{"id":"W4393268876","doi":"10.1002/adem.202400237","title":"Inkjet Printing on Hydrophobic Surface: Practical Implementation of Stacked Coin Strategy","year":2024,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Horizon 2020; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; European Commission","keywords":"Materials science; Nanotechnology; Surface (topology); Inkjet printing; Inkwell; Process engineering; Polymer science; Composite material; Engineering","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":[0.0002804346,0.0002387096,0.0003133279,0.0001268872,0.00002186727,0.0001111486,0.0001224072,0.0001069055,0.0001746722],"category_scores_gemma":[0.00003809971,0.0002358024,0.00004011257,0.0001771246,0.00001928624,0.0002385588,0.00005136268,0.0001192774,0.00004204028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000067519,"about_ca_system_score_gemma":0.0000213226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001552254,"about_ca_topic_score_gemma":0.000001201926,"domain_scores_codex":[0.9988035,0.00001805751,0.0004856451,0.0002262459,0.0001427315,0.0003238197],"domain_scores_gemma":[0.999548,0.0001037358,0.0000413477,0.0002497221,0.00002191914,0.00003527064],"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":[0.000007308145,0.000005364768,0.000006308624,0.0005416012,0.0000385675,0.0000139639,0.00003979146,0.1389846,0.8536698,0.003708946,0.00004245614,0.002941298],"study_design_scores_gemma":[0.0001769837,0.00008580877,0.0003972395,0.0002144087,0.00001466995,0.000009848381,0.00006499418,0.004803555,0.9926978,0.0002901772,0.001005563,0.0002389516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934439,0.0001581442,0.002653174,0.00003557911,0.001367066,0.0002442831,0.00006388519,0.001955617,0.00007837093],"genre_scores_gemma":[0.9894294,0.0001639792,0.01019384,0.000002975289,0.00006808135,0.0000278873,0.00002492692,0.00007959687,0.000009297505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139028,"threshold_uncertainty_score":0.9615743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196138141356885,"score_gpt":0.2862458055696487,"score_spread":0.2742844241560798,"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."}}