{"id":"W4388867849","doi":"10.47749/t/unicamp.2020.1164622","title":"Lagrangian and molecular approaches for the thermophoretic phenomenon","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Lagrangian; Statistical physics; Phenomenon; Entropy (arrow of time); Principle of maximum entropy; Physics; Mathematics; Theoretical physics; Thermodynamics; Statistics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007540337,0.0005637188,0.0004927064,0.001410251,0.0005436277,0.001071887,0.0006167103,0.0007672065,0.004247601],"category_scores_gemma":[0.0008377715,0.0003228087,0.0005395856,0.0008251062,0.001828206,0.001885932,0.001004531,0.00182303,0.0008722994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092771,"about_ca_system_score_gemma":0.0008314367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008630345,"about_ca_topic_score_gemma":0.001145895,"domain_scores_codex":[0.9997101,0.00007251698,0.00001138404,0.00004948668,0.0001312661,0.00002516195],"domain_scores_gemma":[0.9997724,0.0001284115,0.00002226338,0.00002424424,0.00003596761,0.00001673916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001475766,0.00004270144,0.00007758098,0.0002260895,0.00001456374,0.00004571664,0.0001254958,0.01015853,0.01516705,0.9437732,0.002250238,0.02810409],"study_design_scores_gemma":[0.00001945558,0.0000834945,0.0007929931,0.0001320827,0.00001968075,0.0002370414,0.0001027867,0.118528,0.02044842,0.7624531,0.09711206,0.00007087789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01805107,0.06422178,0.8353111,0.004298086,0.001130262,0.0001242909,0.0002633384,0.0002486565,0.07635134],"genre_scores_gemma":[0.3920563,0.09194079,0.3929294,0.001619788,0.001846041,0.0006385106,0.0004235341,0.0003965468,0.1181491],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004247601,"threshold_uncertainty_score":0.01420963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548696482031276,"score_gpt":0.2161817417448876,"score_spread":0.2006947769245749,"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."}}