{"id":"W4412225610","doi":"","title":"Microscale in-tube check-valve","year":2023,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Microscale chemistry; Tube (container); Check valve; Materials science; Mechanical engineering; Mathematics; Engineering; Composite material","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":[0.0003043805,0.0004066181,0.0005073255,0.0003456861,0.0003938755,0.0008167053,0.001053464,0.0005883726,0.01158086],"category_scores_gemma":[0.0005507203,0.0004061087,0.0002229771,0.0001624047,0.0002113648,0.0005766912,0.0008620626,0.0007236269,0.00374287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639612,"about_ca_system_score_gemma":0.000447652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705038,"about_ca_topic_score_gemma":0.0006923058,"domain_scores_codex":[0.9994268,0.00002088867,0.00001936605,0.0001251226,0.0003401116,0.00006761794],"domain_scores_gemma":[0.9997252,0.00005849379,0.00004535171,0.00006316212,0.00006614412,0.00004167251],"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":[0.0001984083,0.0000915987,0.0004402591,0.0001461267,0.00001588008,0.0001078494,0.0000819527,0.0002815058,0.9727673,0.001970381,0.00557655,0.0183223],"study_design_scores_gemma":[0.00004743253,0.0002186247,0.002065464,0.000012128,0.0000134482,0.0001471281,0.00002009397,0.005239309,0.9433492,0.0002534111,0.04860364,0.00003011038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.683099,0.00289318,0.2189796,0.001074874,0.003143003,0.0008466372,0.005235543,0.02937748,0.05535065],"genre_scores_gemma":[0.8281494,0.0006085798,0.1080815,0.0003576356,0.0002907703,0.0003342326,0.002020983,0.001108398,0.0590486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158086,"threshold_uncertainty_score":0.03874183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009946610709608313,"score_gpt":0.201465665668528,"score_spread":0.1915190549589197,"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."}}