{"meta":{"query_hash":"22b20ff49547","filters":{"venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/22b20ff49547","api":"https://metacan.xera.ac/api/v1/cohort?venue=TRANSDUCERS+2009+-+2009+International+Solid-State+Sensors%2C+Actuators+and+Microsystems+Conference"},"results":[{"id":"W2027057344","doi":"10.1109/sensor.2009.5285787","title":"Microfabricated multi-turn gradient coils for microscale flow imaging","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Characterization and Applications of Magnetic Nanoparticles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microscale chemistry; Microfabrication; Materials science; Electromagnetic coil; Capillary action; Flow (mathematics); Image resolution; Nuclear magnetic resonance; Optics; Mechanics; Physics; Fabrication","score_opus":0.011276371763054292,"score_gpt":0.2426126329350224,"score_spread":0.2313362611719681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027057344","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20108257,0.008801773,0.78119,0.000637463,0.00045997577,0.00042142533,0.00027911708,0.0026622966,0.0044654054],"genre_scores_gemma":[0.3437384,0.0019927006,0.64972997,0.00031015195,0.00020569026,0.0002668344,0.0003046078,0.00018980402,0.0032617361],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997656,0.000034810797,0.0000148889385,0.000051921485,0.000099058794,0.000033761153],"domain_scores_gemma":[0.9997732,0.000057851386,0.000060531598,0.000024987867,0.000053726257,0.000029631095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034617688,0.00056599407,0.00037079304,0.00037811344,0.00021756269,0.00026670357,0.0004399635,0.00044021418,0.00089022296],"category_scores_gemma":[0.0004030938,0.00033161422,0.00021205047,0.00013753577,0.00028834573,0.0004182015,0.00031242095,0.0005465213,0.0007529053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002613937,0.000015753994,0.00011115999,0.000077068806,0.0000053217395,0.000049643328,0.000028197519,0.00039493182,0.9858963,0.00037664914,0.0003699694,0.012648948],"study_design_scores_gemma":[0.000013462074,0.0001741292,0.0008925173,0.000007478295,0.000016105847,0.0005994641,0.000011885202,0.0045056907,0.98019755,0.00017443272,0.013389522,0.000017737073],"about_ca_topic_score_codex":0.00025878468,"about_ca_topic_score_gemma":0.0007517264,"teacher_disagreement_score":0.00089022296,"about_ca_system_score_codex":0.0002763444,"about_ca_system_score_gemma":0.00020611666,"threshold_uncertainty_score":0.0029780865},"labels":[],"label_agreement":null},{"id":"W2108404002","doi":"10.1109/sensor.2009.5285866","title":"A thermally actuated microfluidic relay valve","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polydimethylsiloxane; Microfluidics; Relay; Flow control (data); Materials science; Leakage (economics); Flow (mathematics); Channel (broadcasting); Control valves; Lab-on-a-chip; Valve actuator; Nanotechnology; Computer science; Electrical engineering; Mechanical engineering; Actuator; Engineering; Mechanics; Telecommunications","score_opus":0.008177776152013271,"score_gpt":0.22336069146923548,"score_spread":0.21518291531722222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108404002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48633152,0.0079033505,0.4759162,0.0010251631,0.002676696,0.0004547932,0.0006768009,0.008564182,0.016451202],"genre_scores_gemma":[0.84002036,0.0022802847,0.13909918,0.00034136418,0.00035984072,0.00016187599,0.00025903527,0.00017656149,0.017301444],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996389,0.000033709843,0.000027484666,0.00013941753,0.00011930383,0.000041106236],"domain_scores_gemma":[0.99977475,0.000055660483,0.000057576934,0.000040911647,0.000034634024,0.00003644759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003496722,0.000628808,0.00038890605,0.00036250835,0.00023897308,0.0006076113,0.0013279939,0.00085086405,0.002301047],"category_scores_gemma":[0.00047355832,0.00034003882,0.00043500747,0.000100037374,0.00036076765,0.00090997934,0.00052698667,0.00062275556,0.0011802696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008513574,0.000021012733,0.00008115857,0.0000913645,0.0000071924624,0.00023310614,0.00003936676,0.0005603152,0.98442036,0.0020662856,0.00039429002,0.012000547],"study_design_scores_gemma":[0.000032988024,0.00039319927,0.0003337747,0.000012923595,0.000023190725,0.00084107474,0.00000944556,0.006078263,0.9703178,0.00025122295,0.021660347,0.00004583255],"about_ca_topic_score_codex":0.00012074344,"about_ca_topic_score_gemma":0.00008509425,"teacher_disagreement_score":0.002301047,"about_ca_system_score_codex":0.00028477603,"about_ca_system_score_gemma":0.00031548413,"threshold_uncertainty_score":0.007697761},"labels":[],"label_agreement":null},{"id":"W2110942504","doi":"10.1109/sensor.2009.5285510","title":"A MEMS sensor for mean shear stress measurements in high-speed turbulent flows with backside interconnects","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Capacitive sensing; Microelectromechanical systems; Materials science; Shear stress; Fabrication; Shear (geology); Capacitance; Turbulence; Stress (linguistics); Acoustics; Interconnection; Optoelectronics; Electrical engineering; Engineering; Composite material; Mechanics; Telecommunications; Physics","score_opus":0.01766152012553465,"score_gpt":0.24438367415751924,"score_spread":0.2267221540319846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110942504","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8668388,0.001405443,0.12680274,0.00026891555,0.00025846562,0.00012730554,0.0005031124,0.0011467948,0.0026484642],"genre_scores_gemma":[0.9352886,0.00039311525,0.062119767,0.00009090024,0.00007550994,0.000054042757,0.00016843028,0.000031771066,0.0017779284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995433,0.000044364988,0.000018878636,0.000080578386,0.00027354318,0.000039376526],"domain_scores_gemma":[0.99962866,0.00007398095,0.0000910061,0.000035059817,0.00013334793,0.00003791442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002947356,0.00063657213,0.0004925196,0.00042952548,0.0003522349,0.0004860355,0.0004317564,0.0005773938,0.0004561915],"category_scores_gemma":[0.0006860148,0.00034369755,0.00019515317,0.00023734204,0.00027896054,0.00045857026,0.0003798876,0.00043598475,0.00024837902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006546585,0.000012045256,0.0007975027,0.000035774312,0.000004084224,0.0000470932,0.000034999164,0.00027421647,0.99216676,0.00013762421,0.00013858196,0.00628581],"study_design_scores_gemma":[0.000023527398,0.0005543916,0.0066437973,0.000012864366,0.000022614257,0.00043895002,0.000031809443,0.014707747,0.9753642,0.00008715934,0.0020753017,0.00003770957],"about_ca_topic_score_codex":0.0007141308,"about_ca_topic_score_gemma":0.001314453,"teacher_disagreement_score":0.0007141308,"about_ca_system_score_codex":0.00032292688,"about_ca_system_score_gemma":0.00040190705,"threshold_uncertainty_score":0.002342999},"labels":[],"label_agreement":null},{"id":"W2117281332","doi":"10.1109/sensor.2009.5285449","title":"A high-throughput array for mechanical stimulation of adherent biological cells","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Throughput; Materials science; Mechanobiology; Biomaterial; Nanotechnology; High-throughput screening; Displacement (psychology); Biomedical engineering; Computer science; Chemistry; Engineering; Wireless; Telecommunications","score_opus":0.017992773499578358,"score_gpt":0.27369341840456196,"score_spread":0.2557006449049836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117281332","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26411596,0.0061717224,0.70555055,0.0010461418,0.0006422594,0.0009821139,0.006492915,0.0060515893,0.008946813],"genre_scores_gemma":[0.33093238,0.0030777727,0.64286786,0.000536846,0.00027159098,0.0019707223,0.0056002853,0.00022612614,0.014516388],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998844,0.00012986246,0.0000637548,0.00025920323,0.00062334875,0.00007984496],"domain_scores_gemma":[0.9997844,0.000059740734,0.000022157617,0.000039138373,0.000052314772,0.000042257052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052557857,0.0005522596,0.000878445,0.00069076923,0.00034751656,0.0006108458,0.0007137283,0.0008332422,0.0020087739],"category_scores_gemma":[0.00038000135,0.00043204482,0.00047574204,0.0005088889,0.0001653036,0.00040164584,0.00066294504,0.00073516567,0.0020042174],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031739903,0.000025134563,0.00007985486,0.000040616746,0.0000062456256,0.00002690334,0.000009649892,0.00012087185,0.99276793,0.00009057633,0.00038733787,0.006413135],"study_design_scores_gemma":[0.000016745293,0.00017307031,0.0013958283,0.0000068334857,0.00002764009,0.00021181491,0.000013379826,0.005993695,0.9830715,0.0001367109,0.008932654,0.000020073454],"about_ca_topic_score_codex":0.00023454784,"about_ca_topic_score_gemma":0.00085101643,"teacher_disagreement_score":0.0020087739,"about_ca_system_score_codex":0.00030315513,"about_ca_system_score_gemma":0.00027242512,"threshold_uncertainty_score":0.0067200065},"labels":[],"label_agreement":null},{"id":"W2138576321","doi":"10.1109/sensor.2009.5285805","title":"Frequency-selectable wireless actuation of hydrogel using micromachined resonant heaters toward implantable drug delivery applications","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Actuator; Wireless; Radio frequency; Optoelectronics; RLC circuit; Electrical engineering; Computer science; Engineering; Voltage; Telecommunications","score_opus":0.012534443772918043,"score_gpt":0.23868559007949527,"score_spread":0.22615114630657723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138576321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88831574,0.0056397184,0.0985418,0.0004073264,0.00033365138,0.00014670115,0.00016494872,0.0008255719,0.005624512],"genre_scores_gemma":[0.9293994,0.0016705854,0.06477294,0.00016705829,0.00011579263,0.0000857147,0.00006804391,0.00006434666,0.0036561685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998833,0.000013355404,0.000009203351,0.000033533117,0.00004120319,0.000019400335],"domain_scores_gemma":[0.9998634,0.000053810636,0.000046482215,0.000012796173,0.000014168288,0.000009292197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016136553,0.00030450354,0.0001869691,0.00015512474,0.00010458955,0.00022238349,0.00039840292,0.00022539936,0.0008520741],"category_scores_gemma":[0.00022535231,0.00019084428,0.00020062429,0.00008817393,0.0002062877,0.00037529296,0.00018440648,0.00027295237,0.00030552773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013283703,0.0000066145853,0.000026343001,0.000031445234,0.0000018795736,0.000026047968,0.000014036368,0.00015011673,0.99692804,0.0001057102,0.000043078413,0.0026533855],"study_design_scores_gemma":[0.0000086964765,0.00007891383,0.00023833507,0.000003322349,0.000006754246,0.00011963799,0.000007909816,0.0021975841,0.99535227,0.000030120631,0.0019493067,0.0000071184313],"about_ca_topic_score_codex":0.00014132912,"about_ca_topic_score_gemma":0.00046602305,"teacher_disagreement_score":0.0008520741,"about_ca_system_score_codex":0.00020269357,"about_ca_system_score_gemma":0.00011104596,"threshold_uncertainty_score":0.002850473},"labels":[],"label_agreement":null},{"id":"W2149648713","doi":"10.1109/sensor.2009.5285820","title":"pH-responsive drug-delivery devices for implantable applications","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Drug delivery; Drug; Nanoparticle; Materials science; Composite number; Membrane; Nanotechnology; Biomedical engineering; Computer science; Chemical engineering; Chemistry; Pharmacology; Composite material; Engineering; Biochemistry; Medicine","score_opus":0.013088536712991266,"score_gpt":0.2605238114830065,"score_spread":0.24743527477001526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149648713","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32405752,0.15875839,0.46026912,0.0026460523,0.0029920046,0.00095832103,0.003472049,0.005772426,0.041074038],"genre_scores_gemma":[0.6822237,0.046154447,0.24009229,0.0018677243,0.0005064672,0.00069185667,0.0012265434,0.00023123385,0.027005725],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999899,0.000011543758,0.000010574213,0.000021435104,0.000044691806,0.000012651911],"domain_scores_gemma":[0.9999292,0.000023165418,0.000023025272,0.000005077966,0.000010327416,0.000009159633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016471531,0.00043665813,0.00021537243,0.00026262313,0.0001375599,0.00034314327,0.00038232526,0.00051136536,0.002326653],"category_scores_gemma":[0.00017179614,0.00023627815,0.00025691604,0.00014539779,0.00016475159,0.0005037678,0.00025164295,0.0005156904,0.0012416147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003247914,0.000017723625,0.000038553088,0.00026510507,0.000005756719,0.000097798766,0.00001402375,0.00024301694,0.98137003,0.0012191682,0.00078790827,0.015908452],"study_design_scores_gemma":[0.000018834153,0.00014730652,0.0004037406,0.000026290107,0.000018529694,0.0005525206,0.000009449124,0.0023964175,0.95485604,0.0004728198,0.04107974,0.000018346997],"about_ca_topic_score_codex":0.00011155007,"about_ca_topic_score_gemma":0.0001595537,"teacher_disagreement_score":0.002326653,"about_ca_system_score_codex":0.0003502375,"about_ca_system_score_gemma":0.00016790983,"threshold_uncertainty_score":0.0077834725},"labels":[],"label_agreement":null},{"id":"W2151202345","doi":"10.1109/sensor.2009.5285940","title":"Planar sacrificial surface micromachining by nickel silicide","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Chemical-mechanical planarization; Silicide; Materials science; Layer (electronics); Fabrication; Silicon; Substrate (aquarium); Optoelectronics; Polishing; Nanotechnology; Metallurgy","score_opus":0.008606500276818915,"score_gpt":0.244801943758016,"score_spread":0.2361954434811971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151202345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6978491,0.0037122476,0.26953632,0.0004099816,0.00033686848,0.00014591811,0.00033215576,0.0033273227,0.024350151],"genre_scores_gemma":[0.87310255,0.0010296961,0.11975023,0.00006645811,0.000037231584,0.000050659346,0.00024695505,0.00009313185,0.005623025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997607,0.000008686057,0.000012211885,0.000070036236,0.000114649556,0.000033733308],"domain_scores_gemma":[0.99989617,0.000016165366,0.000026983458,0.000032050342,0.00001923181,0.0000094892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008508468,0.00027939785,0.0002014539,0.00016248196,0.00016141476,0.00026262013,0.00047255747,0.00018698034,0.00083216],"category_scores_gemma":[0.00018535525,0.00026650965,0.00018571313,0.00015615975,0.0003330396,0.00028116634,0.00047687234,0.00034764214,0.00047656422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013967871,0.000004488161,0.000146375,0.00005261415,0.0000057054053,0.00005355939,0.000044756904,0.0005003351,0.98816144,0.00086491805,0.00018431815,0.009967629],"study_design_scores_gemma":[0.000011729137,0.000101917496,0.0014512,0.0000047576978,0.000011340614,0.00032953595,0.00003704675,0.004313747,0.9793005,0.000331488,0.0140898395,0.00001694284],"about_ca_topic_score_codex":0.0006367572,"about_ca_topic_score_gemma":0.0014816279,"teacher_disagreement_score":0.00083216,"about_ca_system_score_codex":0.00032107974,"about_ca_system_score_gemma":0.0003112891,"threshold_uncertainty_score":0.0027838945},"labels":[],"label_agreement":null},{"id":"W2154627189","doi":"10.1109/sensor.2009.5285840","title":"Squeezed film damping measurements on a parallel-plate MEMS in the free molecule regime","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Knudsen number; Inertia; Molecular dynamics; Microelectromechanical systems; Reynolds number; Physics; Materials science; Mechanics; Classical mechanics; Quantum mechanics","score_opus":0.022872504499948154,"score_gpt":0.2561423414818544,"score_spread":0.23326983698190623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154627189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830413,0.0002757178,0.015889464,0.000060697956,0.000026297848,0.000034522996,0.000074791096,0.000091933405,0.0005053518],"genre_scores_gemma":[0.98384583,0.00029650208,0.015087597,0.000018524279,0.000015043881,0.000035613164,0.000048821497,0.000015595124,0.0006365384],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971205,0.00002270348,0.000009222851,0.000054788885,0.0001792507,0.000022005534],"domain_scores_gemma":[0.99957925,0.00023138801,0.00005388366,0.000053539643,0.00005979385,0.000022143884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031635456,0.00038517342,0.00031165997,0.00020075976,0.00025980716,0.0002799042,0.0006739146,0.0003947152,0.00096308655],"category_scores_gemma":[0.0006125251,0.00029064037,0.00020098155,0.00013212913,0.0006189989,0.0005518263,0.00035899732,0.00053383247,0.0002071838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007205805,0.000014884561,0.0002360168,0.00004065433,0.0000048042793,0.00004805863,0.000055178632,0.00029226232,0.9973131,0.000112618094,0.000017076141,0.001793387],"study_design_scores_gemma":[0.000017291766,0.0003674337,0.0032149022,0.0000035320188,0.000012602543,0.0000880745,0.000044461667,0.0072414395,0.9884199,0.000060389666,0.00051692873,0.000013017727],"about_ca_topic_score_codex":0.00057096727,"about_ca_topic_score_gemma":0.00074056664,"teacher_disagreement_score":0.00096308655,"about_ca_system_score_codex":0.0002487257,"about_ca_system_score_gemma":0.0001437178,"threshold_uncertainty_score":0.0032218695},"labels":[],"label_agreement":null},{"id":"W2168312069","doi":"10.1109/sensor.2009.5285454","title":"Novel MEMS grippers capable of both grasping and active release of micro objects","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Grippers; Microelectromechanical systems; Materials science; Adhesion; Substrate (aquarium); Nanotechnology; Mechanism (biology); Adhesive; Borosilicate glass; Mechanical engineering; Composite material; Engineering; Physics","score_opus":0.00980444955624458,"score_gpt":0.23105829630002145,"score_spread":0.22125384674377688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168312069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74405825,0.012035232,0.23357423,0.00046558926,0.00042688072,0.0003392293,0.00038142665,0.0016912507,0.0070278454],"genre_scores_gemma":[0.780491,0.0021890108,0.20742162,0.0002692796,0.00017986924,0.00018560492,0.0002607088,0.000064772255,0.008938188],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979573,0.000009770465,0.000018112203,0.000049048675,0.00009944437,0.00002799826],"domain_scores_gemma":[0.99979764,0.000052823474,0.00006956658,0.000028068198,0.000027038213,0.000024791296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002057271,0.00035305115,0.00029455527,0.0002084901,0.00016620083,0.0003496752,0.00048448454,0.0005750936,0.00081497256],"category_scores_gemma":[0.00027966464,0.00039664365,0.00021579565,0.00013529457,0.00030360668,0.00074702676,0.00043233074,0.00040145346,0.00043533376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030272979,0.000017087978,0.00010021893,0.00010298983,0.0000066536245,0.00013609848,0.000025209469,0.00020383063,0.9827323,0.0003781177,0.00017950221,0.016087713],"study_design_scores_gemma":[0.000049441813,0.0008688078,0.0030237432,0.000013664015,0.000044136807,0.0021144904,0.00002791931,0.0075575495,0.9688348,0.00038341474,0.017043816,0.000038182723],"about_ca_topic_score_codex":0.00006815574,"about_ca_topic_score_gemma":0.00022754593,"teacher_disagreement_score":0.00081497256,"about_ca_system_score_codex":0.00012092491,"about_ca_system_score_gemma":0.00009278583,"threshold_uncertainty_score":0.002726376},"labels":[],"label_agreement":null}]}