{"id":"W2884450783","doi":"10.4172/2090-4568.1000177","title":"Comparison of Classical Nucleation Theory and Modern Theory of Phase Transition","year":2017,"lang":"en","type":"article","venue":"Journal of Advanced Chemical Engineering","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nucleation; Classical nucleation theory; Transition state theory; Phase transition; Transition (genetics); Theoretical physics; Thermodynamics; Physics; Classical mechanics; Chemistry","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":[0.0002219177,0.00005914494,0.0001958454,0.00004701221,0.00003311903,0.00001361817,0.0000993286,0.00003520458,0.00007363069],"category_scores_gemma":[0.0002705544,0.00005128171,0.00005199548,0.00002800536,0.00007975092,0.0004191057,0.000004574549,0.0001377082,7.981156e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005205075,"about_ca_system_score_gemma":0.000009386424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000125207,"about_ca_topic_score_gemma":6.019006e-7,"domain_scores_codex":[0.9993734,0.00001951754,0.0003373053,0.00005592447,0.0001396623,0.00007424243],"domain_scores_gemma":[0.9991933,0.000263084,0.000317024,0.00009035894,0.00007284032,0.00006346952],"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":[0.0004452863,0.00005410257,0.0007168782,0.00002484552,0.00002331486,0.00000120849,0.0005319355,0.0879467,0.8499295,0.0003479026,0.000003223794,0.05997517],"study_design_scores_gemma":[0.001337395,0.0002477076,0.009735006,0.0001471142,0.00005255154,0.00002632318,0.0003892676,0.2215918,0.7629064,0.003371253,0.00009682114,0.00009832346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693509,0.0001602811,0.03019498,0.00007798266,0.00009041602,0.00002876739,0.000009032257,0.000005375854,0.00008228678],"genre_scores_gemma":[0.9953085,0.00001337278,0.004633395,0.000004922163,0.00003123344,8.129213e-8,0.000001687327,0.000003261579,0.000003564896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1336451,"threshold_uncertainty_score":0.2091208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632115141270506,"score_gpt":0.2873471840285967,"score_spread":0.2710260326158916,"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."}}