{"meta":{"query_hash":"cd1a2fce139d","filters":{"venue":"TechConnect Briefs"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"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/cd1a2fce139d","api":"https://metacan.xera.ac/api/v1/cohort?venue=TechConnect+Briefs"},"results":[{"id":"W2181782316","doi":"","title":"Programmable Three-Dimensional Microfluidic Fabrication by Direct-Write Assembly","year":2006,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Electrowetting and Microfluidic Technologies","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":"Polytechnique Montréal","funders":"","keywords":"Microscale chemistry; Microfluidics; Fabrication; Computer science; Nanotechnology; Conic section; Chip; Computer hardware; Computer architecture; Materials science; Engineering drawing; Engineering; Mathematics; Telecommunications","score_opus":0.00427397997209555,"score_gpt":0.18341509066934628,"score_spread":0.17914111069725072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181782316","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":[0.91191727,0.0581997,0.01020951,0.0006450636,0.00027938877,0.00055430684,0.00004378717,0.010648118,0.007502846],"genre_scores_gemma":[0.99728894,0.00020117202,0.0011370776,0.00007658155,0.00011260163,0.000102743375,0.00012055351,0.000082425904,0.0008779146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985127,0.000015953998,0.00031825248,0.00035921737,0.00018568215,0.000608198],"domain_scores_gemma":[0.9993385,0.00007547108,0.00005352534,0.00041301086,0.000072934425,0.00004654969],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021100609,0.0002835848,0.00026062524,0.00015036293,0.00014528363,0.00007200115,0.00027994387,0.00022708057,0.000026177915],"category_scores_gemma":[0.000054002136,0.00029588584,0.00008813281,0.00047723556,0.00007980578,0.00013512639,0.00005046019,0.0002795262,0.000120705256],"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":[0.0000032237294,0.00003395539,0.00034422122,0.000020328502,0.000022407688,0.000004025701,0.000004211791,0.000020235308,0.68059254,0.00029291704,0.2973156,0.021346338],"study_design_scores_gemma":[0.000264861,0.000054471333,0.00042042107,0.000032335593,0.000019414365,0.000023413806,0.0000040971104,0.00029500527,0.7883251,0.0009254624,0.20930691,0.00032854697],"about_ca_topic_score_codex":0.0005877513,"about_ca_topic_score_gemma":0.00004126526,"teacher_disagreement_score":0.107732534,"about_ca_system_score_codex":0.00013401448,"about_ca_system_score_gemma":0.000025822492,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W2183280580","doi":"","title":"New Type of High Sensitive Detection of Particles Based on DeFET","year":2008,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Microfluidic and Bio-sensing 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 Calgary","funders":"","keywords":"CMOS; Chip; Sensitivity (control systems); Electric field; Transistor; Electrical engineering; Computer science; Electronic engineering; Materials science; Optoelectronics; Engineering; Physics; Voltage","score_opus":0.018258240542742183,"score_gpt":0.19940669676098471,"score_spread":0.18114845621824252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183280580","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":[0.9780942,0.00014025487,0.020658256,0.00006109215,0.000099643665,0.000082465405,0.0000071453946,0.00058543385,0.00027147442],"genre_scores_gemma":[0.9968234,0.0000658567,0.003020666,0.00002956223,0.000022014327,6.6412576e-7,0.000002400031,0.00001709108,0.000018390707],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994641,0.000012437764,0.00017386036,0.00011134336,0.00009988041,0.00013837808],"domain_scores_gemma":[0.9995607,0.00007957825,0.000042741496,0.00023805792,0.00005291813,0.00002596458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006059716,0.00010679603,0.00019048674,0.000110190034,0.000027777756,0.0000021195765,0.00006851303,0.00011078436,0.000012227841],"category_scores_gemma":[0.00010848001,0.000100306424,0.00004562457,0.0002868859,0.00008136924,0.000025794141,0.000015624544,0.00009220344,0.000013407303],"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":[0.000052920514,0.000017333512,0.00014898578,0.0000250781,0.000019058447,0.000010317917,0.00006038548,0.0008174935,0.9805769,0.00025804708,0.0017582997,0.016255219],"study_design_scores_gemma":[0.0002651721,0.00020760366,0.0031200647,0.00004388872,0.000012217991,0.000015857093,0.00003086288,0.0028495046,0.992596,0.00033618216,0.00041555017,0.000107122585],"about_ca_topic_score_codex":0.00024220426,"about_ca_topic_score_gemma":0.000013838422,"teacher_disagreement_score":0.01872912,"about_ca_system_score_codex":0.00002667393,"about_ca_system_score_gemma":0.000024475652,"threshold_uncertainty_score":0.4090377},"labels":[],"label_agreement":null},{"id":"W2184558403","doi":"","title":"Kinetics of microdomain structures in multi-phase polymer-liquid crystalline materials","year":2004,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Liquid Crystal Research Advancements","field":"Materials Science","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":"McGill University","funders":"","keywords":"Spinodal; Phase diagram; Mesoscopic physics; Materials science; Phase (matter); Lipid microdomain; Spinodal decomposition; Isotropy; Thermodynamics; Kinetics; Chemical physics; Condensed matter physics; Chemistry; Physics; Optics; Classical mechanics","score_opus":0.029596898737324597,"score_gpt":0.3342471101364321,"score_spread":0.30465021139910753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184558403","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":[0.9905498,0.00033191172,0.007544085,0.0002910769,0.00016549217,0.0005751456,0.0003659666,0.000103049526,0.00007344418],"genre_scores_gemma":[0.9859917,0.000027940932,0.0134925125,0.00021878051,0.000060279093,0.0000382741,0.000037683683,0.000047754766,0.0000850593],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99735904,0.0001257212,0.00077824417,0.00049966027,0.0005178328,0.0007194756],"domain_scores_gemma":[0.99879515,0.0000864805,0.00024509555,0.00059592817,0.00011769672,0.00015964343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048612963,0.00028367128,0.00048825366,0.0002590045,0.000048349957,0.000058994323,0.0006284393,0.00016542533,0.0012339569],"category_scores_gemma":[0.0005423005,0.00026591288,0.00006061472,0.0003648148,0.00031119186,0.0002589882,0.000309358,0.0001776281,0.0000432134],"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":[0.00072306144,0.0004933629,0.0000057057837,0.000091104834,0.000008649597,0.00007243859,0.0001898076,0.00020559678,0.99573815,0.0023198845,0.00001978021,0.00013247468],"study_design_scores_gemma":[0.0051649287,0.0011106888,0.000102760256,0.000104439096,0.0000073466554,0.000020202846,0.00006416583,0.000003728882,0.99013656,0.0026787769,0.0003407409,0.0002656447],"about_ca_topic_score_codex":0.0006832394,"about_ca_topic_score_gemma":0.00020174557,"teacher_disagreement_score":0.0059484276,"about_ca_system_score_codex":0.00020456905,"about_ca_system_score_gemma":0.00009411253,"threshold_uncertainty_score":0.9999793},"labels":[],"label_agreement":null},{"id":"W2184777648","doi":"","title":"A Physics-Based Empirical Model for Ge Self Diffusion in Silicon Germanium Alloys","year":2008,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Silicon and Solar Cell Technologies","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":"McMaster University","funders":"","keywords":"Thermal diffusivity; Germanium; Vacancy defect; Thermodynamics; Silicon; Materials science; Alloy; Diffusion; Condensed matter physics; Self-diffusion; Crystallographic defect; Statistical physics; Metallurgy; Physics; Computer science","score_opus":0.03776429137364973,"score_gpt":0.2545833375937319,"score_spread":0.2168190462200822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184777648","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":[0.9599567,0.0001455048,0.035509687,0.00017320269,0.00007971754,0.00045073967,0.000012371646,0.0028190892,0.0008529898],"genre_scores_gemma":[0.997129,0.00006684887,0.0020722132,0.00037213234,0.00005167572,0.0001486404,0.000014737673,0.00006508885,0.00007965767],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886304,0.00001343404,0.00026486072,0.00029612496,0.00013729972,0.00042521363],"domain_scores_gemma":[0.99934936,0.00013214882,0.000028675922,0.00040709804,0.000023533794,0.0000591946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010980918,0.00024549456,0.00031245922,0.00014552863,0.00008553341,0.00001603431,0.0002585707,0.00026015664,0.000011921973],"category_scores_gemma":[0.000030499008,0.0002526648,0.00013847364,0.0002512666,0.00006111446,0.00010101349,0.000046540576,0.0002752492,0.000025085717],"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":[0.00025931874,0.0014464047,0.04311055,0.0009631053,0.00024808155,0.00025817245,0.00981177,0.3179672,0.58362997,0.008184426,0.017244138,0.016876854],"study_design_scores_gemma":[0.00111327,0.00005777779,0.0026000913,0.000019627138,0.0000104895225,0.0000074875643,0.000032210944,0.92238176,0.07146588,0.0007496098,0.0012328272,0.00032895448],"about_ca_topic_score_codex":0.000016578162,"about_ca_topic_score_gemma":0.00003241171,"teacher_disagreement_score":0.6044146,"about_ca_system_score_codex":0.00011992321,"about_ca_system_score_gemma":0.000042049818,"threshold_uncertainty_score":0.99999255},"labels":[],"label_agreement":null},{"id":"W2184897998","doi":"","title":"On Idlow with Emphasis on Speculative SPICE Modeling","year":2006,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Semiconductor materials and devices","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Spice; Emphasis (telecommunications); MOSFET; Voltage; Electronic engineering; Computer science; Silicon on insulator; Electrical engineering; Engineering; Materials science; Silicon; Transistor; Optoelectronics","score_opus":0.007221462708842523,"score_gpt":0.1821251245448632,"score_spread":0.17490366183602069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184897998","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":[0.97187346,0.000111559195,0.0012912544,0.00004154627,0.0001800671,0.00014893338,0.000014314575,0.0006615721,0.025677308],"genre_scores_gemma":[0.9988992,0.0000073623532,0.0005039556,0.00020017891,0.00023637079,0.000015695177,0.000013187172,0.00005900928,0.000065007756],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991361,0.0000121197245,0.00017833033,0.00024132742,0.00017465075,0.00025745665],"domain_scores_gemma":[0.99957114,0.00006126297,0.000028463632,0.00026874803,0.000028701876,0.00004169217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007122557,0.0002231983,0.00021668573,0.00009504441,0.00005663481,0.000064268555,0.00011472814,0.00007618817,0.00018170205],"category_scores_gemma":[0.000013165306,0.00018509162,0.00004264744,0.00014550902,0.00001777362,0.0001040621,0.000011402257,0.0001057135,0.00012970602],"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":[0.00014770207,0.00009841346,0.00013300119,0.00010050695,0.0001029853,0.000069481015,0.00025193766,0.80669737,0.16025865,0.028362649,0.0018534489,0.0019238858],"study_design_scores_gemma":[0.002464125,0.0008042794,0.001782531,0.00064560195,0.000088100496,0.000052953117,0.0002124827,0.20086548,0.7710089,0.014255274,0.0060616676,0.0017585772],"about_ca_topic_score_codex":0.00033620765,"about_ca_topic_score_gemma":0.00007601296,"teacher_disagreement_score":0.61075026,"about_ca_system_score_codex":0.00006535827,"about_ca_system_score_gemma":0.000008289239,"threshold_uncertainty_score":0.7547817},"labels":[],"label_agreement":null},{"id":"W2186126642","doi":"","title":"Fast DNA Hybridization on a Multi-Sample Multi-probe Microfluidic Microarray Compact Disc","year":2005,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Simon Fraser University","funders":"","keywords":"Microfluidics; Oligonucleotide; DNA; Microarray; DNA–DNA hybridization; DNA microarray; Microfluidic chip; Nanotechnology; Materials science; Chemistry; Analytical Chemistry (journal); Chromatography; Gene; Biochemistry; Gene expression","score_opus":0.014216726706167295,"score_gpt":0.23070101042939964,"score_spread":0.21648428372323233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186126642","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":[0.5002086,0.03379142,0.45926267,0.001107862,0.0002280064,0.0014254827,0.00041244886,0.0024952777,0.0010682518],"genre_scores_gemma":[0.98068726,0.013967708,0.0032367685,0.00070137787,0.00028176932,0.00009848042,0.0003355401,0.00017595904,0.00051511545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820787,0.000041968164,0.00045529002,0.0004878526,0.00018744882,0.0006195524],"domain_scores_gemma":[0.9989182,0.00010360251,0.0000706924,0.0006674736,0.00006187114,0.00017815568],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015805599,0.00042048717,0.00035894493,0.00020332426,0.00025290373,0.000082550905,0.00038080855,0.00015681743,0.00035325126],"category_scores_gemma":[0.000056768826,0.0004299249,0.00015643841,0.00043852636,0.00008674285,0.00014691177,0.000032717046,0.0003096611,0.0006404015],"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":[0.000012377307,0.0001738578,0.00014674453,0.00003098795,0.000056192963,0.0000022455451,0.00022829315,0.00020414813,0.9030154,0.0005425347,0.09144243,0.0041448046],"study_design_scores_gemma":[0.0009150779,0.000055955526,0.0013097913,0.000040579973,0.000031913194,0.000019197423,0.000049599093,0.0035770074,0.7704977,0.000040875377,0.22296873,0.00049361965],"about_ca_topic_score_codex":0.00011599384,"about_ca_topic_score_gemma":0.000031924774,"teacher_disagreement_score":0.4804787,"about_ca_system_score_codex":0.00027365927,"about_ca_system_score_gemma":0.000040864765,"threshold_uncertainty_score":0.9998152},"labels":[],"label_agreement":null},{"id":"W2186614296","doi":"","title":"Modelling of Torsional Micromirrors with Springs made of Multiple Rotational Serpentine Elements","year":2006,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Advanced MEMS and NEMS Technologies","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":"Spring (device); Surface micromachining; Stiffness; Torsion spring; Planar; Bending; Materials science; Structural engineering; Finite element method; Matrix (chemical analysis); Mechanical engineering; Mechanics; Engineering; Composite material; Physics; Computer science; Fabrication","score_opus":0.01061760567954638,"score_gpt":0.1922597400930065,"score_spread":0.1816421344134601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186614296","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":[0.97194916,0.00013874746,0.027164306,0.000017087177,0.00003064369,0.00014234694,0.000028191984,0.00024825084,0.00028125584],"genre_scores_gemma":[0.9071511,0.00001432827,0.09270419,0.0000039780675,0.000014459276,0.0000129886,0.00001709267,0.000023991734,0.000057837296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922884,0.0000015785056,0.0002981659,0.00013612316,0.00015708272,0.00017823424],"domain_scores_gemma":[0.99963605,0.00004317505,0.00008866711,0.00015839156,0.000056921323,0.00001680499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058504444,0.00012858209,0.00019109942,0.00010918042,0.00002552324,0.000003261392,0.00012591612,0.000061513885,0.000026106254],"category_scores_gemma":[0.00000946165,0.0001199009,0.00004346731,0.00014522861,0.00006234148,0.000096925214,0.000031619955,0.000093312854,0.0000022575],"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":[0.000030910523,0.00004812636,0.0021790278,0.00008715522,0.000033675922,0.0000023946466,0.000019940562,0.21250089,0.78212774,0.0022960457,0.00007951388,0.00059456547],"study_design_scores_gemma":[0.00077765837,0.00005891536,0.0041898605,0.00010420612,0.000012766288,0.0000053939575,0.000044941895,0.02760308,0.9622725,0.0035222534,0.001217106,0.00019128968],"about_ca_topic_score_codex":0.00020729128,"about_ca_topic_score_gemma":0.00001916635,"teacher_disagreement_score":0.18489781,"about_ca_system_score_codex":0.00002635295,"about_ca_system_score_gemma":0.000010679987,"threshold_uncertainty_score":0.48894167},"labels":[],"label_agreement":null},{"id":"W2186826974","doi":"","title":"AC Electroosmotic Fluid Flow in Electrolytes Generated by Two Coplanar Microelectrodes","year":2006,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","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":"Western University","funders":"","keywords":"Electric field; Laplace's equation; Mechanics; Electrohydrodynamics; Chemistry; Electrolyte; Electrode; Debye length; Electric potential; Electro-osmosis; Laplace transform; Fluid dynamics; Flow (mathematics); Double layer (biology); Voltage; Boundary value problem; Materials science; Layer (electronics); Physics; Electrophoresis; Ion","score_opus":0.0032555700629593553,"score_gpt":0.21055749691238482,"score_spread":0.20730192684942547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186826974","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":[0.98194635,0.0029950012,0.0009525508,0.0007824181,0.000054687753,0.00019201147,0.00010770021,0.00044695986,0.012522314],"genre_scores_gemma":[0.99086463,0.0001287486,0.0006163213,0.000584694,0.00022673012,0.000116384246,0.0006602449,0.000093617244,0.0067086513],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99740094,0.00004513391,0.00057871215,0.0006200047,0.00024606017,0.0011091315],"domain_scores_gemma":[0.9990033,0.00018520736,0.00014606807,0.00046032105,0.00011004372,0.00009507476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015307448,0.00042393766,0.0004358157,0.00019955212,0.0002071259,0.00015792168,0.0003736389,0.00017413897,0.0010355638],"category_scores_gemma":[0.00007556295,0.00046222488,0.0001390389,0.0006871953,0.00006209078,0.0001681098,0.00003385231,0.00061464286,0.00008469884],"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":[0.00007917273,0.00023874766,0.00057966873,0.00002064831,0.00005247713,0.000024396966,0.000021570288,0.00016158387,0.9295685,0.0010770392,0.067228794,0.0009473887],"study_design_scores_gemma":[0.0012765899,0.00014792215,0.000057678248,0.00003478323,0.00003735764,0.00011205949,0.000013823117,0.008792999,0.9598362,0.0027044478,0.026476694,0.00050943496],"about_ca_topic_score_codex":0.0017489701,"about_ca_topic_score_gemma":0.0020897533,"teacher_disagreement_score":0.040752098,"about_ca_system_score_codex":0.00044531244,"about_ca_system_score_gemma":0.00017599907,"threshold_uncertainty_score":0.99987763},"labels":[],"label_agreement":null},{"id":"W2187335216","doi":"","title":"Cationic Polythiophene for Label-Free, Colorimetric and Fluorometric Detection of DNA","year":2005,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Molecular Sensors and Ion Detection","field":"Chemistry","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":"Université Laval","funders":"","keywords":"Polythiophene; Oligonucleotide; Cationic polymerization; Chemistry; Combinatorial chemistry; DNA; Aptamer; Fluorescence; Transduction (biophysics); Conjugated system; Nanotechnology; Molecular probe; Polymer; Materials science; Biochemistry; Conductive polymer; Molecular biology; Biology; Organic chemistry","score_opus":0.011271530510677634,"score_gpt":0.22890160773570264,"score_spread":0.217630077225025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187335216","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":[0.99045473,0.0013161972,0.005655616,0.00017367327,0.0000799352,0.00019936582,0.000029827797,0.0001518535,0.0019388038],"genre_scores_gemma":[0.99639434,0.00009260862,0.0023267155,0.00006381214,0.00017916808,0.000046680074,0.000009413017,0.000030189172,0.000857089],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900526,0.00001358633,0.00030549237,0.00028890464,0.00017723352,0.00020950427],"domain_scores_gemma":[0.9990605,0.00017024025,0.00017881508,0.00038657806,0.00013374639,0.000070103015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019050277,0.0001442277,0.00021308636,0.00042356862,0.00011960643,0.000024707513,0.00014389274,0.0001715297,0.00015315479],"category_scores_gemma":[0.0007549153,0.00015562789,0.00007405396,0.0009429476,0.00004392953,0.00009741262,0.00004852321,0.00011023451,0.000007270479],"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":[0.000059250015,0.00006548293,0.000046701218,0.000083415005,0.000026846872,4.2510393e-7,0.000026911632,0.000009310018,0.8691929,0.0003614266,0.00014664957,0.12998067],"study_design_scores_gemma":[0.0013784213,0.00018104618,0.0005208406,0.000015423504,0.000049877097,0.000030664054,0.000019794454,0.0022229932,0.9815624,0.00040695048,0.013435749,0.00017583462],"about_ca_topic_score_codex":0.00012114418,"about_ca_topic_score_gemma":0.00005187233,"teacher_disagreement_score":0.12980483,"about_ca_system_score_codex":0.00009257272,"about_ca_system_score_gemma":0.000026405789,"threshold_uncertainty_score":0.6346321},"labels":[],"label_agreement":null},{"id":"W2187369334","doi":"","title":"Effect of Strain on the Oxidation Rate of Silicon Germanium Alloys","year":2008,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Semiconductor materials and devices","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; McMaster University","funders":"","keywords":"Layer (electronics); Materials science; Silicon-germanium; Strain (injury); Germanium; Silicon; Oxide; Strain rate; Optoelectronics; Composite material; Metallurgy","score_opus":0.01294817510539098,"score_gpt":0.21598871562991323,"score_spread":0.20304054052452225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187369334","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":[0.9973212,0.000094406576,0.000014916251,0.000034841298,0.00017081355,0.00019944411,0.00002055401,0.00013278307,0.0020110605],"genre_scores_gemma":[0.9997842,0.000035297002,0.000007679949,0.00005842377,0.000055998502,0.000011631918,0.000008885625,0.000020504493,0.000017390052],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940455,0.000077824945,0.00021449492,0.00009635109,0.00008664817,0.00012013862],"domain_scores_gemma":[0.9992871,0.00036282532,0.00006506915,0.00024366201,0.000021875745,0.000019449983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038852866,0.000120571494,0.00021680817,0.000049344653,0.000028050761,0.0000062415525,0.00013334467,0.000059639682,0.00019510732],"category_scores_gemma":[0.000052093896,0.00008312126,0.000056672343,0.00009693087,0.000051058207,0.0000610719,0.000013356747,0.00006401712,0.000021087693],"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":[0.000021901471,0.000007074133,0.00007000243,0.00010559524,0.000023972525,0.0000017106481,0.00013543633,0.00029090024,0.99754614,0.0010709517,0.00038920288,0.00033711278],"study_design_scores_gemma":[0.00022327786,0.0001911998,0.0026541841,0.000039762544,0.00001138341,0.0000058229366,0.000011705927,0.00026828016,0.9960972,0.00006177746,0.00035109065,0.0000843197],"about_ca_topic_score_codex":0.00006018467,"about_ca_topic_score_gemma":0.000003566047,"teacher_disagreement_score":0.0025841817,"about_ca_system_score_codex":0.000012329927,"about_ca_system_score_gemma":0.000006999252,"threshold_uncertainty_score":0.33895868},"labels":[],"label_agreement":null},{"id":"W2187601065","doi":"","title":"Engineering of bacteriophages displaying affinity tags on its head for biosensor applications","year":2008,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":6,"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":"Bacteriophage; Streptavidin; Escherichia coli; Lysis; Biotin; Cellulosome; Cellulose; Enumeration; Chemistry; Biotinylation; Biochemistry; Biosensor; Phage display; Cellulase; Peptide; Gene","score_opus":0.09725824447079527,"score_gpt":0.34783617512907355,"score_spread":0.25057793065827827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187601065","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":[0.9941877,0.00029147495,0.0006897846,0.0016506911,0.00003476785,0.0008806793,0.00014331391,0.00010293147,0.0020186151],"genre_scores_gemma":[0.9944661,0.00013630855,0.002782193,0.00025538367,0.00022541311,0.00016197242,0.00004777166,0.000026483354,0.0018983731],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903923,0.000010204573,0.0002389704,0.00022771499,0.00020900393,0.00027487104],"domain_scores_gemma":[0.9990908,0.00037306393,0.000055148277,0.00023615085,0.00011898738,0.00012587778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012245351,0.00014274681,0.00029938415,0.00014003617,0.000127498,0.0000054853804,0.00010944756,0.00007359038,0.00007153706],"category_scores_gemma":[0.0001924258,0.000122053985,0.00014086603,0.00019077388,0.00006447997,0.000042334497,0.000037283513,0.00016126901,0.00006920261],"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":[0.001106435,0.0006583478,0.0035716968,0.001517993,0.00021775285,0.000051223924,0.000336168,0.00009186457,0.9582905,0.013366373,0.0020659252,0.018725712],"study_design_scores_gemma":[0.0017195225,0.00086038176,0.046022534,0.00027015834,0.000048963262,0.00023505102,0.000023642746,0.0015638331,0.73297316,0.000050499497,0.21591197,0.00032025806],"about_ca_topic_score_codex":0.000040312196,"about_ca_topic_score_gemma":0.0000042007323,"teacher_disagreement_score":0.22531733,"about_ca_system_score_codex":0.0000331368,"about_ca_system_score_gemma":0.000056461253,"threshold_uncertainty_score":0.4977217},"labels":[],"label_agreement":null},{"id":"W2187605234","doi":"","title":"Evolution of Streaming Potential in a Finite Length Microchannel","year":2005,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Alberta","funders":"","keywords":"Microchannel; Streaming current; Electrokinetic phenomena; Mechanics; Finite element method; Transient (computer programming); Flow (mathematics); Steady state (chemistry); Microfluidics; Electrolyte; Materials science; Chemistry; Physics; Nanotechnology; Thermodynamics; Computer science","score_opus":0.003940746303882552,"score_gpt":0.18288406706823299,"score_spread":0.17894332076435043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187605234","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":[0.96138364,0.018196551,0.018763786,0.000081806545,0.00003292785,0.00017115584,0.000015240164,0.00018797984,0.001166897],"genre_scores_gemma":[0.99614763,0.0033944042,0.00024171555,0.000021727854,0.00008636754,0.000024849,0.000009913239,0.000023315848,0.000050100032],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992903,0.000010944457,0.00024884669,0.00014140594,0.00008132521,0.0002272112],"domain_scores_gemma":[0.99969035,0.00002718994,0.000029876235,0.0001964489,0.000023693765,0.000032462478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008383468,0.00011358716,0.00015109284,0.00016044185,0.000029140061,0.000006811697,0.00012635457,0.00008247013,0.00007788765],"category_scores_gemma":[0.000012662651,0.00013027048,0.000051201874,0.00028905197,0.000025900503,0.000069703594,0.000018906172,0.00012154923,0.000033136756],"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":[0.000007620239,0.000040030303,0.00011521746,0.00002873764,0.000016118916,0.0000016542256,0.00014229554,0.003543965,0.98410136,0.0016879851,0.0050635813,0.0052514384],"study_design_scores_gemma":[0.0011354769,0.00008592254,0.008082205,0.00010040343,0.00003931749,0.000029840365,0.00026622834,0.041369136,0.9190453,0.0015843967,0.027714502,0.00054724206],"about_ca_topic_score_codex":0.00009144862,"about_ca_topic_score_gemma":0.000051178147,"teacher_disagreement_score":0.065056026,"about_ca_system_score_codex":0.00013720135,"about_ca_system_score_gemma":0.00002198453,"threshold_uncertainty_score":0.5312276},"labels":[],"label_agreement":null},{"id":"W2188739590","doi":"","title":"Determination of Non-local Elasticity Constants for the Torsional Buckling of Single-Wall Carbon Nanotubes Using Molecular Dynamics","year":2009,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","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":"Zigzag; Buckling; Carbon nanotube; Elasticity (physics); Molecular dynamics; Materials science; Continuum mechanics; Work (physics); Classical mechanics; Mechanics; Structural engineering; Nanotechnology; Physics; Composite material; Mathematics; Thermodynamics; Geometry; Engineering; Quantum mechanics","score_opus":0.012395870828604959,"score_gpt":0.25007969218391074,"score_spread":0.23768382135530577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188739590","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":[0.7115647,0.00006854669,0.28774622,0.000060503506,0.00018870085,0.0002428407,0.00005886246,0.000021107697,0.000048477134],"genre_scores_gemma":[0.9886032,0.0000016067512,0.011222975,0.00010553852,0.000038955193,0.000003562614,0.0000066995217,0.000011766416,0.00000569802],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986949,0.000039335504,0.000439006,0.0002533016,0.0002809778,0.00029247275],"domain_scores_gemma":[0.9987589,0.0005047741,0.00025936577,0.00021082714,0.00022115064,0.000044984554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028154126,0.0001800294,0.00031142778,0.00007942679,0.00013243704,0.00002234306,0.00029612312,0.00011587701,0.000015094084],"category_scores_gemma":[0.0002859635,0.00013670797,0.00011022497,0.00015878218,0.00039098316,0.000068828886,0.000052124167,0.00008026581,3.6765852e-7],"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":[0.00009292438,0.000069136666,0.00010825505,0.000051309464,0.000008261918,0.0000025577829,0.00012479821,0.002630775,0.9894817,0.0029099956,0.0000014121355,0.0045188935],"study_design_scores_gemma":[0.00035433544,0.00029279644,0.00048340822,0.00012899471,0.000068047724,0.00001915775,0.00006218689,0.17987351,0.8143136,0.0042513176,0.0000104377,0.00014221702],"about_ca_topic_score_codex":0.0001980305,"about_ca_topic_score_gemma":0.000047699195,"teacher_disagreement_score":0.27703846,"about_ca_system_score_codex":0.00010323404,"about_ca_system_score_gemma":0.00009512473,"threshold_uncertainty_score":0.5574789},"labels":[],"label_agreement":null},{"id":"W2396344964","doi":"","title":"Dicationic gemini surfactant gene delivery complexes contain cubic-lamellar mixed polymorphic phase","year":2006,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"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 Saskatchewan","funders":"","keywords":"Lamellar structure; Transfection; Lamellar phase; Gene delivery; Pulmonary surfactant; DNA; Chemistry; Phase (matter); Alkyl; Crystallography; Gene; Organic chemistry; Biochemistry","score_opus":0.009963499806736253,"score_gpt":0.24184169904851288,"score_spread":0.23187819924177663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396344964","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":[0.99306804,0.0032388386,0.0017200519,0.00029579003,0.00016317135,0.00027341946,0.00014946316,0.00008065569,0.0010105688],"genre_scores_gemma":[0.99623954,0.00031838426,0.0004150286,0.0006212639,0.0003721943,0.00003393595,0.0009041131,0.000043919776,0.0010516152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982451,0.00008143642,0.000433308,0.0005827408,0.00019499341,0.00046242843],"domain_scores_gemma":[0.9988639,0.00003752324,0.00017385713,0.0006687511,0.00015352143,0.000102448146],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022314928,0.00030299087,0.00029390882,0.00008941872,0.00017190307,0.00006256566,0.0004132706,0.0002301685,0.0001631133],"category_scores_gemma":[0.000056189176,0.00030876952,0.00018406392,0.00015280255,0.00016441767,0.000010676814,0.00014079153,0.00013244075,0.00011967318],"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":[0.00014569465,0.00020385586,0.001071867,0.000010115191,0.000073040275,0.00002287937,0.000013806021,0.000028531898,0.98660946,0.0003068783,0.00940193,0.0021119164],"study_design_scores_gemma":[0.0015915981,0.0005655766,0.0034473122,0.000021004253,0.000046718527,0.00007081178,0.000054048538,0.0001519034,0.96732944,0.00037100993,0.0259056,0.0004449796],"about_ca_topic_score_codex":0.0007920656,"about_ca_topic_score_gemma":0.00035488833,"teacher_disagreement_score":0.01928005,"about_ca_system_score_codex":0.000037749338,"about_ca_system_score_gemma":0.00013564057,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W2554278290","doi":"","title":"Simulation of Carbonaceous Mesophases Micro-Textures","year":2004,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Liquid Crystal Research Advancements","field":"Materials Science","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":"McGill University","funders":"","keywords":"Spinning; Materials science; Rheology; Composite material; Melt spinning; Fiber; Process (computing); Chemical engineering; Chemical physics; Chemistry; Computer science","score_opus":0.020259696111328846,"score_gpt":0.31128775962232696,"score_spread":0.29102806351099814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554278290","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":[0.9938043,0.0005019688,0.004283406,0.00013386915,0.00011130694,0.00031240573,0.000042193533,0.00013704876,0.00067353854],"genre_scores_gemma":[0.9969717,0.00000904455,0.0026326613,0.00015162912,0.00005841804,0.000016622966,0.0000076259525,0.000020525868,0.0001317699],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998603,0.000039773935,0.00027910655,0.00028284124,0.00044590345,0.00034941253],"domain_scores_gemma":[0.99906033,0.00022002663,0.00011958338,0.00036017032,0.00014886832,0.0000909963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026694543,0.00013669024,0.00020446812,0.00010094816,0.00007467258,0.00003361125,0.00030136906,0.00008026939,0.00036375123],"category_scores_gemma":[0.0008522511,0.00012509846,0.000057117344,0.00020453695,0.00015348049,0.0002241413,0.000121063335,0.00010893365,0.0000852041],"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":[0.000075731565,0.00008311968,0.000041057316,0.00003170579,0.0000065656764,0.000019121004,0.00011156347,0.051862936,0.9463036,0.0009155908,0.000030329931,0.0005186533],"study_design_scores_gemma":[0.00081739423,0.00025152697,0.00018679231,0.000049290367,0.000007201233,0.0000052908827,0.000030175726,0.00019094242,0.9878238,0.00941224,0.0010887961,0.0001365507],"about_ca_topic_score_codex":0.00028263245,"about_ca_topic_score_gemma":0.00003022947,"teacher_disagreement_score":0.051671993,"about_ca_system_score_codex":0.00012248103,"about_ca_system_score_gemma":0.000116908144,"threshold_uncertainty_score":0.5101368},"labels":[],"label_agreement":null},{"id":"W2944889894","doi":"","title":"Slip boundary conditions in nanofluidics from the molecular theory of solvation","year":2010,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Nanopore and Nanochannel Transport Studies","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 Alberta; National Institute for Nanotechnology","funders":"","keywords":"Slip (aerodynamics); Anisotropy; Nanofluidics; Solvation; Boundary value problem; Mechanics; Statistical mechanics; Physics; Classical mechanics; Statistical physics; Materials science; Thermodynamics; Optics; Quantum mechanics; Molecule","score_opus":0.006914340145234984,"score_gpt":0.20282917538592904,"score_spread":0.19591483524069406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944889894","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":[0.991968,0.0014453271,0.0033623623,0.00022294605,0.00037671722,0.00018985005,0.00010397885,0.00017237828,0.0021584795],"genre_scores_gemma":[0.99931353,0.00013766246,0.00018526691,0.00016601347,0.00006240266,0.00003227626,0.00006063632,0.000024757743,0.000017434193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993271,0.000017933447,0.0002452253,0.00012282262,0.000117935604,0.00016895299],"domain_scores_gemma":[0.9994054,0.00022751337,0.00003175182,0.0002754809,0.000037484948,0.00002239255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023409903,0.00012522981,0.00017382896,0.00007082526,0.0000739387,0.000009811106,0.00017023907,0.00009678095,0.00013037538],"category_scores_gemma":[0.000057664707,0.0001031119,0.00006582124,0.00024717898,0.00013512297,0.000074572665,0.000017401235,0.00023567754,0.000011755937],"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":[0.000015604508,0.000043911456,0.0029313944,0.000029488623,0.00011418784,0.00001981869,0.001420621,0.00020393914,0.93562984,0.05580199,0.0015684273,0.0022207694],"study_design_scores_gemma":[0.000740408,0.000043626293,0.030271731,0.000084751664,0.00006722813,0.0000048128536,0.00032994588,0.00021889943,0.8462714,0.10484635,0.016777594,0.0003432839],"about_ca_topic_score_codex":0.00012297135,"about_ca_topic_score_gemma":0.00032433626,"teacher_disagreement_score":0.08935848,"about_ca_system_score_codex":0.000011749851,"about_ca_system_score_gemma":0.000024574038,"threshold_uncertainty_score":0.42047814},"labels":[],"label_agreement":null},{"id":"W2945330864","doi":"","title":"Identification of Dynamic Structural Domains in Proteins, Analysis of Local Bond Flexibility,and Application for Interpretation of NMR Experiments","year":2009,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","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":"National Institute for Nanotechnology","funders":"","keywords":"Flexibility (engineering); Identification (biology); Computer science; Domain (mathematical analysis); Biological system; Covariance; Interpretation (philosophy); Molecular dynamics; Computational biology; Protein dynamics; Structural biology; Projection (relational algebra); Algorithm; Mathematics; Computational chemistry; Chemistry; Biology; Genetics","score_opus":0.004376099515369873,"score_gpt":0.28548787636962514,"score_spread":0.28111177685425526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945330864","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":[0.7252274,0.00020259543,0.27401528,0.0000139598205,0.000006352887,0.0004714386,0.00004726125,0.0000034636364,0.000012266637],"genre_scores_gemma":[0.9974687,0.000010092796,0.0022028515,0.000016614016,0.000005194119,0.000042138556,0.00024389455,0.0000053583854,0.0000051208126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991466,0.000021252143,0.00042825934,0.00023685825,0.00008285364,0.00008417362],"domain_scores_gemma":[0.99929535,0.0000121164085,0.00029206113,0.00028753508,0.000095624855,0.00001730601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017767909,0.00008813265,0.00022744256,0.0001440351,0.000014879437,0.0000033049032,0.000104971645,0.00010695508,8.244069e-7],"category_scores_gemma":[0.00005499593,0.00008828037,0.00008306912,0.00023691173,0.000097218915,0.000007253468,0.000023764847,0.00003012203,2.679635e-8],"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":[0.00023369654,0.000029249475,0.0007092421,0.000051786094,0.00008082035,3.716204e-8,0.00013409302,0.0007604055,0.9710317,0.0012473661,6.805649e-7,0.025720906],"study_design_scores_gemma":[0.0004973429,0.00028669205,0.040953837,0.000013772503,0.00010243792,8.279797e-7,0.000105970736,0.076204784,0.87634706,0.0053893244,0.000004056182,0.000093889576],"about_ca_topic_score_codex":0.000053422817,"about_ca_topic_score_gemma":0.00014006357,"teacher_disagreement_score":0.27224135,"about_ca_system_score_codex":0.000020329839,"about_ca_system_score_gemma":0.000024180437,"threshold_uncertainty_score":0.3599969},"labels":[],"label_agreement":null},{"id":"W2948584894","doi":"","title":"Canada’s Approach for Assessment of Nanomaterials in Commerce : Prioritization and Tools for Assessing Consumer Exposure","year":2018,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prioritization; Risk analysis (engineering); Business; Computer science; Process management","score_opus":0.03344204093731595,"score_gpt":0.2987863345014785,"score_spread":0.26534429356416256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948584894","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":[0.8628584,0.000018740302,0.12940551,0.00021482036,0.00007791817,0.0014929745,0.000036350084,0.00005952029,0.005835773],"genre_scores_gemma":[0.93226504,0.000008214282,0.067276746,0.00018573242,0.000026161002,0.00012588369,0.000029143906,0.000013038094,0.00007001486],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99915224,0.000039272865,0.00027080794,0.00023992539,0.00011838635,0.00017939124],"domain_scores_gemma":[0.99948674,0.00018013484,0.00012344758,0.00016385554,0.000018466357,0.00002734693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000605614,0.0001016053,0.00019971388,0.000035429843,0.00009228361,0.00008352304,0.00011993433,0.000054533983,0.000022006107],"category_scores_gemma":[0.000121871824,0.00009873542,0.000020175072,0.00008577836,0.00010582106,0.00025411352,0.000076340126,0.000028466704,1.2746438e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001140097,0.00045522096,0.30693525,0.0011246029,0.00009398195,0.0000029495116,0.0005415069,0.00030407327,0.27170092,0.012417288,0.02821864,0.37809154],"study_design_scores_gemma":[0.0042380313,0.0010820506,0.6881183,0.0003508985,0.00012697514,0.000012739289,0.0011672885,0.030348258,0.18531954,0.003332599,0.0846599,0.0012434124],"about_ca_topic_score_codex":0.026105067,"about_ca_topic_score_gemma":0.015748585,"teacher_disagreement_score":0.38118306,"about_ca_system_score_codex":0.000110327754,"about_ca_system_score_gemma":0.000053750402,"threshold_uncertainty_score":0.9803802},"labels":[],"label_agreement":null}]}