{"id":"W2149283045","doi":"10.1039/c3sm52034j","title":"Dynamic wetting model for the isotropic-to-nematic transition over a flat substrate","year":2014,"lang":"en","type":"article","venue":"Soft Matter","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Basic Energy Sciences; Foreign Affairs and International Trade Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Wetting transition; Wetting; Phase transition; Materials science; Contact angle; Isotropy; Phase (matter); Liquid crystal; Supercooling; Thermodynamics; Mechanics; Condensed matter physics; Optics; Chemistry; Composite material; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004544581,0.0001220555,0.000128292,0.00003979062,0.0001800315,0.000132643,0.0002769991,0.0000299258,0.0005503768],"category_scores_gemma":[0.00007949804,0.00008395917,0.000056713,0.00006593131,0.00004753446,0.0002585113,0.00005437169,0.00006980719,0.0008583099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005927966,"about_ca_system_score_gemma":0.00002170643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001186189,"about_ca_topic_score_gemma":0.0000356595,"domain_scores_codex":[0.9987437,0.0000476313,0.0002091737,0.0002563945,0.0003099467,0.0004332011],"domain_scores_gemma":[0.9992936,0.0002037478,0.00005134706,0.0003162712,0.0000553451,0.00007964873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007499738,0.00001648265,0.00004336198,0.0001747925,0.000007594095,5.483421e-7,0.0007191779,0.01230299,0.9841849,0.0001667848,0.001904071,0.0004043666],"study_design_scores_gemma":[0.0005193705,0.00007470721,0.0005732346,0.00006664453,0.00001773568,0.000001942938,0.00004682623,0.9670182,0.02175634,0.009304211,0.000453139,0.0001676104],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5053228,0.00000759089,0.4915088,0.002517009,0.00008478569,0.000423653,0.00001796534,0.00002942421,0.00008794198],"genre_scores_gemma":[0.9874773,9.502164e-7,0.007893452,0.003123978,0.00004506284,0.0002178984,0.000005937791,0.00002732192,0.001208077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9624285,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588079188296094,"score_gpt":0.2916205100429124,"score_spread":0.2757397181599515,"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."}}