{"id":"W4407051404","doi":"10.1088/1361-648x/adb11d","title":"Sharp interface limit of a two-time scale phase field model of a binary mixture","year":2025,"lang":"en","type":"review","venue":"Journal of Physics Condensed Matter","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Russian Science Foundation; Deutsches Zentrum für Luft- und Raumfahrt","keywords":"Binary number; Interface (matter); Limit (mathematics); Scale (ratio); Field (mathematics); Phase (matter); Statistical physics; Materials science; Physics; Thermodynamics; Condensed matter physics; Chemistry; Mathematics; Quantum mechanics; Mathematical analysis; Surface tension","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":[0.000150105,0.0005568983,0.0006800506,0.0007924628,0.0001811269,0.000446469,0.0006352403,0.0004981846,0.001425294],"category_scores_gemma":[0.0001710459,0.0002101051,0.0003176823,0.0006596423,0.0004744597,0.0005992865,0.0002837765,0.0006169566,0.0004785711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004454651,"about_ca_system_score_gemma":0.0003750556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008138604,"about_ca_topic_score_gemma":0.0007900707,"domain_scores_codex":[0.999941,0.00001329955,0.000004250844,0.00001443288,0.00002172816,0.000005269204],"domain_scores_gemma":[0.9999665,0.00001456134,0.000005639445,0.00000184581,0.000008818912,0.000002721744],"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":[0.0001024711,0.00009137138,0.0004357518,0.01162986,0.0001780035,0.001053706,0.0001781157,0.05330097,0.01734105,0.5060736,0.01636775,0.3932473],"study_design_scores_gemma":[0.000049075,0.0002294446,0.001533448,0.001819334,0.0002169911,0.002448128,0.0001066801,0.1150765,0.008527408,0.1465018,0.7234055,0.00008566402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008994097,0.9301237,0.03556708,0.0006428275,0.000491631,0.00004009673,0.00006907406,0.00006738837,0.02400404],"genre_scores_gemma":[0.128258,0.847895,0.01237978,0.0002694954,0.0004588084,0.0001167058,0.0001064239,0.00001898347,0.01049683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001425294,"threshold_uncertainty_score":0.004768074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540423751265574,"score_gpt":0.3431385659950671,"score_spread":0.3077343284824113,"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."}}