{"id":"W3137591385","doi":"10.1063/5.0043881","title":"Opaque and translucent films from aqueous microfiber suspensions by evaporative self-assembly","year":2021,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfiber; Wetting; Evaporation; Opacity; Aqueous solution; Context (archaeology); Cellulose; Chemical engineering; Casting; Nanoparticle; Composite material; Materials science; Polymer science; Nanotechnology; Physics; Optics; Chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003317531,0.000125949,0.0002185769,0.00001244786,0.00003579203,0.00002624597,0.00008993417,0.00007185124,0.000020996],"category_scores_gemma":[0.000007506199,0.0001267688,0.00003989666,0.00008941289,0.00002863038,0.00006823199,0.00005223943,0.00007419197,0.000006309133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467429,"about_ca_system_score_gemma":0.00001710984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004291899,"about_ca_topic_score_gemma":0.000006115341,"domain_scores_codex":[0.9994678,0.000016768,0.0001581544,0.0001506755,0.0000699015,0.0001366707],"domain_scores_gemma":[0.9996489,0.000050369,0.00001724338,0.0002060802,0.00004946502,0.00002793329],"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":[0.000002613612,0.0000335646,0.0001410953,0.00002888732,0.00006392169,0.000005855493,0.0003288735,0.00005947909,0.9943863,0.0008006306,0.00186325,0.002285566],"study_design_scores_gemma":[0.0001806292,0.00001745632,0.0001769578,0.00003250412,0.00002682033,0.000001942456,0.0000690655,0.001535297,0.9929754,0.004049274,0.0007950958,0.0001395835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952822,0.002126252,0.001642719,0.0001295804,0.0001470161,0.00006775652,0.0001038822,0.0003022922,0.0001983331],"genre_scores_gemma":[0.9880446,0.0007371111,0.01109377,0.00001299139,0.00002781274,0.000006403877,0.00004470257,0.00002217148,0.00001046045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009451051,"threshold_uncertainty_score":0.5169482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007540001538629095,"score_gpt":0.2022473894959102,"score_spread":0.1947073879572811,"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."}}