804746,0.0004243868,0.0005841252,0.0004041067,0.00009316263,0.00005253945,0.0001978853,0.00005823412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004389512,"about_ca_system_score_gemma":0.00001795339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001435709,"about_ca_topic_score_gemma":0.00001603631,"domain_scores_codex":[0.9985481,0.00001778977,0.0003736133,0.0003861512,0.0003138845,0.0003604513],"domain_scores_gemma":[0.998455,0.0006857145,0.0002092402,0.0004102845,0.0001381638,0.0001016196],"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":[0.00009124778,0.0002271031,0.001507839,0.00003081815,0.0001504119,3.347602e-7,0.00005236933,0.008066159,0.9875147,0.00001921833,0.001023391,0.001316443],"study_design_scores_gemma":[0.0002270106,0.00001887436,0.0003629427,0.000007062501,0.0004259314,0.000001682267,0.00002328949,0.05126795,0.9457867,0.001059892,0.0006217501,0.0001969234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966925,0.00005276657,0.000421554,0.0002821081,0.00003316555,0.0001599315,0.0004578322,0.00004942366,0.001850671],"genre_scores_gemma":[0.998607,0.000001291665,0.0002133023,0.00004424995,0.0003306794,0.00000733737,0.0006101319,0.00001216305,0.0001738631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04320179,"threshold_uncertainty_score":0.7359542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150543047658713,"score_gpt":0.2401371475609419,"score_spread":0.2286317170843547,"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."}}