{"id":"W4366986308","doi":"10.1002/advs.202207472","title":"Free Standing Dry and Stable Nanoporous Polymer Films Made through Mechanical Deformation","year":2023,"lang":"en","type":"article","venue":"Advanced Science","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"European Commission","keywords":"Reptation; Nanoporous; Polystyrene; Materials science; Polymer; Membrane; Deformation (meteorology); Composite material; Glass transition; Substrate (aquarium); Tube (container); Chemical engineering; Nanotechnology; Chemistry","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":[0.0009346158,0.0001881575,0.000212286,0.0001526348,0.0008220747,0.0002351524,0.0008137921,0.00006417646,0.0001078145],"category_scores_gemma":[0.0002568008,0.0001685968,0.00002771291,0.001524257,0.000393362,0.003037548,0.0006312788,0.0001183922,0.000180685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071228,"about_ca_system_score_gemma":0.0001816095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000135768,"about_ca_topic_score_gemma":0.00003159266,"domain_scores_codex":[0.9973128,0.00004162987,0.0003229104,0.0006338556,0.0008547035,0.0008340514],"domain_scores_gemma":[0.9988832,0.0001002048,0.0001435069,0.0006159907,0.00008811003,0.0001689146],"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":[0.00001432649,0.00001225649,0.00005881509,0.00001378814,9.519937e-7,0.000006766095,0.0005848357,0.00008070818,0.9894081,0.008029654,0.0001328122,0.001656978],"study_design_scores_gemma":[0.0004041608,0.00008060115,0.0005057721,0.00003669019,0.000006993369,0.00001555673,0.0009733925,0.002779476,0.9893867,0.005358956,0.000208638,0.0002430092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908354,0.0004814006,0.005024286,0.0003450062,0.0009587465,0.0002123328,0.00003957642,0.0004637389,0.001639481],"genre_scores_gemma":[0.986586,0.00007801982,0.0125669,0.0002309058,0.00003206866,0.00003076392,0.00000355828,0.00001977271,0.0004519606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007542618,"threshold_uncertainty_score":0.6875179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457570519989988,"score_gpt":0.264928428519848,"score_spread":0.2503527233199481,"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."}}