{"id":"W4391979548","doi":"10.15376/frc.2013.2.619","title":"Inﬁltration and Dimensional Scaling of Inkjet Droplets on Thick Isotropic Porous Materials","year":2013,"lang":"en","type":"article","venue":"","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"VINNOVA","keywords":"Isotropy; Scaling; Materials science; Porosity; Porous medium; Nanotechnology; Composite material; Optics; 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":[0.00006346562,0.00007583317,0.0001247629,0.0000489378,0.0000202294,0.00003311254,0.00004925265,0.00007616438,0.0002559209],"category_scores_gemma":[0.00002079211,0.0000600581,0.000008116374,0.00003205815,0.00002369001,0.00007079816,0.00003274344,0.00003238205,0.00003223621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006840975,"about_ca_system_score_gemma":0.000002519775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009929171,"about_ca_topic_score_gemma":0.00000231515,"domain_scores_codex":[0.9995875,0.000009781313,0.0001712515,0.00007752858,0.00006043907,0.00009344923],"domain_scores_gemma":[0.9998169,0.00002490999,0.00002113728,0.0001051301,0.00001863391,0.00001331588],"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":[0.000002281662,0.000005751882,0.0002653788,0.00004420544,0.000007590035,4.225312e-7,0.0000255092,0.0003358422,0.9938911,0.003074346,0.000212739,0.002134858],"study_design_scores_gemma":[0.0001150485,0.00004162685,0.01426307,0.00003307739,0.000002980628,0.000003349735,0.00001670984,0.0007633545,0.982064,0.00256963,0.00004168608,0.00008546546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987799,0.00003079409,0.0001266605,0.00009937303,0.0001888866,0.0001068056,0.000003051653,0.0003118153,0.0003527206],"genre_scores_gemma":[0.9965863,0.00002712832,0.003297968,0.00002656643,0.00002211881,0.000009017978,0.000003967259,0.000009969138,0.0000170282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399769,"threshold_uncertainty_score":0.2802154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007054383076559363,"score_gpt":0.1848829530291768,"score_spread":0.1778285699526174,"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."}}