{"id":"W2150818258","doi":"10.1016/j.crme.2011.03.008","title":"Thermodiffusion: From microgravity experiments to the initial state of petroleum reservoirs","year":2011,"lang":"en","type":"article","venue":"Comptes Rendus Mécanique","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ternary operation; Dodecane; Methane; Butane; Petroleum; Mechanics; Materials science; Petroleum engineering; Molecular dynamics; Amplitude; Thermodynamics; Geology; Chemistry; Physics; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001220822,0.000153841,0.0001791721,0.00008893813,0.00005807716,0.000017931,0.0003902252,0.00007794768,0.0009807247],"category_scores_gemma":[0.00002102368,0.0001284304,0.00006180724,0.0001273223,0.00004085806,0.00008779037,0.0001059787,0.0002377136,0.00006228815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006018321,"about_ca_system_score_gemma":0.00001680237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009176073,"about_ca_topic_score_gemma":0.0001321956,"domain_scores_codex":[0.9991345,0.00006943782,0.0002712101,0.0001671737,0.0001773883,0.0001802506],"domain_scores_gemma":[0.9992942,0.00007419544,0.00005474036,0.0004344959,0.00007051625,0.000071918],"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":[0.0002990849,0.0004618198,0.004016785,0.00006679054,0.0003619254,0.00003603378,0.0134536,0.001680598,0.7779279,0.0007605838,0.1452829,0.05565197],"study_design_scores_gemma":[0.0001757128,0.00008863764,0.01192182,0.00004355087,0.000008709339,0.000003083018,0.0001169236,0.001654103,0.972824,0.001554348,0.01140693,0.0002021239],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658688,0.0004193363,0.02235281,0.0001213413,0.0004508948,0.000319372,0.0001004529,0.0004727461,0.00989419],"genre_scores_gemma":[0.9925843,0.00006809215,0.00694327,0.0001167422,0.00007040118,0.00009324615,0.00001944606,0.00003345191,0.00007101339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1948962,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468871508929978,"score_gpt":0.2718122449818917,"score_spread":0.2249250940888939,"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."}}