{"id":"W2950983777","doi":"10.1088/1751-8121/ab2af4","title":"Force-induced desorption of 3-star polymers in two dimensions","year":2019,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; University of Melbourne; York University","keywords":"Phase diagram; Stars; Adsorption; Phase (matter); Desorption; Monte Carlo method; Star (game theory); Statistical physics; Chemical physics; Physics; Surface (topology); Diagram; Materials science; Phase transition; Thermodynamics; Chemistry; Astrophysics; Physical chemistry; Quantum mechanics; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002462704,0.000277225,0.0005438536,0.0005288235,0.0005531429,0.0008146162,0.0004686413,0.0008898031,0.00219674],"category_scores_gemma":[0.0006598595,0.0002719668,0.0004321816,0.0001954725,0.0009923843,0.0007828149,0.0006192715,0.0003622646,0.0001661609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005508069,"about_ca_system_score_gemma":0.0004860849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762154,"about_ca_topic_score_gemma":0.001327307,"domain_scores_codex":[0.9998945,0.00002800695,0.000003682805,0.00001138524,0.00002856438,0.00003375057],"domain_scores_gemma":[0.9996324,0.0001348983,0.00006563217,0.00002957182,0.0000413383,0.00009618311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006293421,0.0004074564,0.003878128,0.000202373,0.0000913929,0.001180846,0.0003463881,0.7184727,0.1230849,0.1472006,0.0009075353,0.003598308],"study_design_scores_gemma":[0.00006009371,0.0001167081,0.001081899,0.000006239893,0.000005988583,0.00005651412,0.00003662967,0.9818375,0.003334985,0.01322838,0.0002192208,0.00001595916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873864,0.00007146258,0.008712606,0.0001555576,0.00001336514,0.00001429179,0.00003536794,0.00005977462,0.003551058],"genre_scores_gemma":[0.9967234,0.00003828079,0.001746765,0.0000335248,0.000005470837,0.00001792943,0.00002631003,0.00001732019,0.001391006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00219674,"threshold_uncertainty_score":0.007348776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006677982450929308,"score_gpt":0.2529856922882018,"score_spread":0.2463077098372725,"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."}}