{"meta":{"query_hash":"bf08d3ba0443","filters":{"venue":"Sensor Review"},"cohort_total":27,"direct_labels_cover":0,"predictions_cover":27,"exported":27,"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/bf08d3ba0443","api":"https://metacan.xera.ac/api/v1/cohort?venue=Sensor+Review"},"results":[{"id":"W1902170644","doi":"10.1108/sr-06-2014-656","title":"A new tactile array sensor for viscoelastic tissues with time-dependent behavior","year":2015,"lang":"en","type":"article","venue":"Sensor Review","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Tactile sensor; Displacement (psychology); Computer science; Viscoelasticity; Sensor array; Acoustics; Indentation; Mechanical engineering; Computer vision; Artificial intelligence; Engineering; Materials science; Robot; Physics","score_opus":0.02663658347299784,"score_gpt":0.27111968672862785,"score_spread":0.24448310325563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1902170644","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24686782,0.26963285,0.39569086,0.001804414,0.0089768795,0.018787634,0.0009751449,0.013410511,0.04385389],"genre_scores_gemma":[0.16132897,0.039152645,0.6948119,0.0019017091,0.0063520987,0.002143118,0.0007725722,0.0022787645,0.09125826],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870473,0.00004233527,0.0003605865,0.0002852441,0.00022149754,0.0003856337],"domain_scores_gemma":[0.99907184,0.00008026823,0.0000799833,0.0003598337,0.000102026774,0.00030603685],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001528624,0.00031347858,0.00059006154,0.000043978776,0.000044148404,0.000049538816,0.00013172472,0.00006414475,0.0002568829],"category_scores_gemma":[0.00015024707,0.00024958173,0.00007799086,0.00012560085,0.000021375336,0.00015510591,0.000012756523,0.00009506751,0.00053602457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004517105,0.00033274537,0.00028711648,0.021650871,0.0007435943,0.0005976084,0.00089619047,0.08556828,0.5974328,0.00042090318,0.11013069,0.18148749],"study_design_scores_gemma":[0.0020969098,0.00056050246,0.000065085,0.005754358,0.0009996945,0.0006148559,0.000077821984,0.0005615688,0.09214797,0.00012228791,0.89539206,0.001606909],"about_ca_topic_score_codex":0.00002911663,"about_ca_topic_score_gemma":0.000009954536,"teacher_disagreement_score":0.78526133,"about_ca_system_score_codex":0.00007022291,"about_ca_system_score_gemma":0.000036817903,"threshold_uncertainty_score":0.99999565},"labels":[],"label_agreement":null},{"id":"W1964074090","doi":"10.1108/02602280710731696","title":"Integration of vision and inertial sensors for industrial tools tracking","year":2007,"lang":"en","type":"article","venue":"Sensor Review","topic":"Robotics and Sensor-Based Localization","field":"Engineering","cited_by":15,"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 Waterloo","funders":"","keywords":"Computer vision; Kalman filter; Artificial intelligence; Computer science; Orientation (vector space); Motion estimation; Machine vision; Tracking system; Inertial measurement unit; Tracking (education); Mathematics","score_opus":0.05750313494009128,"score_gpt":0.3013372877228379,"score_spread":0.24383415278274662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964074090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7559018,0.02609658,0.2127318,0.00041142883,0.0009815224,0.002563889,0.00004552193,0.0002407637,0.0010267105],"genre_scores_gemma":[0.98096216,0.012985169,0.005442484,0.00013172219,0.00031088648,0.0000062982917,0.000083709514,0.000045816178,0.00003173072],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992156,0.000022389628,0.00041304584,0.00010998386,0.000104703286,0.00013428155],"domain_scores_gemma":[0.9995573,0.00013875036,0.00006427638,0.00010831255,0.00008655562,0.0000448088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041168238,0.000113187576,0.00026543575,0.000060131235,0.000026489734,0.000018888253,0.000033759603,0.00008655122,0.000012381975],"category_scores_gemma":[0.0002924904,0.0000953164,0.000064597225,0.00015076018,0.000018838737,0.00009502272,0.0000051424863,0.00008333345,0.0000018799013],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004234525,0.000024624787,0.000080243146,0.0026293963,0.00003203129,0.0000033099689,0.000105759005,0.010594972,0.102115326,0.001310412,0.0013899188,0.88167167],"study_design_scores_gemma":[0.005135441,0.0009731157,0.0046729753,0.024927907,0.0008068822,0.000079700745,0.00031260354,0.46742174,0.30742812,0.0002992654,0.18607092,0.0018713061],"about_ca_topic_score_codex":0.000004059334,"about_ca_topic_score_gemma":0.00000589958,"teacher_disagreement_score":0.8798004,"about_ca_system_score_codex":0.00002240371,"about_ca_system_score_gemma":0.000005894127,"threshold_uncertainty_score":0.38868898},"labels":[],"label_agreement":null},{"id":"W1969279919","doi":"10.1108/02602280910926841","title":"Simple and versatile micro‐cantilever sensors","year":2009,"lang":"en","type":"article","venue":"Sensor Review","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Department of National Defence","funders":"","keywords":"Cantilever; Frequency response; Natural frequency; Added mass; Position (finance); Materials science; Frequency domain; Acoustics; Biological system; Engineering; Structural engineering; Physics; Mathematics; Electrical engineering; Vibration; Mathematical analysis","score_opus":0.011928031560510182,"score_gpt":0.26779233032880273,"score_spread":0.25586429876829253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969279919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.845747,0.06694177,0.0006535859,0.01004101,0.0002376914,0.0018115744,0.00014560304,0.00018272159,0.07423904],"genre_scores_gemma":[0.9902548,0.0045440346,0.001019124,0.0030177855,0.0001716067,0.0000050363014,0.000021413194,0.000014189355,0.00095201837],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992546,0.000036585276,0.00019034233,0.00020214028,0.00010459482,0.00021177711],"domain_scores_gemma":[0.99955773,0.00005279891,0.000043787193,0.00016983612,0.000027596625,0.0001482422],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008918775,0.0001241273,0.0002687531,0.000011732499,0.000049648,0.000017632736,0.00006418268,0.000021747941,0.0023822181],"category_scores_gemma":[0.000024629824,0.000093360155,0.0000958241,0.00009321766,0.000021555581,0.000039508766,0.000021888121,0.000106033855,0.00024231224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001722061,0.0001853259,0.0020456722,0.0006896099,0.00007550945,0.00001889349,0.000043618835,0.0000013190497,0.0032151074,0.13264479,0.029194655,0.8318683],"study_design_scores_gemma":[0.00041793473,0.000098214565,0.0027519793,0.00085471536,0.00012849415,0.000004558123,0.000032634078,0.00021154853,0.0030703633,0.013408912,0.97860485,0.00041579088],"about_ca_topic_score_codex":0.000012623152,"about_ca_topic_score_gemma":1.477955e-7,"teacher_disagreement_score":0.9494102,"about_ca_system_score_codex":0.000005164226,"about_ca_system_score_gemma":0.000010099603,"threshold_uncertainty_score":0.99852973},"labels":[],"label_agreement":null},{"id":"W1988360783","doi":"10.1108/02602280410545416","title":"A supported membrane type sensor for medical tactile mapping","year":2004,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Polyvinylidene fluoride; Tactile sensor; Point (geometry); Finite element method; Surface (topology); Acoustics; Process (computing); Membrane; Computer science; Type (biology); Materials science; Biological system; Artificial intelligence; Engineering; Electronic engineering; Computer vision; Structural engineering; Physics; Geometry; Mathematics; Chemistry","score_opus":0.026847016304695537,"score_gpt":0.27634511014865826,"score_spread":0.2494980938439627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988360783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7545795,0.14021961,0.042662203,0.0076837027,0.011621805,0.0071584666,0.00035458282,0.009499974,0.026220184],"genre_scores_gemma":[0.5656191,0.284891,0.130122,0.010013047,0.003730408,0.0004809793,0.0009195969,0.0010201059,0.0032037455],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986368,0.000033450287,0.00047750332,0.00023415203,0.00022450487,0.00039362127],"domain_scores_gemma":[0.9992718,0.00010496069,0.000058825335,0.0002904659,0.00008355501,0.00019038838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028537377,0.00023268363,0.00052714424,0.00004818506,0.00006125535,0.000020214975,0.00013661206,0.00010766477,0.0006813566],"category_scores_gemma":[0.00073550746,0.00020882393,0.00011777096,0.00023296363,0.000031054147,0.00009181615,0.00001704756,0.00012615781,0.0002143062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001180392,0.00025439129,0.00006689636,0.077975325,0.0007990656,0.00088625454,0.00042147655,0.043563645,0.76598865,0.0042423285,0.018319929,0.08736399],"study_design_scores_gemma":[0.0014315906,0.0000771718,0.000046989495,0.00821435,0.00014786814,0.00047131057,0.000034246223,0.00088368414,0.10402274,0.00042281637,0.8833636,0.0008836535],"about_ca_topic_score_codex":0.000013444816,"about_ca_topic_score_gemma":0.0000050214517,"teacher_disagreement_score":0.86504364,"about_ca_system_score_codex":0.00005676724,"about_ca_system_score_gemma":0.000038556776,"threshold_uncertainty_score":0.8515593},"labels":[],"label_agreement":null},{"id":"W1991665091","doi":"10.1108/02602280810850008","title":"Enhanced fluorescence‐based bio‐detection through selective integration of reflectors in microfluidic lab‐on‐a‐chip","year":2008,"lang":"en","type":"article","venue":"Sensor Review","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","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":"Concordia University","funders":"","keywords":"Microfluidics; Nanotechnology; Fluorescence; Biosensor; Materials science; Reflector (photography); Fluorophore; Nanofluidics; Optoelectronics; Optics; Light source","score_opus":0.02285354396232084,"score_gpt":0.26406941509018894,"score_spread":0.2412158711278681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991665091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52004844,0.4689618,0.007165617,0.00013301423,0.000116946074,0.0012034783,0.00001613156,0.00021622569,0.0021383541],"genre_scores_gemma":[0.5313216,0.4682968,0.00011692411,0.00012268532,0.000021352264,0.00006323862,0.000017560498,0.000021305135,0.000018564431],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881727,0.00009643428,0.0004513829,0.00025067257,0.00015333186,0.00023090342],"domain_scores_gemma":[0.9994396,0.000050829203,0.0000796424,0.0003064037,0.00008745195,0.000036101363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012025717,0.00020758693,0.00038493777,0.000113471004,0.000061239145,0.000003938199,0.00011706429,0.000088719535,0.00006858613],"category_scores_gemma":[0.000054077256,0.00019034317,0.00011077609,0.0009997004,0.000057660214,0.00006306438,0.000006011735,0.00023308075,0.000065988344],"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":[0.000013374708,0.00003742773,0.000010671507,0.00040508344,0.000013620737,0.0000016075393,0.00011216775,0.000006801984,0.9861598,0.00008212019,0.0069769914,0.006180319],"study_design_scores_gemma":[0.0001865311,0.000095355754,0.00040934642,0.00089717424,0.00002306423,0.00000906594,0.000011693625,0.000085884385,0.985603,0.000037785077,0.012464422,0.00017672467],"about_ca_topic_score_codex":0.000038872397,"about_ca_topic_score_gemma":0.000008168685,"teacher_disagreement_score":0.011273146,"about_ca_system_score_codex":0.00016442743,"about_ca_system_score_gemma":0.000041792187,"threshold_uncertainty_score":0.7761969},"labels":[],"label_agreement":null},{"id":"W1994466130","doi":"10.1108/02602280510620123","title":"A polyimide based resistive humidity sensor","year":2005,"lang":"en","type":"article","venue":"Sensor Review","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Polyimide; Resistive touchscreen; Materials science; Humidity; Capacitive sensing; Electrode; Optoelectronics; Relative humidity; Composite material; Electronic engineering; Layer (electronics); Electrical engineering; Engineering","score_opus":0.017004934649211868,"score_gpt":0.23671667838474492,"score_spread":0.21971174373553304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994466130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84908116,0.11730069,0.00035487593,0.0068567228,0.0015065594,0.001915951,0.00017689506,0.0027495518,0.02005761],"genre_scores_gemma":[0.9309718,0.039654393,0.022062939,0.0047626677,0.0010235622,0.000025197152,0.00005999476,0.0002132721,0.00122615],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984807,0.00012564444,0.0004847057,0.00027904182,0.00021015794,0.00041976743],"domain_scores_gemma":[0.9991359,0.0000915203,0.000069514994,0.00048140011,0.00007345983,0.00014817071],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026284656,0.0003017205,0.0005755184,0.00006835209,0.00008132268,0.00003817963,0.00012122036,0.00008838489,0.00071194617],"category_scores_gemma":[0.00014837894,0.0002710234,0.0001892039,0.00021093634,0.00004574923,0.00007635206,0.0000157177,0.00014473798,0.0010388531],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012366576,0.00034318105,0.0003809427,0.02760483,0.0004847226,0.0006227198,0.00034927283,0.021242756,0.54350156,0.00055303314,0.23677891,0.16801438],"study_design_scores_gemma":[0.0005401395,0.000042293785,0.0014566372,0.0038132337,0.00020738061,0.000089833404,0.000016009846,0.009370011,0.08165582,0.000015461295,0.90193075,0.00086243945],"about_ca_topic_score_codex":0.000016689602,"about_ca_topic_score_gemma":0.000015278001,"teacher_disagreement_score":0.66515183,"about_ca_system_score_codex":0.00009598248,"about_ca_system_score_gemma":0.000019384635,"threshold_uncertainty_score":0.9999742},"labels":[],"label_agreement":null},{"id":"W1999778562","doi":"10.1108/02602280610652668","title":"Mobile LIDAR system detects air pollution hot spots","year":2006,"lang":"en","type":"article","venue":"Sensor Review","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lidar; Environmental science; Remote sensing; Particulate pollution; Atmosphere (unit); Air pollution; Aerosol; Photomultiplier; Ranging; Meteorology; Air quality index; Optics; Detector; Geography; Telecommunications; Physics; Computer science","score_opus":0.004885707810893755,"score_gpt":0.1989328540934903,"score_spread":0.19404714628259653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999778562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9082501,0.046168543,0.00310377,0.00023103123,0.00032026056,0.0018779832,0.000011535155,0.0003560584,0.039680734],"genre_scores_gemma":[0.9820565,0.0073641725,0.0063173836,0.0009149986,0.00006574632,0.000052071468,0.000007899462,0.00003104713,0.0031901707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873817,0.00006833772,0.00029183194,0.00032110946,0.0002817987,0.00029873758],"domain_scores_gemma":[0.9994501,0.000008155423,0.00011883842,0.00033544796,0.0000020860473,0.00008536279],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015781805,0.00019146391,0.00026640677,0.0000034143566,0.000109778586,0.000008125926,0.00015582592,0.0000603791,0.00069798506],"category_scores_gemma":[0.000005435836,0.00016296687,0.00011843366,0.00020256623,0.000117415155,0.00010275719,0.00009621794,0.00009369478,0.0023860908],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008443601,0.00090225885,0.047167484,0.008629851,0.00009125802,0.00053922925,0.00020964898,0.2527901,0.015000008,0.0011733662,0.031283453,0.6421289],"study_design_scores_gemma":[0.00054930884,0.00023881857,0.14265904,0.0022576472,0.00021122531,0.00034906686,0.00017285047,0.004160759,0.00068121235,0.000079603684,0.8476091,0.0010313885],"about_ca_topic_score_codex":0.000332282,"about_ca_topic_score_gemma":0.000012232628,"teacher_disagreement_score":0.8163256,"about_ca_system_score_codex":0.00042959687,"about_ca_system_score_gemma":0.0000033707101,"threshold_uncertainty_score":0.9983907},"labels":[],"label_agreement":null},{"id":"W2007123510","doi":"10.1108/02602280710731704","title":"Tuning the dynamic behaviour of cantilever MEMS based sensors and actuators","year":2007,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cantilever; Microelectromechanical systems; Microfabrication; Resonator; Microsystem; Materials science; Frequency response; Acoustics; Vibration; Stiffness; Finite element method; Mechanical engineering; Structural engineering; Nanotechnology; Engineering; Optoelectronics; Physics; Composite material; Electrical engineering","score_opus":0.011111925059816966,"score_gpt":0.2580680126440841,"score_spread":0.24695608758426713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007123510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414205,0.055921644,0.0013547371,0.0001716899,0.00011139018,0.0003329067,0.000008523396,0.00026580834,0.00041278382],"genre_scores_gemma":[0.951114,0.046193175,0.0025034042,0.00008631251,0.000008563449,0.0000040797595,0.0000019663878,0.000026577309,0.00006193958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993964,0.0000048176153,0.00022072763,0.00010341676,0.000091280395,0.00018336897],"domain_scores_gemma":[0.999559,0.00008657469,0.000049745886,0.0002504352,0.000023475846,0.000030766903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022615738,0.00012351382,0.00023577455,0.00004235325,0.00003489021,0.000003906952,0.00008469424,0.000050494677,0.000027281138],"category_scores_gemma":[0.00006621113,0.00008294704,0.000053405376,0.00015233844,0.000072100986,0.000029423787,0.000018485485,0.0001517749,0.000004086502],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012027446,0.000040265513,0.0015542611,0.007918931,0.00013142034,0.0001123358,0.00023706497,0.0006943741,0.14552663,0.0002963296,0.0016738917,0.8418025],"study_design_scores_gemma":[0.0023483115,0.00034706402,0.0597213,0.028702643,0.0014359344,0.00044365725,0.0027083606,0.015889661,0.4244529,0.00073469593,0.4595914,0.0036240988],"about_ca_topic_score_codex":0.000011107712,"about_ca_topic_score_gemma":0.000030465804,"teacher_disagreement_score":0.83817834,"about_ca_system_score_codex":0.000022143322,"about_ca_system_score_gemma":0.000004928756,"threshold_uncertainty_score":0.3382482},"labels":[],"label_agreement":null},{"id":"W2014223378","doi":"10.1108/sr-02-2013-630","title":"A novel sensor array and classifier optimization method of electronic nose based on enhanced quantum-behaved particle swarm optimization","year":2014,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":20,"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 Guelph","funders":"","keywords":"Electronic nose; Classifier (UML); Particle swarm optimization; Sensor array; Support vector machine; Artificial intelligence; Pattern recognition (psychology); Computer science; Multi-swarm optimization; Optimization problem; Weighting; Engineering; Algorithm; Machine learning","score_opus":0.014867485810319887,"score_gpt":0.26658977590495586,"score_spread":0.251722290094636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014223378","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012739586,0.0022723468,0.98341084,0.00027193816,0.000042601103,0.00049494195,0.000007780507,0.00046627075,0.0002936785],"genre_scores_gemma":[0.5617332,0.011615977,0.4260949,0.0003202415,0.000031194744,0.000058815644,0.000026573245,0.00008946121,0.000029670267],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99859303,0.00007195916,0.0004561749,0.00032579547,0.000188516,0.00036453456],"domain_scores_gemma":[0.99900466,0.0002471032,0.00014309703,0.0004414251,0.00009374273,0.00006998541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001738953,0.00026066668,0.0005139662,0.000059677528,0.000036762303,0.000012241835,0.000119279764,0.00013321123,0.000045126384],"category_scores_gemma":[0.0005870153,0.00023644211,0.00007427321,0.0003714379,0.00006177405,0.00008696428,0.00001468824,0.0002307072,0.0000073387782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001016577,0.000028027214,0.0000021940425,0.00055297697,0.0000110956535,2.130014e-7,0.000007906336,0.6707024,0.32309324,0.00020529021,0.000009601238,0.005376904],"study_design_scores_gemma":[0.00031410303,0.000068795955,0.0000039353627,0.00047850824,0.00005095318,0.0000031201141,0.000009176037,0.5850697,0.41335404,0.000028427496,0.00044604862,0.00017317677],"about_ca_topic_score_codex":0.0000017342206,"about_ca_topic_score_gemma":8.4204373e-7,"teacher_disagreement_score":0.557316,"about_ca_system_score_codex":0.00008702929,"about_ca_system_score_gemma":0.000006279188,"threshold_uncertainty_score":0.9641829},"labels":[],"label_agreement":null},{"id":"W2043478958","doi":"10.1108/02602281011051425","title":"Determination of tissue properties using microfabricated piezoelectric tactile sensor during minimally invasive surgery","year":2010,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Viscoelasticity; Finite element method; Biomedical engineering; Tactile sensor; Invasive surgery; Materials science; Piezoelectricity; Biological tissue; Acoustics; Mechanical engineering; Computer science; Engineering; Surgery; Artificial intelligence; Structural engineering; Composite material; Medicine","score_opus":0.02606382873381196,"score_gpt":0.2460693417367537,"score_spread":0.22000551300294174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043478958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99281704,0.005912489,0.00016553838,0.000019690942,0.00036728565,0.0003227512,0.000010260335,0.00021935083,0.0001656095],"genre_scores_gemma":[0.9830216,0.010158826,0.0064105126,0.000033609587,0.00013217994,0.000016978896,0.000013539882,0.00008245523,0.00013025769],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986233,0.0000718834,0.00061268674,0.00022486084,0.00014749612,0.00031978934],"domain_scores_gemma":[0.99913377,0.00013815278,0.0001976716,0.00030154525,0.00015476071,0.000074085634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017406979,0.0002476105,0.0006136913,0.00015130868,0.00006688763,0.000023466748,0.00010963395,0.00009197288,0.00009238108],"category_scores_gemma":[0.000634063,0.00022761345,0.000096926364,0.00036681266,0.000049521466,0.00019066689,0.000022515249,0.00016453548,0.000029920153],"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":[0.0000063045686,0.000011799847,0.00007349753,0.00526252,0.000014674546,0.00001957595,0.000028370603,0.0002097429,0.98472226,0.0000015576037,0.000026343772,0.009623352],"study_design_scores_gemma":[0.000084985484,0.000011297237,0.00025736023,0.0018418363,0.00006772368,0.0001875969,0.000007700624,0.00083511096,0.9946629,0.0000045245015,0.0017453174,0.00029366108],"about_ca_topic_score_codex":0.000038237926,"about_ca_topic_score_gemma":0.000011832334,"teacher_disagreement_score":0.009940625,"about_ca_system_score_codex":0.00004100011,"about_ca_system_score_gemma":0.000033918797,"threshold_uncertainty_score":0.9281807},"labels":[],"label_agreement":null},{"id":"W2048428746","doi":"10.1108/02602280610652749","title":"A hybrid randomized protocol for RFID tag identification","year":2006,"lang":"en","type":"article","venue":"Sensor Review","topic":"RFID technology advancements","field":"Engineering","cited_by":54,"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 Ottawa","funders":"","keywords":"Partition (number theory); Radio-frequency identification; Computer science; Protocol (science); Binary number; Set (abstract data type); Identification (biology); Identification scheme; Scheme (mathematics); Algorithm; Collision; Binary search algorithm; Theoretical computer science; Data mining; Mathematics; Search algorithm; Measure (data warehouse); Arithmetic; Operating system","score_opus":0.013006053631793175,"score_gpt":0.2986903809725331,"score_spread":0.2856843273407399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048428746","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007504778,0.017263094,0.07915693,0.00076485856,0.0003013602,0.8961901,0.000037932834,0.00184348,0.0036917538],"genre_scores_gemma":[0.0024232399,0.0016961293,0.008510183,0.00013634161,0.00008151834,0.98631686,0.000046483143,0.00005659705,0.000732676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906415,0.00003629463,0.00048370872,0.00015852592,0.000084682426,0.00017265107],"domain_scores_gemma":[0.99946296,0.000057394253,0.0000957983,0.0003146254,0.0000529039,0.000016312211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035859252,0.00013164074,0.00042566948,0.00004530191,0.000032581796,0.00001132789,0.00011651465,0.00003260019,0.00007732326],"category_scores_gemma":[0.00015292107,0.00011524242,0.00012992493,0.00009734283,0.00003686942,0.00007782907,0.000009367467,0.000068701396,0.00015195788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004613318,0.0004580122,0.00012712496,0.10573563,0.0006700352,0.00004596146,0.000023519111,0.0030662252,0.051457975,0.03707005,0.44339156,0.3533406],"study_design_scores_gemma":[0.043886848,0.000012897877,0.000019735122,0.0020395387,0.0001112063,0.000020045427,7.28892e-7,0.0039930884,0.02773484,0.008403511,0.9134649,0.00031264295],"about_ca_topic_score_codex":0.0000018741441,"about_ca_topic_score_gemma":7.6357315e-7,"teacher_disagreement_score":0.47007334,"about_ca_system_score_codex":0.000038459475,"about_ca_system_score_gemma":0.0000045931597,"threshold_uncertainty_score":0.46994495},"labels":[],"label_agreement":null},{"id":"W2055753827","doi":"10.1108/sr-11-2012-724","title":"Review of recent trends in gas sensing technologies and their miniaturization potential","year":2014,"lang":"en","type":"article","venue":"Sensor Review","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Miniaturization; Computer science; Data science; Emerging technologies; Risk analysis (engineering); Systems engineering; Nanotechnology; Engineering; Artificial intelligence; Electrical engineering; Business; Materials science","score_opus":0.012211725293037563,"score_gpt":0.22515517193158757,"score_spread":0.21294344663855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055753827","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17970385,0.81522036,0.00014178891,0.0025715693,0.00040911697,0.00043695275,0.000011015373,0.0004304975,0.0010748523],"genre_scores_gemma":[0.13147911,0.8668453,0.0013668517,0.00023473207,0.000023105034,0.0000010088787,0.000018969515,0.000023524999,0.000007406402],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990262,0.0001001046,0.00046459862,0.00016349427,0.00007084351,0.00017476267],"domain_scores_gemma":[0.9995492,0.000028613005,0.000092285736,0.00025602334,0.000050707393,0.000023188126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032575324,0.0001734244,0.00058440503,0.000117599484,0.000017232394,0.00001014268,0.000054940258,0.000070610484,0.000032690583],"category_scores_gemma":[0.00016953419,0.00013407986,0.0000598889,0.00036223076,0.00003658784,0.000038699047,0.000022922586,0.0000802913,0.0000042327833],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019035809,0.000007354322,0.000008048881,0.019991318,0.00001306284,0.0000036175957,0.000028059389,0.000042847856,0.025735743,0.000034169552,0.001017499,0.95311636],"study_design_scores_gemma":[0.0009573829,0.0001668455,0.0011799124,0.26345617,0.00031804852,0.00050953426,0.0001321228,0.015994517,0.07794011,0.0003590912,0.63760775,0.0013785245],"about_ca_topic_score_codex":0.0000054202765,"about_ca_topic_score_gemma":0.000005595231,"teacher_disagreement_score":0.9517379,"about_ca_system_score_codex":0.000020794785,"about_ca_system_score_gemma":0.0000030408933,"threshold_uncertainty_score":0.5467618},"labels":[],"label_agreement":null},{"id":"W2060731635","doi":"10.1108/02602280010311365","title":"Integration of an optical roughness sensor with a co‐ordinate measuring machine","year":2000,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced machining processes and optimization","field":"Engineering","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 Victoria","funders":"","keywords":"Stylus; Profilometer; Surface finish; Surface roughness; Amplitude; Noise (video); Software; Optics; Dynamic range; Acoustics; Proximity sensor; Materials science; Engineering; Computer science; Computer vision; Physics; Mechanical engineering; Image (mathematics)","score_opus":0.015740803246990127,"score_gpt":0.26316391155249597,"score_spread":0.24742310830550585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060731635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44171807,0.1316632,0.3736914,0.00054436416,0.00024957888,0.002561199,0.00008430022,0.0018375186,0.047650352],"genre_scores_gemma":[0.81384397,0.07468246,0.1104596,0.00020679142,0.00009232439,0.00004072177,0.00014690151,0.00013400841,0.00039320329],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926233,0.000027615564,0.00026251705,0.00015551843,0.00014389811,0.0001481088],"domain_scores_gemma":[0.9996094,0.000019639177,0.000043180935,0.00020031563,0.00006837428,0.00005910156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121091674,0.00015640547,0.00030774312,0.0000302603,0.000034494027,0.000013530424,0.00007505743,0.000035324632,0.00020121467],"category_scores_gemma":[0.000026874755,0.00011972066,0.00003776357,0.00020653557,0.000024077588,0.0002142361,0.0000037192005,0.00012891208,0.000016949176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032942142,0.000040630657,0.000028426191,0.003967713,0.000033176533,0.000013617066,0.00010829814,0.26686558,0.0013980534,0.00017033216,0.0000162795,0.72732496],"study_design_scores_gemma":[0.0022908186,0.0007183057,0.0008660456,0.02184898,0.00060585805,0.000520813,0.0001266804,0.88170815,0.04320065,0.00016505827,0.046108928,0.0018397267],"about_ca_topic_score_codex":0.0000062863646,"about_ca_topic_score_gemma":0.0000070538567,"teacher_disagreement_score":0.7254852,"about_ca_system_score_codex":0.000021742815,"about_ca_system_score_gemma":0.0000073710044,"threshold_uncertainty_score":0.48820668},"labels":[],"label_agreement":null},{"id":"W2061631958","doi":"10.1108/02602280510620114","title":"A vision system for patient positioning in radiation therapy","year":2005,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; University of Victoria","funders":"","keywords":"Computer vision; Table (database); Computer science; Artificial intelligence; Set (abstract data type); Positioning system; Software; Medical physics; Point (geometry); Medicine; Data mining","score_opus":0.008852638972760736,"score_gpt":0.3074149566123067,"score_spread":0.298562317639546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061631958","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10664613,0.4956434,0.37412527,0.003868706,0.00030075564,0.012113684,0.00010923885,0.0005865007,0.006606298],"genre_scores_gemma":[0.84547234,0.033869773,0.11708579,0.0016010206,0.0006789606,0.00096886157,0.00013230502,0.00008132509,0.000109631525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943924,0.00004492489,0.00022140624,0.00012842934,0.000057482914,0.000108512555],"domain_scores_gemma":[0.99969506,0.00002806939,0.00010426487,0.00012542284,0.00002770976,0.000019454375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010146532,0.00008335142,0.00017718597,0.00002902804,0.000038192135,0.000010282073,0.000039987684,0.0000139588865,0.000047229245],"category_scores_gemma":[0.0000018902183,0.00007020163,0.00007474764,0.00008344252,0.0000053367276,0.00010041515,0.0000036073789,0.000043628548,0.0000057822576],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065295735,0.000033628323,0.0002581844,0.00016189137,0.000007961832,1.5265911e-7,0.000063899555,0.00003664232,0.0010173972,0.0014406011,0.00034308672,0.99663],"study_design_scores_gemma":[0.0009243973,0.00023361365,0.00021453002,0.0050725695,0.000016174903,0.000003306877,0.00004430473,0.002232789,0.016836714,0.00019120036,0.9739195,0.000310897],"about_ca_topic_score_codex":0.00000763792,"about_ca_topic_score_gemma":2.5703088e-7,"teacher_disagreement_score":0.9963191,"about_ca_system_score_codex":0.00007292158,"about_ca_system_score_gemma":0.00000772744,"threshold_uncertainty_score":0.28627396},"labels":[],"label_agreement":null},{"id":"W2062027048","doi":"10.1108/02602280410515851","title":"Theoretical and experimental analysis of a piezoelectric tactile sensor for use in endoscopic surgery","year":2004,"lang":"en","type":"article","venue":"Sensor Review","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Polyvinylidene fluoride; Tactile sensor; Finite element method; Piezoelectricity; Sensitivity (control systems); Acoustics; Materials science; Linearity; Deformation (meteorology); Shear stress; Piezoelectric sensor; Mechanical engineering; Structural engineering; Electronic engineering; Engineering; Computer science; Composite material; Artificial intelligence; Polymer; Physics","score_opus":0.022984290758194376,"score_gpt":0.2709120772666326,"score_spread":0.2479277865084382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062027048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952085,0.04651448,0.000636846,0.00003276098,0.000050094754,0.00053849403,0.000021942475,0.00005420372,0.0000661449],"genre_scores_gemma":[0.9957185,0.002922541,0.0011274242,0.00013424056,0.000011396154,0.000046525474,0.000015254088,0.000022072089,0.0000020909629],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989559,0.000048304624,0.00045406786,0.00020379541,0.000121985475,0.00021593003],"domain_scores_gemma":[0.999249,0.0003697332,0.0000539546,0.00022364863,0.000023371522,0.00008033132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023759952,0.00014463879,0.0007414957,0.00021978661,0.000012638274,0.000011288793,0.000052200154,0.000053903557,0.0002802903],"category_scores_gemma":[0.00017545285,0.00013081412,0.00021122833,0.00071755174,0.00003564611,0.0000798614,0.000010328761,0.00007911068,0.0000048607985],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039897356,0.0028835037,0.29628906,0.11986548,0.015711978,0.00098122,0.001782385,0.016224176,0.11422577,0.27856043,0.0015697847,0.15150726],"study_design_scores_gemma":[0.011552324,0.0012733642,0.07806692,0.031151751,0.025146624,0.0003716071,0.00081204565,0.3792577,0.4304292,0.005257854,0.028885206,0.0077953925],"about_ca_topic_score_codex":0.0000111135,"about_ca_topic_score_gemma":0.0000075825383,"teacher_disagreement_score":0.36303353,"about_ca_system_score_codex":0.00005044407,"about_ca_system_score_gemma":0.0000148317,"threshold_uncertainty_score":0.5334445},"labels":[],"label_agreement":null},{"id":"W2062310855","doi":"10.1108/02602281111169730","title":"Review of femtosecond infrared laser‐induced fibre Bragg grating sensors made with a phase mask","year":2011,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced Fiber Optic Sensors","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":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Femtosecond; Fiber Bragg grating; Laser; Materials science; Optics; Infrared; Grating; PHOSFOS; Optoelectronics; Ultrashort pulse; Optical fiber; Fiber optic sensor; Physics; Polarization-maintaining optical fiber","score_opus":0.032393537799401836,"score_gpt":0.2681057132137876,"score_spread":0.23571217541438577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062310855","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30481416,0.6626161,0.00030804274,0.00018748667,0.00034974856,0.0038783567,0.00024305191,0.00096018205,0.026642904],"genre_scores_gemma":[0.047333173,0.8984518,0.048267312,0.0035872734,0.00018707365,0.00018417616,0.0001479666,0.00050503004,0.0013362122],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976813,0.000118905344,0.0010077053,0.0004103125,0.000285505,0.0004962706],"domain_scores_gemma":[0.9982731,0.00011026736,0.00032396958,0.0009302219,0.00015538096,0.000207071],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028886663,0.0004947555,0.0012045138,0.00009335739,0.00005051223,0.000009484347,0.0002641762,0.00010242136,0.0011071053],"category_scores_gemma":[0.00025590457,0.00041378173,0.00022469673,0.00066412333,0.00006935673,0.00023642612,0.000038823386,0.00037776388,0.00013290964],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015765651,0.0004811769,0.0002310359,0.7005258,0.0012599174,0.0007768321,0.0027309542,0.00034974623,0.044756934,0.00038702646,0.016512556,0.23183036],"study_design_scores_gemma":[0.00587486,0.0014212944,0.00024587015,0.6592724,0.0021430927,0.0015739328,0.00078116637,0.0024928513,0.14670895,0.00022265234,0.17503315,0.004229789],"about_ca_topic_score_codex":0.000007679062,"about_ca_topic_score_gemma":0.0000034084028,"teacher_disagreement_score":0.25748098,"about_ca_system_score_codex":0.000056360546,"about_ca_system_score_gemma":0.000036813515,"threshold_uncertainty_score":0.9998314},"labels":[],"label_agreement":null},{"id":"W2065505667","doi":"10.1108/02602280210416141","title":"An imaging system with structured lighting for on‐line generic sensing of three‐dimensional objects","year":2002,"lang":"en","type":"article","venue":"Sensor Review","topic":"Image Processing Techniques and Applications","field":"Engineering","cited_by":8,"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":"Computer science; Computer vision; Scanner; Artificial intelligence; Frame (networking); Pixel; Line (geometry); Laser scanning; Structured light; Range (aeronautics); Algorithm; Computer graphics (images); Laser; Engineering; Optics; Mathematics; Geometry","score_opus":0.024522373367805144,"score_gpt":0.2588958211382544,"score_spread":0.23437344777044924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065505667","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06638375,0.217487,0.7032878,0.00093506946,0.00029118644,0.004686047,0.00011803169,0.0037540677,0.003057042],"genre_scores_gemma":[0.80415267,0.00056702405,0.19491532,0.00016892859,0.00009219186,0.000022915627,0.000014243609,0.00005686295,0.000009818307],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992617,0.000012648791,0.0002634668,0.00017756199,0.00011445025,0.00017022308],"domain_scores_gemma":[0.99943525,0.000028558046,0.00009128535,0.00028912202,0.000111906505,0.00004390941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010136581,0.00015269435,0.00028594412,0.00004280519,0.0000785632,0.000017766419,0.00008093631,0.000024048406,0.000009254146],"category_scores_gemma":[0.000011554413,0.000118492855,0.000053241834,0.00019083919,0.000020609565,0.000058417765,0.0000074935724,0.00007951471,0.000003680632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016924849,0.000080984246,0.00005549984,0.041933496,0.00012199108,0.000035286048,0.00018292341,0.028071623,0.115623504,0.0015439342,0.0032573997,0.8090764],"study_design_scores_gemma":[0.00016737623,0.000053769883,0.000010245429,0.0069297515,0.00009268531,0.00013661914,0.000013103429,0.9688015,0.021674851,0.00004354442,0.0018227827,0.0002537742],"about_ca_topic_score_codex":0.0000033649812,"about_ca_topic_score_gemma":0.0000025218628,"teacher_disagreement_score":0.94072986,"about_ca_system_score_codex":0.00003254649,"about_ca_system_score_gemma":0.0000057595103,"threshold_uncertainty_score":0.48319983},"labels":[],"label_agreement":null},{"id":"W2073272795","doi":"10.1108/02602280610675465","title":"Design and microfabrication of a hybrid piezoelectric‐capacitive tactile sensor","year":2006,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Capacitive sensing; Microfabrication; Tactile sensor; Piezoelectricity; Materials science; Acoustics; Capacitance; Polyvinylidene fluoride; Sensitivity (control systems); Piezoelectric sensor; Voltage; Electrode; Electronic engineering; Engineering; Electrical engineering; Computer science; Robot; Fabrication; Composite material","score_opus":0.013512341593992857,"score_gpt":0.22351412567075202,"score_spread":0.21000178407675915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073272795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57400113,0.16723037,0.24828374,0.00020512776,0.0004193268,0.0018069219,0.00008227558,0.0009395474,0.00703156],"genre_scores_gemma":[0.9072525,0.057786,0.0341823,0.000126688,0.00013185429,0.00003813142,0.000039452872,0.0000792487,0.00036385652],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911743,0.00008164605,0.00035016963,0.00016688627,0.000086595806,0.00019729296],"domain_scores_gemma":[0.9995094,0.0001183055,0.00009501786,0.00017250761,0.00006623295,0.000038518818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014874032,0.00016414768,0.00037379377,0.000052383388,0.00003256055,0.000012172397,0.00005174549,0.000025405081,0.0000351774],"category_scores_gemma":[0.000068671005,0.00015468207,0.000044300243,0.00016360694,0.000037130983,0.00008413309,0.000007944022,0.00006395429,0.000021975402],"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":[0.00001723313,0.00003839716,0.000039323953,0.004686386,0.00005591736,0.00002873696,0.00003376065,0.010490404,0.92891026,0.00038941222,0.0048968047,0.05041339],"study_design_scores_gemma":[0.00040596293,0.000080508085,0.0002809619,0.002247604,0.00017724796,0.00036184097,0.000011566428,0.0072462675,0.946899,0.0006118513,0.04106328,0.00061390275],"about_ca_topic_score_codex":0.00003061367,"about_ca_topic_score_gemma":4.1866105e-7,"teacher_disagreement_score":0.33325133,"about_ca_system_score_codex":0.00002817438,"about_ca_system_score_gemma":0.0000061528076,"threshold_uncertainty_score":0.6307752},"labels":[],"label_agreement":null},{"id":"W2074352719","doi":"10.1108/02602280810849992","title":"Laser sensors maximize gains and minimize losses","year":2008,"lang":"en","type":"article","venue":"Sensor Review","topic":"Surface Roughness and Optical Measurements","field":"Engineering","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":"Forming Technologies (Canada); University of Windsor","funders":"","keywords":"Synchronization (alternating current); Ethernet; Reliability (semiconductor); Laser; Volume (thermodynamics); Computer science; Real-time computing; Engineering; Electronic engineering; Automotive engineering; Embedded system; Computer hardware; Telecommunications","score_opus":0.054663236055200154,"score_gpt":0.2564097994171821,"score_spread":0.20174656336198196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074352719","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7161617,0.26924586,0.00017822054,0.0004605861,0.0003938074,0.0006130159,0.000018497889,0.0004119479,0.01251637],"genre_scores_gemma":[0.2947652,0.6928477,0.010393501,0.0009414758,0.000121810604,0.000031415893,0.000007068458,0.00009071971,0.0008010606],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914014,0.000037929567,0.00023776061,0.00016774877,0.00017609299,0.00024033978],"domain_scores_gemma":[0.99953675,0.000062434614,0.000021230304,0.00021678064,0.000040454484,0.00012235808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103648694,0.00017645887,0.0003679315,0.000021138923,0.000054992943,0.000010256695,0.00006129548,0.000046183686,0.00025909985],"category_scores_gemma":[0.000102994236,0.00014664479,0.00007208371,0.00013005019,0.00005082874,0.000063932384,0.000016545973,0.00010557486,0.00024170007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012100146,0.0008179702,0.05120198,0.08429745,0.0020681324,0.0037619981,0.0014277737,0.009932324,0.008042495,0.00076625653,0.17117046,0.66639215],"study_design_scores_gemma":[0.0031035133,0.00011299358,0.028927015,0.0127983205,0.00058935216,0.000920051,0.00013271859,0.0102786375,0.009591045,0.000110980676,0.9308211,0.0026142418],"about_ca_topic_score_codex":0.0000033046006,"about_ca_topic_score_gemma":9.574928e-7,"teacher_disagreement_score":0.75965065,"about_ca_system_score_codex":0.000018968607,"about_ca_system_score_gemma":0.000006311734,"threshold_uncertainty_score":0.5980001},"labels":[],"label_agreement":null},{"id":"W2083460199","doi":"10.1108/02602280610640698","title":"Microfabrication influence on the behavior of capacitive type MEMS sensors and actuators","year":2006,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microfabrication; Actuator; Capacitive sensing; Microelectromechanical systems; Process (computing); Surface micromachining; Capacitance; Mechanical engineering; Computer science; Electronic engineering; Control engineering; Engineering; Materials science; Electrical engineering; Nanotechnology; Fabrication","score_opus":0.011443745622234288,"score_gpt":0.23701324367095528,"score_spread":0.22556949804872098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083460199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807432,0.018191904,0.000012812582,0.00012232346,0.000030510699,0.0003622152,0.0000068138397,0.000102884514,0.00042729656],"genre_scores_gemma":[0.9410155,0.058283854,0.000505453,0.00007094149,0.000011669838,0.000037082762,0.0000024150947,0.000014801052,0.00005827194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999614,0.0000056204804,0.00014630434,0.000085943306,0.000059409846,0.00008873957],"domain_scores_gemma":[0.9996578,0.00005810358,0.000045561595,0.00018652894,0.00004145246,0.0000105731615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005432233,0.000089247595,0.00015024241,0.000024360268,0.000024326746,0.0000034399347,0.000056127265,0.000035124343,0.0000094389225],"category_scores_gemma":[0.000072402894,0.000058985428,0.000024717212,0.00015827356,0.00007301597,0.00003449314,0.00000927132,0.00009216575,0.000014160558],"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":[0.000004685934,0.00003650048,0.00038088116,0.0014837302,0.000029468085,0.000008597329,0.000077500044,0.000256478,0.8435137,0.0042807083,0.0022499117,0.14767781],"study_design_scores_gemma":[0.00014592742,0.00009461203,0.012569433,0.0027005929,0.00013742832,0.000035395882,0.00014238566,0.000036283334,0.8964469,0.0006965519,0.086593695,0.00040082226],"about_ca_topic_score_codex":0.000016988603,"about_ca_topic_score_gemma":0.0000022167424,"teacher_disagreement_score":0.14727698,"about_ca_system_score_codex":0.000015936102,"about_ca_system_score_gemma":0.0000025236923,"threshold_uncertainty_score":0.24053559},"labels":[],"label_agreement":null},{"id":"W2096731850","doi":"10.1108/02602280810902604","title":"Sensing in nature: using biomimetics for design of sensors","year":2008,"lang":"en","type":"article","venue":"Sensor Review","topic":"Design Education and Practice","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biomimetics; Originality; Terminology; Computer science; Value (mathematics); Identification (biology); Engineering; Focus (optics); Artificial intelligence; Management science; Machine learning","score_opus":0.09351485780509912,"score_gpt":0.3367778386524198,"score_spread":0.24326298084732068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096731850","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1632265,0.56962246,0.25298262,0.0016954393,0.003064299,0.0058490275,0.000036724,0.00047474564,0.0030481876],"genre_scores_gemma":[0.34786984,0.15191999,0.49876103,0.0009774964,0.00016765983,0.000008846176,0.000011268555,0.000117398486,0.00016648001],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992518,0.000102679754,0.00030955992,0.000102489554,0.00008442153,0.00014909201],"domain_scores_gemma":[0.9993056,0.00034365393,0.00006804804,0.00017427262,0.00007194186,0.000036497357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038296642,0.00010679864,0.0002751642,0.00008576816,0.000025558691,0.0000042217102,0.000049628376,0.000074620715,0.000026382299],"category_scores_gemma":[0.00039098243,0.0001069489,0.000059264585,0.00034060612,0.000021530732,0.000069528294,0.0000041811286,0.0001462147,0.000012707445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022587365,0.00056982454,0.000599518,0.07242081,0.0007204206,0.0003102765,0.0040617078,0.22494456,0.3933078,0.001771448,0.08078079,0.22028697],"study_design_scores_gemma":[0.0014446203,0.00010535829,0.00040570376,0.009779517,0.0004938748,0.0014371246,0.00021152564,0.49890938,0.06450352,0.00024374932,0.42105398,0.0014116218],"about_ca_topic_score_codex":0.000004425986,"about_ca_topic_score_gemma":3.5946104e-7,"teacher_disagreement_score":0.41770247,"about_ca_system_score_codex":0.000039043767,"about_ca_system_score_gemma":0.00003625102,"threshold_uncertainty_score":0.43612495},"labels":[],"label_agreement":null},{"id":"W2115763420","doi":"10.1108/02602280410515770","title":"Haptic interfaces and devices","year":2004,"lang":"en","type":"article","venue":"Sensor Review","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":576,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Immersion (Canada); McGill University","funders":"","keywords":"Haptic technology; Human–computer interaction; Computer science; Haptic perception; Perception; Property (philosophy); Stereotaxy; Simulation; Psychology","score_opus":0.015612985727040018,"score_gpt":0.23984312198719782,"score_spread":0.2242301362601578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115763420","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2699608,0.7138423,0.0007154475,0.0013165111,0.00040317347,0.00050242466,0.0000030578747,0.0004484793,0.012807838],"genre_scores_gemma":[0.9499976,0.04892192,0.00049904454,0.0004239946,0.00003898768,0.0000069824396,0.0000010090333,0.000011083757,0.000099353245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996783,0.000008460694,0.0001340727,0.00006490549,0.0000446236,0.00006962132],"domain_scores_gemma":[0.99985176,0.000008105579,0.000010671951,0.00008372744,0.000011271015,0.000034484183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056671375,0.0000661671,0.00014155083,0.00001400134,0.000016462742,0.000021786445,0.000032451328,0.000015578038,0.00009346933],"category_scores_gemma":[0.000012064903,0.000052632236,0.000016529058,0.000045629025,0.000009984782,0.000047887494,0.0000052862624,0.00003598921,0.00026313815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006396448,0.00009674149,0.0015695438,0.10366516,0.0005880108,0.00012418015,0.003933295,0.0047496175,0.040601708,0.033572182,0.015475233,0.79561794],"study_design_scores_gemma":[0.00063420954,0.00005975955,0.001846959,0.016000278,0.00011793245,0.00034139282,0.00021844053,0.0022332564,0.0019274983,0.000113122696,0.97589123,0.00061590964],"about_ca_topic_score_codex":0.000006816639,"about_ca_topic_score_gemma":0.000020110236,"teacher_disagreement_score":0.960416,"about_ca_system_score_codex":0.0000117167765,"about_ca_system_score_gemma":0.000003131371,"threshold_uncertainty_score":0.3382196},"labels":[],"label_agreement":null},{"id":"W2765946647","doi":"10.1108/sr-10-2016-0226","title":"A novel tactile probe with medical and surgical applications","year":2017,"lang":"en","type":"article","venue":"Sensor Review","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":5,"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":"Stiffness; Interface (matter); Tactile sensor; Computer science; Haptic technology; Biomedical engineering; Artificial intelligence; Finite element method; Computer vision; Mechanical engineering; Simulation; Engineering; Acoustics; Robot; Structural engineering","score_opus":0.05784344522684219,"score_gpt":0.3504704946527863,"score_spread":0.2926270494259441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765946647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26629478,0.020704573,0.009741157,0.19658756,0.0015495195,0.017751299,0.0004975853,0.0015614878,0.48531204],"genre_scores_gemma":[0.8343383,0.13655052,0.0027645526,0.010651986,0.000756603,0.0009649716,0.0000119843035,0.00010032175,0.013860755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989724,0.000043222208,0.00018031534,0.00034655802,0.00028482403,0.00017265524],"domain_scores_gemma":[0.99878114,0.00025241607,0.00015319622,0.0005952908,0.000037773374,0.00018016732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006394042,0.00011627442,0.00022964452,0.000021295007,0.00046783985,0.00009409031,0.00024710313,0.000044047207,0.00052973646],"category_scores_gemma":[0.00077946414,0.0000795296,0.000049530416,0.00006317525,0.00020779738,0.00019812015,0.000060331524,0.00023113853,0.0002032221],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023752409,0.001954588,0.001194122,0.0057429234,0.000097899196,0.0018809433,0.00022174692,0.000001283484,0.13000257,0.061557293,0.008182523,0.7889266],"study_design_scores_gemma":[0.00036456375,0.00006306396,0.00025398165,0.0013152718,0.00004272855,0.0043892525,0.000008291792,0.000063223306,0.005193162,0.000030419302,0.988109,0.00016704947],"about_ca_topic_score_codex":0.00002593818,"about_ca_topic_score_gemma":0.000018128943,"teacher_disagreement_score":0.97992647,"about_ca_system_score_codex":0.000010063063,"about_ca_system_score_gemma":0.000044378663,"threshold_uncertainty_score":0.58002424},"labels":[],"label_agreement":null},{"id":"W2903442137","doi":"10.1108/sr-04-2018-0090","title":"An improved INS/PDR/UWB integrated positioning method for indoor foot-mounted pedestrians","year":2018,"lang":"en","type":"article","venue":"Sensor Review","topic":"Indoor and Outdoor Localization 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":"McGill University","funders":"","keywords":"Inertial navigation system; Dead reckoning; Kalman filter; Computer science; Positioning system; Gait; Inertial measurement unit; Pedestrian; STRIDE; Navigation system; GNSS applications; Real-time computing; Sensor fusion; Computer vision; Simulation; Artificial intelligence; Engineering; Inertial frame of reference; Global Positioning System; Telecommunications","score_opus":0.01534523553435728,"score_gpt":0.3177935564194004,"score_spread":0.3024483208850431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903442137","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018884065,0.012876732,0.9582042,0.0004351504,0.00080408657,0.0027567407,0.00015304935,0.003731273,0.0021547214],"genre_scores_gemma":[0.7050192,0.015000622,0.27415204,0.0027096008,0.0008156255,0.00068212254,0.0007816918,0.0003668908,0.00047221727],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987409,0.00007820137,0.00045549116,0.00027771594,0.00009830829,0.0003493854],"domain_scores_gemma":[0.9990437,0.00007021164,0.00008688632,0.0004325664,0.00029202012,0.000074614596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036619246,0.0002553553,0.000443437,0.00012585375,0.00014991993,0.00006376633,0.0002535316,0.00017911909,0.00015571795],"category_scores_gemma":[0.00034436208,0.00022247124,0.00012905351,0.0005462855,0.00007743373,0.00018633813,0.000019620275,0.0001933066,0.0000573104],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012516357,0.00019710034,0.00065994775,0.011130315,0.0006455722,0.000021617709,0.000987331,0.00069286407,0.10864676,0.007178307,0.022410234,0.84730476],"study_design_scores_gemma":[0.0019720253,0.0010670933,0.00033686723,0.0050431886,0.00052072096,0.00008387811,0.0006597889,0.57195014,0.17762394,0.00091768353,0.2382527,0.0015719752],"about_ca_topic_score_codex":0.000043254095,"about_ca_topic_score_gemma":0.000052847634,"teacher_disagreement_score":0.8457328,"about_ca_system_score_codex":0.00008704672,"about_ca_system_score_gemma":0.0000286281,"threshold_uncertainty_score":0.90721136},"labels":[],"label_agreement":null},{"id":"W3179078786","doi":"10.1108/sr-05-2020-0121","title":"Nanopore-based DNA sequencing sensors and CMOS readout approaches","year":2021,"lang":"en","type":"article","venue":"Sensor Review","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Nanopore; Nanopore sequencing; CMOS; Microelectronics; Electronic circuit; Amplifier; Capacitance; SIGNAL (programming language)","score_opus":0.04969435432454545,"score_gpt":0.22124061133415,"score_spread":0.17154625700960455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179078786","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2277068,0.75862855,0.00033847813,0.0014387002,0.00040016958,0.0007716209,0.000056371715,0.00069736125,0.009961972],"genre_scores_gemma":[0.5366414,0.45351398,0.0063743973,0.0015304156,0.00026278564,0.00009037272,0.00015354437,0.00017988443,0.0012532322],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988121,0.000045229448,0.00035980763,0.00030524962,0.00016604696,0.0003115932],"domain_scores_gemma":[0.9994354,0.00005558907,0.000040942206,0.00031212476,0.000059780028,0.00009616128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018712126,0.00026339845,0.00057806657,0.000043696207,0.00008729392,0.0000177141,0.0000627228,0.00006886626,0.00008142272],"category_scores_gemma":[0.000041510335,0.00023492235,0.00013100545,0.00031065903,0.000054379252,0.0000614262,0.000016620777,0.00014465881,0.000040465417],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007957281,0.00042884538,0.007843962,0.32481936,0.003511867,0.008947493,0.005047562,0.011602998,0.2047598,0.004340897,0.042955413,0.38566223],"study_design_scores_gemma":[0.0019329928,0.00012590319,0.00066458585,0.024740584,0.0015948034,0.00064895133,0.0012388036,0.005846519,0.41648868,0.0002979911,0.5432936,0.0031266042],"about_ca_topic_score_codex":0.000006290274,"about_ca_topic_score_gemma":0.000013798698,"teacher_disagreement_score":0.5003382,"about_ca_system_score_codex":0.000044125296,"about_ca_system_score_gemma":0.000039904462,"threshold_uncertainty_score":0.9579855},"labels":[],"label_agreement":null},{"id":"W4280619244","doi":"10.1108/sr-05-2021-0157","title":"Activity recognition on smartphones using an AKNN based support vectors","year":2022,"lang":"en","type":"article","venue":"Sensor Review","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Université du Québec à Montréal","funders":"Academy of Finland","keywords":"Activity recognition; Support vector machine; Computer science; Machine learning; Artificial intelligence; Metric (unit); Inertial measurement unit; Set (abstract data type); Word error rate; Data mining; Engineering","score_opus":0.13594054054772986,"score_gpt":0.32261914413512266,"score_spread":0.1866786035873928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280619244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90526384,0.004662996,0.065562956,0.007378513,0.0057241097,0.0050790478,0.00037694196,0.0017882922,0.004163333],"genre_scores_gemma":[0.9926749,0.00030378735,0.0019643684,0.004545973,0.00013585172,0.00016130188,0.00006155378,0.000038155915,0.000114103575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968155,0.0012925824,0.00034472154,0.0006474835,0.0005928672,0.00030683746],"domain_scores_gemma":[0.9983586,0.0002270662,0.00031622002,0.00082641304,0.00012790399,0.00014379542],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011374259,0.00023054436,0.0004583535,0.00017023478,0.0003718967,0.00009624597,0.0004733576,0.000036607813,0.0010202602],"category_scores_gemma":[0.00011516918,0.00023718858,0.00020177227,0.00075136503,0.000024085753,0.00062825397,0.00015679837,0.00030107825,0.00029886587],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028867264,0.00064997416,0.00019336109,0.0009221084,0.000035044315,0.00010904178,0.00014180111,0.000053125314,0.004288452,0.00003302594,0.00195379,0.9915914],"study_design_scores_gemma":[0.004045485,0.0045930543,0.006051748,0.008685654,0.00051646563,0.0024528487,0.00026803667,0.10824963,0.04188819,0.00068778463,0.81720316,0.0053579593],"about_ca_topic_score_codex":0.000116627234,"about_ca_topic_score_gemma":0.000018702915,"teacher_disagreement_score":0.9862335,"about_ca_system_score_codex":0.00023405567,"about_ca_system_score_gemma":0.00018247234,"threshold_uncertainty_score":0.99989295},"labels":[],"label_agreement":null},{"id":"W4395481051","doi":"10.1108/sr-11-2022-0415","title":"Design, fabrication and experimental analysis of piezoresistive bidirectional acoustic sensor","year":2024,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"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 Alberta","funders":"","keywords":"Wheatstone bridge; Piezoresistive effect; Cantilever; Materials science; Pressure sensor; Acoustics; Fabrication; Diaphragm (acoustics); Voltage; Vibration; Microelectromechanical systems; Engineering; Optoelectronics; Electrical engineering; Mechanical engineering; Composite material","score_opus":0.021703447743427706,"score_gpt":0.2869271130963264,"score_spread":0.2652236653528987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395481051","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10560297,0.8437101,0.04841723,0.000096066346,0.0002168438,0.0004594734,0.000027711878,0.0011997616,0.00026983686],"genre_scores_gemma":[0.84136146,0.14717782,0.011184514,0.00002999529,0.00003069395,0.000050155955,0.000008859083,0.000032174194,0.0001243144],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995264,0.000008263927,0.0001688963,0.00013911865,0.00007514959,0.0000822067],"domain_scores_gemma":[0.99972844,0.000089030385,0.000020907708,0.00011331193,0.000028271512,0.000020045418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006656349,0.00009431016,0.00025103736,0.0001529676,0.000018781042,0.00000761767,0.00003268489,0.00003339332,0.000052894204],"category_scores_gemma":[0.000048452886,0.00007983116,0.000067828536,0.00061828014,0.00003868903,0.00004991199,0.000011690301,0.00006330831,0.000011195837],"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":[0.000009011506,0.000036678168,0.00002041634,0.0051669893,0.0018086411,0.000026053602,0.00025763537,0.016252078,0.8629976,0.00026382192,0.0027829807,0.11037812],"study_design_scores_gemma":[0.0002864438,0.00019771593,0.0032260986,0.0067701074,0.0060582506,0.00006812701,0.000769354,0.15754233,0.7734329,0.00030927133,0.050213777,0.0011256261],"about_ca_topic_score_codex":0.0000023503642,"about_ca_topic_score_gemma":8.1352823e-7,"teacher_disagreement_score":0.7357585,"about_ca_system_score_codex":0.000034926452,"about_ca_system_score_gemma":0.0000046714345,"threshold_uncertainty_score":0.32554203},"labels":[],"label_agreement":null}]}