{"id":"W2097314375","doi":"10.5194/acp-12-1189-2012","title":"Deposition nucleation on mineral dust particles: a case against classical nucleation theory with the assumption of a single contact angle","year":2012,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleation; Contact angle; Classical nucleation theory; Ice nucleus; Deposition (geology); Illite; Chemistry; Surface (topology); Mineralogy; Materials science; Thermodynamics; Physics; Geometry; Geology; Clay minerals; Mathematics","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":[0.002982578,0.000304894,0.0006187836,0.0004909416,0.0004541828,0.0009603396,0.001183712,0.0006333397,0.0004035613],"category_scores_gemma":[0.005911186,0.0003807267,0.0006884142,0.0002836748,0.00157935,0.001328205,0.0005941245,0.0007186548,0.00009122836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645859,"about_ca_system_score_gemma":0.0004892521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005266445,"about_ca_topic_score_gemma":0.004923623,"domain_scores_codex":[0.9989226,0.0001728091,0.00004979732,0.0002705179,0.0004888427,0.00009538368],"domain_scores_gemma":[0.9968071,0.002284877,0.0002174836,0.0003695973,0.0002475707,0.00007345404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00175084,0.000499143,0.1653522,0.001923019,0.0005716915,0.003253059,0.0008092694,0.3540871,0.2084748,0.1959653,0.002318946,0.06499466],"study_design_scores_gemma":[0.0001275329,0.0003238363,0.03412184,0.00005620454,0.00007254488,0.0007752392,0.0001680587,0.8315538,0.08362968,0.04685461,0.002236455,0.00008020635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807779,0.002202521,0.1101174,0.0009586581,0.0001844012,0.00007569094,0.0001384538,0.0001513609,0.005393588],"genre_scores_gemma":[0.9951482,0.000284155,0.004227089,0.00006377474,0.00002513226,0.00001462216,0.00002682047,0.000004309706,0.0002058935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005266445,"threshold_uncertainty_score":0.01577353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085881096968601,"score_gpt":0.1959323217695973,"score_spread":0.1850735107999112,"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."}}