{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003276124,0.0004139423,0.0002763265,0.0003689885,0.0002618169,0.000436843,0.0003386871,0.0005605101,0.001184714],"category_scores_gemma":[0.0004340051,0.0002671054,0.0003048108,0.0003191592,0.0002369393,0.0003630598,0.0004323584,0.0004539739,0.0006811653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211586,"about_ca_system_score_gemma":0.0001743275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000204026,"about_ca_topic_score_gemma":0.0005612955,"domain_scores_codex":[0.9996803,0.00003032335,0.00003745334,0.0000645328,0.0001407915,0.00004676134],"domain_scores_gemma":[0.9996972,0.00006591834,0.00005538919,0.00009026834,0.00005905411,0.00003215552],"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":[0.00001907085,0.0000234035,0.0001725043,0.00008844533,0.000007233945,0.0002684083,0.00005157166,0.0003487327,0.9882934,0.0004179681,0.0001301232,0.01017915],"study_design_scores_gemma":[0.000003247296,0.00009762555,0.0004568787,0.000004785601,0.0000083146,0.0002866049,0.00001657507,0.003045434,0.9935814,0.00008284795,0.002405606,0.0000107838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7991803,0.002239117,0.1872057,0.0002530483,0.000324374,0.0002415325,0.0002317837,0.001270955,0.009053166],"genre_scores_gemma":[0.8821683,0.001033974,0.1130288,0.0000811717,0.00002791374,0.00009034517,0.0001376612,0.00006689577,0.003364995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001184714,"threshold_uncertainty_score":0.003963232,"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."}}