{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001175326,0.0002024815,0.0001444237,0.000162971,0.0001385666,0.0001740668,0.0002035201,0.0003009459,0.0007573283],"category_scores_gemma":[0.0001562423,0.000187452,0.0001480156,0.00008954885,0.0001924034,0.0003853036,0.0001881175,0.000354905,0.0002427206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729257,"about_ca_system_score_gemma":0.00009398803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002241416,"about_ca_topic_score_gemma":0.0006123885,"domain_scores_codex":[0.999885,0.000004791526,0.000007783105,0.00002447791,0.00004900307,0.00002901639],"domain_scores_gemma":[0.9998869,0.00002006819,0.00004237179,0.0000166753,0.00001394655,0.00002008508],"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":[0.000007912794,0.0000025587,0.00001316081,0.0000113654,0.000001457972,0.0000140228,0.000004538898,0.00003470368,0.9995135,0.00003849361,0.00001231668,0.0003460206],"study_design_scores_gemma":[0.000003550882,0.00003318381,0.000438998,0.000001493489,0.000002425149,0.00003441214,0.000004617005,0.0003401781,0.9983978,0.00001889871,0.0007219159,0.000002564727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890028,0.001017078,0.007762634,0.00009409558,0.00006402756,0.00002353736,0.0002605399,0.0001906107,0.001584715],"genre_scores_gemma":[0.9939042,0.0003104323,0.003720939,0.00003122707,0.00001218395,0.00001577045,0.0001588646,0.00003048607,0.001815855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007573283,"threshold_uncertainty_score":0.002533555,"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."}}