{"id":"W4412225674","doi":"","title":"3D Printed Microscale Static Geometry Check Valve","year":2023,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Microscale chemistry; 3d printed; Geometry; Engineering drawing; Computer graphics (images); Computer science; Engineering; Mathematics; Manufacturing engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000207058,0.000463292,0.0004347399,0.000395254,0.0002496551,0.0008726236,0.001043264,0.0006942019,0.01192796],"category_scores_gemma":[0.0003912033,0.0004576181,0.0004092391,0.0001703467,0.00025476,0.0004429617,0.0007234387,0.0005505717,0.003280629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401876,"about_ca_system_score_gemma":0.0003846163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002657991,"about_ca_topic_score_gemma":0.000343123,"domain_scores_codex":[0.9993312,0.00001503725,0.00002531615,0.0001329899,0.0004368759,0.0000585583],"domain_scores_gemma":[0.9997074,0.00005430578,0.00005085269,0.00008958617,0.00006628432,0.00003154924],"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":[0.0001511525,0.00009627252,0.0003757837,0.0001898839,0.00001443578,0.0002658679,0.00007299829,0.005342529,0.9417145,0.002364913,0.004130147,0.04528154],"study_design_scores_gemma":[0.00005686309,0.000407479,0.0030701,0.00001790017,0.00002059279,0.0004570382,0.00002465796,0.02382639,0.9184133,0.0004123314,0.0532318,0.00006153046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4729842,0.00163675,0.392688,0.0006656591,0.003756026,0.0004612669,0.004055928,0.02823391,0.09551819],"genre_scores_gemma":[0.8368052,0.0003631669,0.09751186,0.0002229147,0.0001482934,0.0002269225,0.00134815,0.0006840399,0.0626894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01192796,"threshold_uncertainty_score":0.03990299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009798699615930103,"score_gpt":0.1947540617156475,"score_spread":0.1849553620997174,"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."}}