{"id":"W4402737141","doi":"10.1088/2058-8585/ad7e36","title":"A novel compact xerographic system for 3D printing of fluoropolymer powders onto metal surfaces","year":2024,"lang":"en","type":"article","venue":"Flexible and Printed Electronics","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Mitacs","keywords":"Fluoropolymer; Materials science; Metal; Composite material; Metallurgy; Polymer","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":[0.0002336013,0.0002258092,0.0003013761,0.0002333544,0.00007758394,0.00006737915,0.0001664429,0.0001242635,0.000007530404],"category_scores_gemma":[0.0000275476,0.0002048853,0.000122631,0.0002588964,0.00008576464,0.00009647995,0.00005030804,0.0003054444,0.000003140022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007119504,"about_ca_system_score_gemma":0.0000392814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004235602,"about_ca_topic_score_gemma":0.00001931529,"domain_scores_codex":[0.9989105,0.00001125223,0.0002689292,0.0002616055,0.0001090577,0.0004386952],"domain_scores_gemma":[0.9995251,0.0001505955,0.0000408201,0.000202736,0.0000393367,0.00004142024],"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":[0.000234889,0.0001768912,0.0009335147,0.01532734,0.004642837,0.00001442907,0.001275134,0.01474885,0.4730548,0.1497273,0.001261468,0.3386025],"study_design_scores_gemma":[0.0002695339,0.0001813483,0.0002214797,0.0004389978,0.0001067682,0.00003691789,0.0003172359,0.07375083,0.9037006,0.0004121084,0.02024969,0.0003144635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825673,0.01693787,0.09454174,0.00009577601,0.0003484133,0.0004165668,0.00005000265,0.003471164,0.001571197],"genre_scores_gemma":[0.9952132,0.0003284398,0.004214278,0.000003451028,0.00003264175,0.00002017233,0.00001347255,0.0000502966,0.0001241181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4306459,"threshold_uncertainty_score":0.8354982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489790674984379,"score_gpt":0.23988387923758,"score_spread":0.2249859724877362,"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."}}