{"id":"W4408828340","doi":"10.70477/kpck2348","title":"MULTI-MICROCHANNEL FLUIDIC FORCE SENSORS","year":2024,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Microchannel; Fluidics; Microfluidics; Materials science; Computer science; Mechanical engineering; Nanotechnology; Aerospace engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006867209,0.000983657,0.0007119088,0.00158561,0.0005327805,0.0007734298,0.001167481,0.00122979,0.00282078],"category_scores_gemma":[0.000852297,0.0005703855,0.0003140323,0.0006286007,0.000243817,0.001257218,0.0008980035,0.0005763681,0.0009323641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007877714,"about_ca_system_score_gemma":0.0005367469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067614,"about_ca_topic_score_gemma":0.003704904,"domain_scores_codex":[0.9986178,0.00008422365,0.00007628155,0.0004237692,0.0006574065,0.0001405665],"domain_scores_gemma":[0.9991346,0.0002145264,0.000125106,0.00008563852,0.0003538252,0.00008634148],"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":[0.0002331264,0.00007326928,0.0008399055,0.0001038813,0.00001936832,0.00007337878,0.00004072795,0.0003771009,0.9593556,0.0007778754,0.001485615,0.03662033],"study_design_scores_gemma":[0.00001815201,0.0002119423,0.002233574,0.00001394089,0.00002078466,0.0003766945,0.0000150514,0.01194079,0.975858,0.000191967,0.009071699,0.00004738602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.519821,0.009330517,0.437243,0.00118751,0.001763978,0.000719355,0.003149981,0.006638334,0.02014633],"genre_scores_gemma":[0.6272098,0.0009607947,0.3534434,0.0007965526,0.0003391523,0.000433388,0.0006210259,0.000134281,0.0160616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00282078,"threshold_uncertainty_score":0.009436488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008534437882452433,"score_gpt":0.2130626924103312,"score_spread":0.2045282545278788,"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."}}