{"id":"W4292641250","doi":"10.1063/5.0105208","title":"The dynamics of metal nanoparticles on a supporting interacting substrate","year":2022,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Substrate (aquarium); Chemical physics; Molecular dynamics; Catalysis; Nanoparticle; Reactivity (psychology); Chemistry; Graphene; Materials science; Nanotechnology; Computational 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007900422,0.00006484122,0.0001194235,0.00001450715,0.0002413101,0.00002583725,0.0003305147,0.000008625569,0.0002353505],"category_scores_gemma":[0.0001595535,0.00003672288,0.00009612631,0.0001925742,0.0001097857,0.0001642321,0.00002696345,0.0003906156,0.00001117026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001880916,"about_ca_system_score_gemma":0.00003863491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004278836,"about_ca_topic_score_gemma":0.0000152767,"domain_scores_codex":[0.9988319,0.0001537329,0.0004324992,0.00004845925,0.0003794592,0.0001539404],"domain_scores_gemma":[0.997712,0.001416123,0.0006281429,0.0001199614,0.00008138257,0.00004239438],"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":[0.001224701,0.0002110359,0.01213126,0.00001041956,0.000211325,0.00001176566,0.00290826,0.12912,0.8033658,0.001538106,0.0008002658,0.04846702],"study_design_scores_gemma":[0.0004145169,0.0004703356,0.003078713,0.00002648949,0.0001235382,0.0001848092,0.009837512,0.09507201,0.8804832,0.009495653,0.0006640244,0.0001492228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978706,0.00003801469,0.00002671839,0.001372395,0.0002461488,0.00004117397,0.0000145784,0.000004919103,0.0003854858],"genre_scores_gemma":[0.9997587,0.000004454208,0.0000615201,0.0000798237,0.00006462362,2.130597e-7,0.000002642122,0.000003492294,0.00002448251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07711733,"threshold_uncertainty_score":0.2576922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869004593262931,"score_gpt":0.2551670107811269,"score_spread":0.2364769648484976,"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."}}