{"id":"W2013879280","doi":"10.1016/s0378-4347(00)00199-7","title":"Analysis of compression of polymer mushrooms using self-consistent field theory","year":2000,"lang":"en","type":"article","venue":"Journal of Chromatography B Biomedical Sciences and Applications","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polymer; Scaling; Materials science; Chain (unit); Lattice (music); Compression (physics); Passivation; Phase transition; Chemical physics; Condensed matter physics; Nanotechnology; Chemistry; Composite material; Physics; Geometry; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006123025,0.00007806289,0.0003410144,0.0004390917,0.0001675544,0.00002322959,0.0002507577,0.00004280659,0.0007194569],"category_scores_gemma":[0.00001268766,0.00005126011,0.0002042669,0.00158927,0.0009049479,0.000143665,0.00003820867,0.00005976914,9.192635e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006084001,"about_ca_system_score_gemma":0.0000495831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007985524,"about_ca_topic_score_gemma":0.000002578586,"domain_scores_codex":[0.9985991,0.00006917335,0.0006005502,0.0001373019,0.0004650826,0.0001287766],"domain_scores_gemma":[0.9988473,0.0003285575,0.0005098346,0.0001165822,0.00008920031,0.0001085384],"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":[0.00005018552,0.0006201668,0.01623941,0.0000467472,0.0006298815,0.000001411748,0.0007073354,0.00008724294,0.955351,0.001374937,0.0001625569,0.02472911],"study_design_scores_gemma":[0.001150486,0.001096375,0.04639643,0.0004883774,0.003566565,0.0001641111,0.003970354,0.005495673,0.9240657,0.002191438,0.01090016,0.0005143365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992412,0.002423838,0.004426809,0.0002289096,0.00006231009,0.00005923974,0.00001926448,0.000007756456,0.0003598156],"genre_scores_gemma":[0.9976081,0.0003174345,0.001970239,0.00006265409,0.00003011467,0.000002820381,4.074282e-7,0.000001965964,0.000006290335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03128532,"threshold_uncertainty_score":0.7877548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427533312309146,"score_gpt":0.301419161104123,"score_spread":0.2871438279810315,"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."}}