{"id":"W2042458289","doi":"10.1088/1751-8113/43/31/315202","title":"Directed walk models of adsorbing semi-flexible polymers subject to an elongational force","year":2010,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Subject (documents); Polymer; Polymer science; Statistical physics; Materials science; Classical mechanics; Mechanics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003125029,0.001078233,0.0007741909,0.0008541711,0.0006474713,0.001253798,0.001642793,0.00230077,0.003276375],"category_scores_gemma":[0.0007360479,0.0004429057,0.0008578606,0.0007429849,0.001289544,0.001558429,0.0007171931,0.0008375304,0.0004430673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009351746,"about_ca_system_score_gemma":0.0004696324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003650148,"about_ca_topic_score_gemma":0.003338936,"domain_scores_codex":[0.9998197,0.00005047118,0.000007174308,0.00003303904,0.00003817607,0.00005152838],"domain_scores_gemma":[0.9995443,0.0001754449,0.00009196577,0.00003878717,0.00003915309,0.000110252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001112134,0.0001270136,0.0005298599,0.00007268612,0.00004235444,0.0004052282,0.0001271784,0.8427977,0.007516563,0.1455981,0.0004786022,0.002193585],"study_design_scores_gemma":[0.00003066352,0.00003178403,0.0001283102,0.000006328384,0.000005426645,0.00002857495,0.00002232082,0.9797815,0.00033902,0.01932214,0.0002886091,0.00001544596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7459203,0.0009334114,0.2378016,0.0008923899,0.00008907153,0.0000774988,0.0003202546,0.0001975013,0.01376784],"genre_scores_gemma":[0.9726098,0.000633471,0.01194518,0.0001263143,0.00003772679,0.0001425737,0.0002277948,0.00005016774,0.01422709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003650148,"threshold_uncertainty_score":0.01096058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00813432572433319,"score_gpt":0.2723569121751063,"score_spread":0.2642225864507731,"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."}}