{"meta":{"query_hash":"9829c317351c","filters":{"topic":"Advanced Measurement and Metrology Techniques"},"cohort_total":407,"direct_labels_cover":0,"predictions_cover":407,"exported":407,"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/9829c317351c","api":"https://metacan.xera.ac/api/v1/cohort?topic=Advanced+Measurement+and+Metrology+Techniques"},"results":[{"id":"W112574817","doi":"10.1007/1-84628-559-3_2","title":"Fast Tool Servos: Advances in Precision, Acceleration, and Bandwidth","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Servomechanism; Servo; Bandwidth (computing); Actuator; Acceleration; Computer science; Servo bandwidth; Servo control; Electronic engineering; Control engineering; Engineering; Mechanical engineering; Electrical engineering; Physics; Telecommunications","score_opus":0.009938789966782727,"score_gpt":0.21679674091290424,"score_spread":0.20685795094612153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W112574817","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015463881,0.010763209,0.05527154,0.000019847945,0.00016632465,0.00037942108,0.000009757712,0.0005389282,0.93269634],"genre_scores_gemma":[0.039603896,0.041786037,0.038893785,0.00027608906,0.00060223695,0.00018776131,0.00024903537,0.00031961396,0.87808156],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999125,0.0000041251014,0.00032077832,0.0002397218,0.00014022173,0.00017015888],"domain_scores_gemma":[0.9996753,0.000029658337,0.000041088468,0.00017554784,0.00004981399,0.000028601182],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010959906,0.00027436897,0.00030338473,0.00021131062,0.000028933642,0.00001970734,0.00008733056,0.00027901892,0.00018490897],"category_scores_gemma":[0.000008545468,0.00025546158,0.000034841323,0.000026712534,0.000035439334,0.00031414226,0.000024152434,0.00024964495,0.0000098223845],"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":[0.00009716899,0.000052099098,0.0046427087,0.00068896,0.00012720424,0.000052668063,0.00012968374,0.011698544,0.0027999918,0.11020123,0.075392656,0.7941171],"study_design_scores_gemma":[0.00039997973,0.000058133155,0.0005426198,0.00019073804,0.000022396598,0.000005120846,0.0000032284167,0.00041261382,0.0017934031,0.048937283,0.94708186,0.0005526176],"about_ca_topic_score_codex":0.0000022771726,"about_ca_topic_score_gemma":0.000200065,"teacher_disagreement_score":0.8716892,"about_ca_system_score_codex":0.000059397098,"about_ca_system_score_gemma":0.00000908388,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W115349320","doi":"10.1007/978-1-84996-432-6_70","title":"Linear Axes Performance Check on a Five-Axis Machine Tool by Probing an Uncalibrated Artefact","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Geometry; Computer science; Distortion (music); Reconfigurability; Machine tool; Topology (electrical circuits); Artificial intelligence; Mathematics; Engineering; Mechanical engineering; Combinatorics","score_opus":0.014970183025347708,"score_gpt":0.21662788704143976,"score_spread":0.20165770401609207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115349320","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025171269,0.0006047313,0.018179761,0.00008347431,0.0006235245,0.0014368916,0.00017748462,0.005953339,0.9477695],"genre_scores_gemma":[0.15237308,0.0017087897,0.02739883,0.0006007917,0.0006430422,0.00016412266,0.0013028265,0.00066167966,0.81514686],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866724,0.000007745003,0.00035118096,0.00039236402,0.00023268694,0.00034876206],"domain_scores_gemma":[0.99926007,0.000022032385,0.000080205726,0.00047427882,0.00005916898,0.00010423771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016914452,0.00055161916,0.00045590004,0.00018706087,0.00008251545,0.000022869775,0.00024339063,0.00068747177,0.0007999657],"category_scores_gemma":[0.000011333899,0.00048063375,0.00009632113,0.000035178597,0.00006485755,0.0002610443,0.000029885081,0.0012145583,0.000100333025],"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":[0.00074652996,0.00038973722,0.0008011172,0.001528084,0.0013320681,0.00007925872,0.00057995575,0.005045568,0.76289845,0.024194812,0.0377682,0.16463624],"study_design_scores_gemma":[0.0007506661,0.0010385454,0.000044818902,0.00031927897,0.00009804412,0.0000125157685,0.0000040923874,0.027168171,0.28626543,0.0015521976,0.6810633,0.0016829517],"about_ca_topic_score_codex":0.000005087518,"about_ca_topic_score_gemma":0.000032074102,"teacher_disagreement_score":0.64329505,"about_ca_system_score_codex":0.00007052526,"about_ca_system_score_gemma":0.000023187238,"threshold_uncertainty_score":0.99976456},"labels":[],"label_agreement":null},{"id":"W115838139","doi":"10.1023/a:1026500422130","title":"Accuracy enhancement of multi-axis CNC machines through on-line neurocompensation","year":2000,"lang":"en","type":"article","venue":"Journal of Intelligent Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compensation (psychology); Machine tool; Artificial neural network; Computer science; Compensation methods; Control engineering; Engineering; Control theory (sociology); Artificial intelligence; Mechanical engineering; Control (management)","score_opus":0.04799474962663994,"score_gpt":0.3045499093542094,"score_spread":0.2565551597275695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115838139","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":[0.78128105,0.0007001235,0.21618895,0.00006201356,0.00035828011,0.00016219016,0.0000016126473,0.00006512801,0.0011806397],"genre_scores_gemma":[0.9823489,0.0033130227,0.013937761,0.00008937216,0.00014174187,0.000003891507,0.0000018211348,0.000024867804,0.00013859177],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987495,0.000027463899,0.0006716046,0.000101945625,0.0002615743,0.0001879218],"domain_scores_gemma":[0.9994053,0.00008789945,0.00022946848,0.00015935661,0.00006888099,0.000049049417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021900512,0.00018483875,0.00029931922,0.00015325837,0.000034368386,0.000010490562,0.00019831382,0.000058908896,0.0005052215],"category_scores_gemma":[0.00003819069,0.00015163145,0.00014192703,0.000055518012,0.000024404371,0.00024460946,0.000012460258,0.00030348083,0.00001659314],"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":[0.0002783251,0.0003036121,0.00022437668,0.00014623698,0.00021432193,0.00002716242,0.0006588724,0.30730814,0.12019631,0.000051727962,0.0003596183,0.5702313],"study_design_scores_gemma":[0.0002899887,0.0002844754,0.00029622647,0.00012480114,0.00002573168,0.00001794472,0.000019117528,0.0019245542,0.9834696,0.0003192324,0.013107712,0.00012060984],"about_ca_topic_score_codex":0.0000041077506,"about_ca_topic_score_gemma":0.0000025725315,"teacher_disagreement_score":0.8632733,"about_ca_system_score_codex":0.000082975675,"about_ca_system_score_gemma":0.000008727645,"threshold_uncertainty_score":0.6183351},"labels":[],"label_agreement":null},{"id":"W13107446","doi":"10.1007/978-3-642-10473-2_3","title":"Easy Projector Tricks","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Projector; Computer science; Product (mathematics); Minification; Order (exchange); Computer graphics (images); Engineering drawing; Calculus (dental); Mathematics; Artificial intelligence; Engineering; Geometry; Programming language; Economics","score_opus":0.041549595131271745,"score_gpt":0.2176908261749565,"score_spread":0.17614123104368476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W13107446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012623768,0.0009980748,0.040487852,0.0000022455133,0.00027406434,0.0002504631,0.0000044335666,0.0017490707,0.95623255],"genre_scores_gemma":[0.0013439662,0.0007165022,0.0060900366,0.00004652416,0.00017532219,0.000033373915,0.000013606267,0.000111010006,0.9914697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993977,0.0000017787702,0.00016811652,0.0001589661,0.00010212439,0.0001713367],"domain_scores_gemma":[0.9996435,0.000008420641,0.000029766145,0.00023553862,0.000035611753,0.000047161197],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000593395,0.0002539994,0.00025434658,0.0001755462,0.000014855487,0.0000039287083,0.00012456876,0.0003532352,0.0017520018],"category_scores_gemma":[0.0000047732246,0.00022644462,0.00009421769,0.000012560002,0.00002788197,0.000044770277,0.000017674445,0.00029089666,0.00022392265],"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":[0.00004562499,0.000025190397,0.000045832643,0.0003091889,0.0005972882,0.000057078665,0.000100235826,0.000010682185,0.0018763306,0.6444361,0.11654277,0.23595367],"study_design_scores_gemma":[0.000088212364,0.000044130025,0.0000036037065,0.000029483306,0.000038158152,0.0000029772389,4.189946e-7,0.000008765674,0.0023023663,0.020075247,0.97712356,0.0002831081],"about_ca_topic_score_codex":0.000001467181,"about_ca_topic_score_gemma":0.000005668538,"teacher_disagreement_score":0.86058074,"about_ca_system_score_codex":0.000054658838,"about_ca_system_score_gemma":0.00001240322,"threshold_uncertainty_score":0.9991605},"labels":[],"label_agreement":null},{"id":"W1492488750","doi":"10.1109/cleopr.2003.1274751","title":"The measurement of two dimensional distribution of linear birefringence vector of quarter wave plate","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Waveplate; Birefringence; Optics; Interferometry; Polarization (electrochemistry); Optical path length; Quarter (Canadian coin); Wave vector; Linear polarization; Physics; Distribution (mathematics); Mathematics; Mathematical analysis","score_opus":0.024979555029002357,"score_gpt":0.2426455731118526,"score_spread":0.21766601808285024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492488750","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":[0.818051,0.00050892145,0.18014717,0.00005893097,0.00017604406,0.00021498099,0.00001576048,0.0001164021,0.00071083434],"genre_scores_gemma":[0.9953676,0.000030519554,0.004564363,0.0000027090923,0.000013238552,0.0000071323043,0.0000036096455,0.0000065164777,0.000004296996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928826,0.000008200563,0.00026094794,0.000066537585,0.0002609935,0.000115084615],"domain_scores_gemma":[0.9995847,0.000020736934,0.00006197947,0.00014264707,0.00016973099,0.000020208487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000296724,0.000076491226,0.00013522572,0.000024689107,0.000023962295,8.003804e-7,0.00006438187,0.000032911896,0.000006138004],"category_scores_gemma":[0.000027393724,0.00005237284,0.000049516206,0.00008178652,0.000065763226,0.000039307586,0.000012130727,0.000060634153,7.7590187e-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":[0.000060366132,0.00005296672,0.00032084438,0.000051356517,0.00007879418,5.178378e-7,0.00007216207,0.030209891,0.9617051,0.005904309,0.000079028636,0.0014646747],"study_design_scores_gemma":[0.00035449569,0.000107286294,0.0019711338,0.000046674722,0.000016405926,6.0520034e-7,0.0000109701905,0.0014835208,0.9942512,0.0015475433,0.00015479574,0.000055400582],"about_ca_topic_score_codex":0.000014252298,"about_ca_topic_score_gemma":0.000023302717,"teacher_disagreement_score":0.17731665,"about_ca_system_score_codex":0.00005681822,"about_ca_system_score_gemma":0.00001694796,"threshold_uncertainty_score":0.21357024},"labels":[],"label_agreement":null},{"id":"W1511495484","doi":"10.1522/24044342","title":"Developpement d'un systeme de mesure en temps reel des erreurs dans les machines-outils a axes multiples pour une compensatioin active /","year":2005,"lang":"fr","type":"book","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Youth Services Bureau of Ottawa; Université du Québec à Rimouski","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.042283457608725226,"score_gpt":0.2816664380129938,"score_spread":0.23938298040426856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511495484","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":[0.018928241,0.0055617383,0.83672094,0.0010888528,0.0004916819,0.0023148642,0.00024685587,0.0019702315,0.13267662],"genre_scores_gemma":[0.35222423,0.0038591665,0.56740624,0.00013080158,0.00078456645,0.00048005293,0.00033225538,0.00038215972,0.0744005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99530154,0.0005983183,0.0012697822,0.00091662083,0.0006234684,0.0012902846],"domain_scores_gemma":[0.99751973,0.00070403964,0.00043012717,0.0006853246,0.0003332981,0.0003274716],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0013158101,0.0014513424,0.0014795644,0.00052536686,0.00047003457,0.00006134273,0.0007832985,0.0011781103,0.00032954238],"category_scores_gemma":[0.00032827753,0.0014000974,0.00040962524,0.00029295683,0.00041906774,0.000338621,0.00019613758,0.0012764707,0.00008169814],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050022244,0.0007651286,0.11013693,0.005206514,0.006513848,0.0003122316,0.016666869,0.0262307,0.2452537,0.05755664,0.008287439,0.5225698],"study_design_scores_gemma":[0.008567112,0.00100185,0.20241886,0.01094541,0.0038252058,0.00073786924,0.00931053,0.03137487,0.32710257,0.017493218,0.37785733,0.009365177],"about_ca_topic_score_codex":0.0011404046,"about_ca_topic_score_gemma":0.012609437,"teacher_disagreement_score":0.5132046,"about_ca_system_score_codex":0.004107104,"about_ca_system_score_gemma":0.00052426767,"threshold_uncertainty_score":0.99982363},"labels":[],"label_agreement":null},{"id":"W1555693332","doi":"10.1109/robot.2003.1241808","title":"High-precision task-space sensing and guidance for autonomous robot localization","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Robot end effector; Position (finance); Computer science; Galvanometer; Computer vision; Task (project management); Artificial intelligence; Orientation (vector space); Point (geometry); Robot; Laser; Engineering; Physics; Mathematics; Optics","score_opus":0.011845437571248044,"score_gpt":0.23609961157095352,"score_spread":0.2242541739997055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555693332","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":[0.007166661,0.00042671023,0.9907692,0.00011959002,0.00014415156,0.00020588722,0.0000011200485,0.0006517674,0.00051491207],"genre_scores_gemma":[0.6778673,0.00005158201,0.32188466,0.000060823575,0.000035780817,0.000006472256,0.000004657935,0.000016783237,0.000071942435],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956626,0.0000042811166,0.00011397189,0.00012224537,0.000052431737,0.00014080096],"domain_scores_gemma":[0.99979347,0.000020326574,0.00001727899,0.00009671239,0.000040277024,0.000031953343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010675836,0.00009172952,0.000106231135,0.000052766656,0.00005017844,0.00001109637,0.00003001417,0.000068048466,0.0000023198124],"category_scores_gemma":[0.000035384342,0.000087967266,0.000016654412,0.00006260773,0.00001801191,0.00010056477,0.000009934655,0.000041462717,0.0000016453436],"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":[0.000027020864,0.000014217093,0.00014424218,0.00006681852,0.00002395662,0.0000022981626,0.00011148693,0.659525,0.26069796,0.00936065,0.0012179457,0.068808444],"study_design_scores_gemma":[0.0014537919,0.00016983975,0.00048647996,0.00009938338,0.000032399374,0.000010778527,0.00002997081,0.10075919,0.8453392,0.03337123,0.017848188,0.00039959096],"about_ca_topic_score_codex":0.000012641225,"about_ca_topic_score_gemma":0.000033940538,"teacher_disagreement_score":0.67070067,"about_ca_system_score_codex":0.00007309968,"about_ca_system_score_gemma":0.0000063704338,"threshold_uncertainty_score":0.3587201},"labels":[],"label_agreement":null},{"id":"W1564534747","doi":"10.4271/2007-01-0397","title":"Performance and Technology Comparison of GMR Versus Commonly used Angle Sensor Principles for Automotive Applications","year":2007,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Automotive industry; Giant magnetoresistance; Materials science; Computer science; Automotive engineering; Engineering; Magnetoresistance; Physics; Aerospace engineering; Magnetic field","score_opus":0.03138550855724248,"score_gpt":0.2925623141437642,"score_spread":0.26117680558652173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564534747","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":[0.9625125,0.00086668413,0.0004224951,0.0011373266,0.00020771933,0.0034974292,0.00008370946,0.0067379777,0.02453416],"genre_scores_gemma":[0.9638528,0.00023951266,0.034641027,0.00008202509,0.00006321451,0.00091110566,0.000039242383,0.00010166629,0.00006938997],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99711716,0.000029530394,0.0010221124,0.000643202,0.0003941769,0.0007938005],"domain_scores_gemma":[0.99782676,0.0006353529,0.0002224906,0.0008640236,0.00025078317,0.00020059294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060582766,0.00054845674,0.0009222108,0.00043398375,0.00025899435,0.000021039688,0.0005863784,0.00085942924,0.00002712424],"category_scores_gemma":[0.00037978662,0.00052231824,0.00017716642,0.0008135346,0.0011560732,0.0002695595,0.00018489987,0.0008376508,0.000008889099],"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":[0.00032720467,0.00023060563,0.0034174442,0.00013667253,0.0000699329,0.0000018723788,0.0000266489,0.0000711729,0.9762669,0.006327108,0.00043566863,0.012688751],"study_design_scores_gemma":[0.0016721316,0.00268359,0.90681076,0.00015032664,0.00014138022,0.000020362619,0.0003112653,0.0000037222828,0.022641733,0.0011933743,0.06365214,0.00071923604],"about_ca_topic_score_codex":0.000003840436,"about_ca_topic_score_gemma":0.009840911,"teacher_disagreement_score":0.9536252,"about_ca_system_score_codex":0.00022809854,"about_ca_system_score_gemma":0.00003661324,"threshold_uncertainty_score":0.99972284},"labels":[],"label_agreement":null},{"id":"W1573989827","doi":"10.1007/978-1-4471-0777-4_43","title":"Calibration of a Five-Axis Machine Tool for Position Independent Geometric Error Parameters Using a Telescoping Magnetic Ball Bar","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Telescoping series; Offset (computer science); Machine tool; Ball (mathematics); Position (finance); Angular displacement; Bar (unit); Engineering; Computer science; Engineering drawing; Structural engineering; Mechanical engineering; Mathematics; Geometry; Physics","score_opus":0.025005902369376755,"score_gpt":0.2426679084223738,"score_spread":0.21766200605299704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573989827","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":[0.0080297105,0.0026017632,0.9577811,0.000016280621,0.0002246293,0.001985949,0.00014998033,0.0005567654,0.028653862],"genre_scores_gemma":[0.4446138,0.0019947097,0.51490283,0.0002985004,0.0002607365,0.0003008017,0.0008196161,0.0005377927,0.03627122],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869436,0.000010337318,0.00051198347,0.00028847542,0.00024265458,0.00025216382],"domain_scores_gemma":[0.99946487,0.00006168076,0.00012250106,0.00023345344,0.000068087335,0.000049394253],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015522094,0.00034841883,0.00047379913,0.00078721397,0.00004196199,0.000015694657,0.00012305177,0.0003995699,0.00039728938],"category_scores_gemma":[0.000018975834,0.0003642015,0.00018272086,0.000081417034,0.00003631089,0.00015632575,0.000020189382,0.00023604631,0.0000025841448],"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":[0.0017373522,0.00035616985,0.0005575099,0.0074162204,0.0023589574,0.00008669187,0.00047812532,0.34286022,0.18486719,0.029993955,0.0024751038,0.4268125],"study_design_scores_gemma":[0.0066589178,0.004105046,0.00037819517,0.003632913,0.0025957683,0.00014305247,0.000033987555,0.7940397,0.112905994,0.05206503,0.01808287,0.005358528],"about_ca_topic_score_codex":0.000023124167,"about_ca_topic_score_gemma":0.000017568156,"teacher_disagreement_score":0.45117947,"about_ca_system_score_codex":0.00020276094,"about_ca_system_score_gemma":0.00002760206,"threshold_uncertainty_score":0.99988097},"labels":[],"label_agreement":null},{"id":"W1578708466","doi":"10.1051/0004-6361:20034136","title":"A spectroscopic atlas of<i>o</i>Pegasi (A1 IV) $\\lambda\\lambda$3826–4882","year":2003,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Advanced Measurement and Metrology Techniques","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":"Brandon University","funders":"Smithsonian Astrophysical Observatory; Citadel Foundation","keywords":"Physics; Astrophysics; Lambda; Stars; Spectral line; Astronomy; Astronomical spectroscopy; Observatory; Optics","score_opus":0.006618405204603943,"score_gpt":0.19775821207987732,"score_spread":0.19113980687527338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578708466","genre_codex":"methods","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":[0.39625052,0.00045557905,0.59581476,0.000010560193,0.00015178019,0.00017274951,0.0000067272235,0.00018391779,0.006953443],"genre_scores_gemma":[0.8501712,0.000067757435,0.14948298,0.000010166151,0.000091875474,0.00002091232,0.000008668203,0.000030075807,0.0001163313],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990961,0.000024254607,0.00022227237,0.00019982267,0.000106832806,0.00035069828],"domain_scores_gemma":[0.9995815,0.000020424493,0.00005891242,0.00022458834,0.000031930056,0.00008261701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000722983,0.00022515174,0.00029628517,0.000063633604,0.000058541395,0.000014057749,0.00009834613,0.000063558946,0.000031310286],"category_scores_gemma":[0.0000072915186,0.00023246343,0.00007901538,0.00012530894,0.00008842833,0.0001765573,0.000020713756,0.00021230131,0.000011603365],"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":[0.00008493583,0.00031180034,0.031094952,0.00023183927,0.0005093765,0.000012950455,0.00033625713,0.0037770951,0.5196533,0.05872498,0.0010147888,0.3842477],"study_design_scores_gemma":[0.0013477077,0.0005664177,0.003387336,0.00007625218,0.00012153855,0.000006573543,0.00018100404,0.00016666828,0.7428967,0.0035613622,0.24712823,0.0005602261],"about_ca_topic_score_codex":0.0000020300934,"about_ca_topic_score_gemma":9.633957e-7,"teacher_disagreement_score":0.45392072,"about_ca_system_score_codex":0.00003070093,"about_ca_system_score_gemma":0.000021381551,"threshold_uncertainty_score":0.94795835},"labels":[],"label_agreement":null},{"id":"W1590594399","doi":"10.1002/0470857005.ch2","title":"Optimal On‐Line Calibration of Testlets","year":2005,"lang":"en","type":"other","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"McMaster University; Queen's University","funders":"","keywords":"Null (SQL); Line (geometry); Projection (relational algebra); Constraint (computer-aided design); Calibration; Matrix (chemical analysis); Mathematics; Space (punctuation); Algorithm; Combinatorics; Computer science; Applied mathematics; Geometry; Statistics; Data mining; Chemistry; Chromatography","score_opus":0.021382417447173178,"score_gpt":0.2582386502189108,"score_spread":0.23685623277173762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590594399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011501467,0.0003456693,0.18869178,0.0000129537175,0.00008352738,0.000101947735,0.0000074766926,0.00092698116,0.80981815],"genre_scores_gemma":[0.005664729,0.00039549178,0.12259484,0.000083637635,0.00047235735,0.000023822955,0.00004558447,0.00041341488,0.87030613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966806,0.0000034398647,0.00009821155,0.000074476615,0.00007360073,0.000082207065],"domain_scores_gemma":[0.9998158,0.0000066784705,0.000027550212,0.00012592491,0.000006548164,0.000017481998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027532195,0.00011327227,0.00015044755,0.00014098316,0.0000029083733,0.0000012107378,0.000054299548,0.00016767292,0.0025642763],"category_scores_gemma":[0.0000059401505,0.000100140314,0.000027519382,0.00003823486,0.000014720869,0.00001556565,0.0000045699176,0.00008530057,0.000013257049],"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":[0.0000056636786,0.000033537453,0.000019990019,0.000068856134,0.00006059814,0.0000014366312,0.0000054507123,0.012155501,0.0060310564,0.0012091192,0.96755564,0.012853128],"study_design_scores_gemma":[0.00016964518,0.00010895446,0.0000050482336,0.00007828636,0.000017767661,6.030095e-7,0.0000012550727,0.003951427,0.0692103,0.0000238392,0.9262496,0.00018322967],"about_ca_topic_score_codex":0.000002519818,"about_ca_topic_score_gemma":0.000013159839,"teacher_disagreement_score":0.06609694,"about_ca_system_score_codex":0.000013336109,"about_ca_system_score_gemma":0.0000040668433,"threshold_uncertainty_score":0.9983475},"labels":[],"label_agreement":null},{"id":"W1629787953","doi":"10.48550/arxiv.cond-mat/0412256","title":"Nano-sculptured thin film thickness variation with incidence angle","year":2004,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Queen's University","funders":"","keywords":"Tilt (camera); Materials science; Fabrication; Substrate (aquarium); Nano-; Thin film; Porosity; Flux (metallurgy); Optics; Gaussian; Composite material; Geometry; Nanotechnology; Physics; Mathematics","score_opus":0.03426761828623253,"score_gpt":0.17200469542322697,"score_spread":0.13773707713699443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1629787953","genre_codex":"methods","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":[0.21520405,0.00016222493,0.7791955,0.000017407569,0.0003405793,0.00036040953,0.000012586767,0.0011556086,0.0035516713],"genre_scores_gemma":[0.9949192,0.00022469112,0.0042353543,0.000047411064,0.00006134012,0.0000044941926,0.00003955514,0.000044484364,0.00042346638],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989092,0.000045471752,0.00014439726,0.00051177095,0.00009940692,0.00028975675],"domain_scores_gemma":[0.9990853,0.000030126352,0.000111181536,0.000549181,0.00013805236,0.000086156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018527897,0.00033808762,0.00031407972,0.00021073858,0.00008771033,0.0000235547,0.000425129,0.00039425996,0.00003646779],"category_scores_gemma":[0.000024672872,0.0003432509,0.00009273773,0.0003287106,0.00007726374,0.00025857706,0.00016419317,0.00067026826,0.000017835822],"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":[0.000045545898,0.000022295539,0.0013723997,0.00011273806,0.00010180041,0.00008872551,0.00023201799,0.9914479,0.0013252274,0.0051463037,0.000070864226,0.000034145894],"study_design_scores_gemma":[0.0053642164,0.00058457686,0.030680217,0.0023075163,0.0016003296,0.000061013627,0.00048242815,0.6961727,0.036833048,0.21774341,0.0031825872,0.00498794],"about_ca_topic_score_codex":0.000058812842,"about_ca_topic_score_gemma":0.0001466251,"teacher_disagreement_score":0.7797152,"about_ca_system_score_codex":0.0004407911,"about_ca_system_score_gemma":0.000116957075,"threshold_uncertainty_score":0.99990195},"labels":[],"label_agreement":null},{"id":"W1747956779","doi":"","title":"A case study on target cost estimation using a genetic algorithm and a back-propagation based neural network","year":2010,"lang":"en","type":"article","venue":"2010 Second International Conference on Engineering System Management and Applications","topic":"Advanced Measurement and Metrology Techniques","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":true,"ca_institutions":"University of Guelph; Concordia University","funders":"","keywords":"Artificial neural network; Genetic algorithm; Parametric statistics; Computer science; Backpropagation; Artificial intelligence; Function (biology); Parametric model; Machine learning; Data mining; Component (thermodynamics); Property (philosophy); Algorithm; Mathematics; Statistics","score_opus":0.026209366791864478,"score_gpt":0.2563123860547619,"score_spread":0.23010301926289745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1747956779","genre_codex":"methods","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":[0.12885165,0.000018237444,0.8675911,0.000019117753,0.00038799676,0.0013205346,0.000018343135,0.00027289486,0.001520149],"genre_scores_gemma":[0.9252436,0.0000038624203,0.07389014,0.00001948798,0.00011825858,0.00060267193,0.000023544757,0.000023597293,0.00007481428],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925214,0.000011189764,0.0002149131,0.00023887005,0.00013241057,0.0001504953],"domain_scores_gemma":[0.9996274,0.000023690656,0.000052519797,0.00018025163,0.00005477597,0.00006133724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013633133,0.00017840345,0.00013033146,0.00018746122,0.0000903538,0.000081067905,0.00009713098,0.00005668401,0.00004880999],"category_scores_gemma":[0.000002759374,0.00018521772,0.00001909689,0.00009610654,0.000018991184,0.00010546844,0.00002333215,0.00018821319,0.0000076229103],"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":[0.000025014782,0.00021863575,0.0013385849,0.00046792367,0.00032331594,0.00014753257,0.00016986762,0.88184243,0.0057555432,0.040801156,0.00027566653,0.06863432],"study_design_scores_gemma":[0.0003762935,0.000051581737,0.0012686312,0.000040658608,0.000026902822,0.00007465198,0.00012391208,0.9967899,0.0001603461,0.000058616435,0.0008587568,0.00016978625],"about_ca_topic_score_codex":0.000004426895,"about_ca_topic_score_gemma":0.0000041023286,"teacher_disagreement_score":0.79639196,"about_ca_system_score_codex":0.00004523132,"about_ca_system_score_gemma":0.000004385508,"threshold_uncertainty_score":0.755296},"labels":[],"label_agreement":null},{"id":"W1821417610","doi":"10.1109/imtc.1997.610189","title":"Static calibration of a thermally self-compensated fiber-optic sensor for high-pressure measurements","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Calibration; Scalar (mathematics); Optical fiber; Pressure sensor; Nonlinear system; Materials science; Fiber optic sensor; Pressure measurement; Polynomial; Temperature measurement; Acoustics; Optics; Physics; Mathematics; Mathematical analysis; Thermodynamics; Statistics","score_opus":0.03316757187372616,"score_gpt":0.23262646394969982,"score_spread":0.19945889207597367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1821417610","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":[0.49545953,0.0010334693,0.47518155,0.00037898056,0.0004929243,0.003335676,0.000067267465,0.0048334445,0.019217182],"genre_scores_gemma":[0.88347495,0.000017784867,0.11563248,0.00004366448,0.000023314356,0.000067532,0.00001034327,0.000032845146,0.00069706864],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992161,0.000025039191,0.0002551081,0.0001272397,0.00017092814,0.00020562905],"domain_scores_gemma":[0.9995874,0.000044395045,0.00005012664,0.00017383513,0.00010466265,0.000039545004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013887948,0.00014276878,0.00020716416,0.00008164549,0.000029699624,0.0000074621125,0.0000913274,0.000081373604,0.00038853456],"category_scores_gemma":[0.000028216507,0.00012901372,0.00004404262,0.00009480442,0.000016135149,0.00013890004,0.0000074927216,0.00006385174,0.0000076042506],"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":[0.000090514295,0.00035160253,0.0011362868,0.0009578854,0.0011633286,0.0000036224903,0.00071388314,0.041621078,0.931977,0.001924363,0.012609869,0.0074505797],"study_design_scores_gemma":[0.0022345078,0.00040200303,0.0007115608,0.000062284365,0.00035368465,0.0000035507635,0.00003881101,0.30110264,0.6883674,0.000930519,0.0052935258,0.00049946824],"about_ca_topic_score_codex":0.000004009638,"about_ca_topic_score_gemma":0.0000036574954,"teacher_disagreement_score":0.38801545,"about_ca_system_score_codex":0.00002633497,"about_ca_system_score_gemma":0.0000043916466,"threshold_uncertainty_score":0.52610266},"labels":[],"label_agreement":null},{"id":"W1837055870","doi":"10.48550/arxiv.0906.0075","title":"Monte Carlo tuning and generator validation","year":2009,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Institute of Particle Physics","funders":"","keywords":"Monte Carlo method; Generator (circuit theory); Computer science; Statistical physics; Reliability engineering; Physics; Mathematics; Engineering; Statistics; Power (physics)","score_opus":0.04441296863063008,"score_gpt":0.25607812643554834,"score_spread":0.21166515780491826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1837055870","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":[0.9753201,0.0029317625,0.019391285,0.000050744555,0.00036995756,0.00020071716,0.0000044128487,0.00080024684,0.00093074923],"genre_scores_gemma":[0.9910203,0.0011227652,0.0073290025,0.00007539922,0.0002490007,0.000044667486,0.000016088676,0.00003836816,0.00010437173],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923164,0.00002404048,0.00019386216,0.00025350324,0.00009642777,0.00020054972],"domain_scores_gemma":[0.9995585,0.000011223008,0.0000510123,0.00027197108,0.000047007325,0.000060284594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016714937,0.00022361914,0.00024280028,0.00010849239,0.00004500443,0.00001968473,0.000110713045,0.00025902083,0.000007387919],"category_scores_gemma":[0.000028747101,0.0002408115,0.000047322348,0.000049642862,0.000021735717,0.00008649394,0.00007760186,0.00042807605,0.0000057458547],"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":[0.000025787538,0.000045968132,0.6023199,0.00045236904,0.00031417527,0.000041405612,0.00058145967,0.06118428,0.29643494,0.00014576445,0.003731236,0.034722697],"study_design_scores_gemma":[0.0012963283,0.0002287975,0.29273385,0.0007396285,0.00047169116,0.000019658457,0.000078763456,0.02574425,0.63642037,0.0031969948,0.03645248,0.0026172132],"about_ca_topic_score_codex":0.000007833932,"about_ca_topic_score_gemma":0.0000059171266,"teacher_disagreement_score":0.3399854,"about_ca_system_score_codex":0.00007114893,"about_ca_system_score_gemma":0.000013178578,"threshold_uncertainty_score":0.98200077},"labels":[],"label_agreement":null},{"id":"W1895213532","doi":"10.1108/ir-05-2015-0088","title":"A comparative evaluation of three industrial robots using three reference measuring techniques","year":2015,"lang":"en","type":"article","venue":"Industrial Robot the international journal of robotics research and application","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Robot; Cartesian coordinate system; Interferometry; Laser tracker; Computer science; Displacement (psychology); Simulation; Overshoot (microwave communication); Trajectory; Laser; Computer vision; Artificial intelligence; Optics; Mathematics; Physics; Geometry","score_opus":0.6654112349921802,"score_gpt":0.4565247963809418,"score_spread":0.20888643861123846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1895213532","genre_codex":"methods","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":[0.33844236,0.0009990316,0.6563257,0.0008945491,0.00066334713,0.0013337905,0.000009562259,0.00006929764,0.0012623664],"genre_scores_gemma":[0.9907805,0.000072051684,0.008347853,0.000004793252,0.00074403605,0.000028674544,0.0000054185725,0.000013529525,0.0000031563277],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970362,0.00016189399,0.0005585101,0.00012683756,0.0019215534,0.00019497194],"domain_scores_gemma":[0.9956872,0.0002061624,0.00030964141,0.00017314417,0.0035148603,0.000109002416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00600955,0.00012692642,0.0002611547,0.0003574006,0.000074124866,0.000058636128,0.0005748193,0.00018938715,0.000003626165],"category_scores_gemma":[0.000559,0.00009772558,0.000042541582,0.00030548353,0.00019719134,0.00027667993,0.000100838966,0.0008308781,9.0716344e-7],"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":[0.00064988394,0.00013557731,0.0043640346,0.00000699541,0.0003722067,0.0000026097307,0.00019557067,0.7626104,0.112507544,0.002695836,0.0010136876,0.115445696],"study_design_scores_gemma":[0.00684513,0.0014075424,0.0013043017,0.00072435715,0.000346739,0.00015725404,0.0007802904,0.43317997,0.4434371,0.10906251,0.0022017576,0.0005530408],"about_ca_topic_score_codex":0.00006132958,"about_ca_topic_score_gemma":0.00008329562,"teacher_disagreement_score":0.65233815,"about_ca_system_score_codex":0.0004597566,"about_ca_system_score_gemma":0.00035911822,"threshold_uncertainty_score":0.39851335},"labels":[],"label_agreement":null},{"id":"W1917362713","doi":"10.1109/ijcnn.1999.832618","title":"Huber optimization of neural networks: a robust training method [microwave modeling]","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Carleton University","funders":"","keywords":"Convergence (economics); Artificial neural network; Computer science; Training (meteorology); Quadratic equation; Training set; Robustness (evolution); Algorithm; Mean squared error; Function (biology); Mathematical optimization; Artificial intelligence; Mathematics; Statistics","score_opus":0.05377457282269174,"score_gpt":0.2625068809137744,"score_spread":0.20873230809108265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1917362713","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":[0.0011316275,0.00025018305,0.9820281,0.000005304495,0.00010532275,0.00009607316,2.7640064e-7,0.0003434493,0.016039634],"genre_scores_gemma":[0.48086587,0.000029978959,0.51900923,0.000025320513,0.000013528699,0.000007042857,0.0000022268523,0.000015848304,0.000030986484],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994313,0.000032981374,0.00019129257,0.00010214439,0.00006234719,0.00017995108],"domain_scores_gemma":[0.9997697,0.000021408267,0.000022197455,0.00010713846,0.000048259146,0.00003133287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002677237,0.000103296115,0.00016042667,0.00007135252,0.000019357863,0.000004477598,0.00004998503,0.00008140882,0.0000494984],"category_scores_gemma":[0.00002863945,0.00009951089,0.00004324445,0.00013090509,0.00001079491,0.000102852246,0.0000050772255,0.00010463259,2.4027162e-7],"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":[0.0000029035607,0.000004830812,0.00002447121,0.0000060566717,0.000015595979,3.0934103e-7,0.000071772185,0.99302584,0.0026971744,0.0007435126,0.000046413792,0.0033610952],"study_design_scores_gemma":[0.00015652293,0.000017977036,7.221591e-7,0.0000062912045,0.000016247739,0.000003927552,0.00007086788,0.9893367,0.009944968,0.00028499792,0.00006346505,0.00009727962],"about_ca_topic_score_codex":0.0000015651871,"about_ca_topic_score_gemma":0.000003564435,"teacher_disagreement_score":0.47973424,"about_ca_system_score_codex":0.000019081182,"about_ca_system_score_gemma":0.0000050072094,"threshold_uncertainty_score":0.40579364},"labels":[],"label_agreement":null},{"id":"W192190073","doi":"10.1007/978-0-387-36594-7_48","title":"Batch Roundness Characterization and Evaluation","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Roundness (object); Batch processing; Feature (linguistics); Algorithm; Computer science; Measure (data warehouse); Approximation error; Mathematics; Data mining; Geometry","score_opus":0.05663569260078527,"score_gpt":0.2800179398893373,"score_spread":0.22338224728855205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W192190073","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005517193,0.00043178527,0.25536793,0.0000135659175,0.00027447534,0.000334458,0.000004081468,0.00053028535,0.74249166],"genre_scores_gemma":[0.059856858,0.0026401663,0.007233653,0.00021840715,0.00067695056,0.000076181575,0.0010710539,0.00024482262,0.9279819],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994381,0.0000030583572,0.00014913121,0.00013084443,0.00017931365,0.00009952411],"domain_scores_gemma":[0.99972934,0.000009703309,0.000033480013,0.00011133378,0.00008628857,0.000029876128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028117432,0.00016054884,0.00014889665,0.00013759911,0.000020994545,0.000010253225,0.000034773057,0.00026539364,0.0003058196],"category_scores_gemma":[0.000004939047,0.0001633504,0.000021326723,0.000012236871,0.000019581807,0.00009874283,0.00000935729,0.00013773005,0.000013203537],"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":[0.000014543643,0.0000057005495,0.00008920185,0.00012788296,0.000109735425,0.0000032999606,0.00005737279,0.000038644845,0.0288682,0.06378937,0.0006447713,0.9062513],"study_design_scores_gemma":[0.00047066493,0.000072155024,0.0011454531,0.00014937691,0.00024106415,0.000010621353,0.0000042480847,0.0048673707,0.008098648,0.02003596,0.96411693,0.0007875024],"about_ca_topic_score_codex":3.9712538e-7,"about_ca_topic_score_gemma":0.000007978791,"teacher_disagreement_score":0.9634722,"about_ca_system_score_codex":0.00008249513,"about_ca_system_score_gemma":0.000008149275,"threshold_uncertainty_score":0.66612357},"labels":[],"label_agreement":null},{"id":"W1946481607","doi":"","title":"Multi-planar angular spectrum approach applied to pressure field calculations of spherically focused pistons","year":2005,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Planar; Cartesian coordinate system; Angular spectrum method; RADIUS; Piston (optics); Curvature; Radius of curvature; Field (mathematics); Shell (structure); Spectrum (functional analysis); Physics; Function (biology); Optics; Geometry; Materials science; Mathematics; Mean curvature; Computer science","score_opus":0.012659300354785387,"score_gpt":0.21492322575599446,"score_spread":0.20226392540120908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946481607","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":[0.003671389,0.00017557945,0.9849617,0.00026227863,0.00007408766,0.00033633626,0.00006044053,0.00019254247,0.010265652],"genre_scores_gemma":[0.70623726,0.000008077461,0.2931776,0.00025705952,0.000073143274,0.00002268211,0.000012622477,0.000024196985,0.00018734166],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992917,0.000005949248,0.00016833971,0.00013480791,0.00009078992,0.00030842138],"domain_scores_gemma":[0.9994055,0.00001915488,0.000020305188,0.00024208905,0.000031204996,0.00028177182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005788909,0.00012692368,0.00017262956,0.000131216,0.00004739241,0.000006383567,0.00014875755,0.00013294956,0.00004920847],"category_scores_gemma":[0.000033153,0.00014365808,0.00003355606,0.00018103988,0.000023657725,0.00002829312,0.0000062945737,0.00015139267,0.000007852046],"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":[0.0000134467555,0.00005937172,0.0007367874,0.000103464925,0.00014063563,0.0000084592975,0.00044094308,0.64712715,0.30923316,0.001977513,0.03217987,0.007979218],"study_design_scores_gemma":[0.002195991,0.0003258591,0.02726683,0.00006615371,0.0006902752,0.000017130282,0.00031329028,0.49367398,0.06785214,0.00066773396,0.40485245,0.0020781725],"about_ca_topic_score_codex":0.000720684,"about_ca_topic_score_gemma":0.006705119,"teacher_disagreement_score":0.70256585,"about_ca_system_score_codex":0.00012317122,"about_ca_system_score_gemma":0.00006146257,"threshold_uncertainty_score":0.5858207},"labels":[],"label_agreement":null},{"id":"W1963777450","doi":"10.1115/detc2005-84911","title":"Adaptive Modeling of Laser Powder Deposition Process for Control and Monitoring Application","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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 Waterloo","funders":"","keywords":"Kalman filter; Computer science; Identification (biology); Process (computing); System identification; Noise (video); Control theory (sociology); Process control; Filter (signal processing); Deposition (geology); Estimation theory; Control engineering; Algorithm; Data modeling; Control (management); Engineering; Artificial intelligence","score_opus":0.019487193222141007,"score_gpt":0.2654087431181797,"score_spread":0.24592154989603868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963777450","genre_codex":"methods","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":[0.12797852,0.00017542162,0.87101936,0.000013789103,0.000010843288,0.00023641104,0.0000012864904,0.00013789315,0.00042650427],"genre_scores_gemma":[0.9677242,0.000020496176,0.03201823,0.000008412836,0.00005619305,0.00015587028,0.0000015802294,0.000009149278,0.0000058690403],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997433,0.000001921027,0.00008693534,0.00006142746,0.00003693217,0.0000695307],"domain_scores_gemma":[0.9998673,0.000010379707,0.000013493273,0.000037632777,0.000056458255,0.000014698897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005209941,0.000048501115,0.00006963487,0.000031496253,0.000016607935,0.0000017204865,0.000019165183,0.000036284255,3.79499e-7],"category_scores_gemma":[0.000003011438,0.000046738263,0.000011595995,0.000023442555,0.0000057752172,0.000109669265,0.0000015667298,0.000027671442,1.663635e-7],"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":[0.00007382946,0.000020238038,0.0011955139,0.00008701405,0.000037383725,3.3984467e-8,0.00010461864,0.77355164,0.19136958,0.0003581899,0.0000066858634,0.033195257],"study_design_scores_gemma":[0.0002699609,0.000021348944,0.000029115008,0.000009813401,0.000013004975,2.8175464e-7,0.000032158583,0.6934158,0.30564702,0.00050556526,0.000014562474,0.00004139128],"about_ca_topic_score_codex":0.0000011111957,"about_ca_topic_score_gemma":0.0000022958952,"teacher_disagreement_score":0.8397457,"about_ca_system_score_codex":0.000015701919,"about_ca_system_score_gemma":0.0000018377222,"threshold_uncertainty_score":0.1905931},"labels":[],"label_agreement":null},{"id":"W1963918272","doi":"10.1002/sca.20202","title":"Small data set analysis in surface metrology: an investigation using a single point incremental forming case study","year":2010,"lang":"en","type":"article","venue":"Scanning","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metrology; Surface roughness; Surface (topology); Surface metrology; Perpendicular; Point (geometry); Surface finish; Single point; Set (abstract data type); Statistical analysis; Data set; Materials science; Computer science; Engineering drawing; Optics; Mathematics; Geometry; Statistics; Physics; Artificial intelligence; Engineering; Simulation; Profilometer; Composite material; Computer simulation","score_opus":0.14712774549577184,"score_gpt":0.3260832124657575,"score_spread":0.17895546696998565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963918272","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":[0.98149157,0.000050307062,0.017709238,0.000008121719,0.00012642519,0.00026549294,0.000010066847,0.00028311435,0.000055660686],"genre_scores_gemma":[0.93235296,7.112556e-7,0.06747213,0.000024552462,0.00004043952,0.0000073410997,0.000072916606,0.000026926682,0.0000020186305],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988354,0.00007838378,0.00031263905,0.00033837487,0.00012448514,0.00031070277],"domain_scores_gemma":[0.999217,0.000035256468,0.000069359034,0.0005560085,0.000035126846,0.000087285836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013582197,0.00017200687,0.0002732148,0.00047015515,0.000101722726,0.00003302202,0.00024058823,0.00009853096,0.00001122008],"category_scores_gemma":[0.00006825359,0.00018934948,0.000030064057,0.0007581062,0.000042906846,0.0006536408,0.00012622213,0.0003787456,5.321869e-7],"study_design_candidate":"simulation_or_modeling","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":[0.0000083718905,0.000053622316,0.54456365,0.000008601853,0.00016058951,0.00023872421,0.0018399347,0.026809491,0.42546898,0.00000410477,0.000005062874,0.00083887443],"study_design_scores_gemma":[0.0014015412,0.0003576347,0.01536699,0.00003018208,0.000988111,0.0003447702,0.014983107,0.905548,0.059992496,0.0002191341,0.000040421746,0.00072765746],"about_ca_topic_score_codex":0.001588151,"about_ca_topic_score_gemma":0.025152799,"teacher_disagreement_score":0.87873846,"about_ca_system_score_codex":0.000115703435,"about_ca_system_score_gemma":0.000019350753,"threshold_uncertainty_score":0.9926356},"labels":[],"label_agreement":null},{"id":"W1966500419","doi":"10.1016/j.precisioneng.2010.08.006","title":"A new method for characterizing axis of rotation radial error motion: Part 2. Experimental results","year":2010,"lang":"en","type":"article","venue":"Precision Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Motion (physics); Eccentricity (behavior); Rotation (mathematics); Computer science; Artificial intelligence","score_opus":0.0266506081665744,"score_gpt":0.3039480581125157,"score_spread":0.2772974499459413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966500419","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":[0.05885914,0.00012278977,0.9386554,0.000025232925,0.0013068898,0.00035522616,0.000015035972,0.00044986818,0.0002104468],"genre_scores_gemma":[0.5311379,0.000010148375,0.46840543,0.0000048964325,0.00028162388,0.00007746879,0.000021240367,0.000033016302,0.00002829381],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991295,0.000008180136,0.00034987138,0.00017869355,0.00013547398,0.0001982964],"domain_scores_gemma":[0.9994978,0.00012344416,0.000056588095,0.00019441401,0.00004597946,0.00008182977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040253528,0.00015354951,0.0002090749,0.00015620624,0.000026771839,0.00001049486,0.00011158385,0.00011793496,0.000026736829],"category_scores_gemma":[0.00022327024,0.00016382798,0.00008111481,0.000112811096,0.0000061269993,0.00025727283,0.000016924816,0.00017201151,0.000001838747],"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":[0.00006295601,0.000010760969,0.000013789795,0.000022341088,0.000015408186,2.891412e-7,0.00018927435,0.012867155,0.9431755,0.00016220908,0.0002603467,0.043219984],"study_design_scores_gemma":[0.00071017566,0.00006952162,0.00031173695,0.000037618942,0.000011207398,0.0000035026947,0.000011400879,0.10302273,0.8760181,0.00006912638,0.019581655,0.00015323411],"about_ca_topic_score_codex":0.0000022360005,"about_ca_topic_score_gemma":0.0000014673168,"teacher_disagreement_score":0.47227874,"about_ca_system_score_codex":0.00003112069,"about_ca_system_score_gemma":0.000008946206,"threshold_uncertainty_score":0.6680711},"labels":[],"label_agreement":null},{"id":"W1968108015","doi":"10.1109/ias.2011.6074342","title":"Estimation and control of temperature profile over a sheet in thermoforming process using non-equidistant temperature sensor","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"McGill University","funders":"","keywords":"Temperature control; Equidistant; Temperature measurement; Controller (irrigation); Position (finance); Estimator; Harmonics; Control theory (sociology); Computer science; Process (computing); Fourier transform; Algorithm; Acoustics; Engineering; Mathematics; Mechanical engineering; Artificial intelligence; Physics","score_opus":0.014027119499885532,"score_gpt":0.2438734517336076,"score_spread":0.22984633223372208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968108015","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":[0.9852363,0.00017340995,0.012552989,0.0000032455298,0.000035447265,0.00038669768,0.000009518386,0.00010673928,0.0014956563],"genre_scores_gemma":[0.98696244,0.000012631193,0.012929355,0.00002060364,0.000012579116,0.000025856709,0.0000033136007,0.000019652767,0.000013552611],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942815,0.000009665892,0.00019048688,0.00012024789,0.00008486121,0.0001665915],"domain_scores_gemma":[0.99978846,0.000009899535,0.00003589058,0.0000934484,0.00004387966,0.00002840059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013604935,0.00013282012,0.00019847623,0.00010776978,0.000024036624,0.0000064407322,0.000046252007,0.00013512165,0.000030281619],"category_scores_gemma":[0.000018384751,0.0001064363,0.000019058496,0.00013277755,0.000029863933,0.00023169175,0.0000067803676,0.00014777118,4.7431323e-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":[0.000054626285,0.000019981384,0.006742438,0.00016512431,0.000016430335,0.0000039331376,0.00064629153,0.0007887136,0.9909983,0.00006286058,0.0000100379075,0.000491254],"study_design_scores_gemma":[0.00088709756,0.000074480326,0.0061364914,0.00016140341,0.000025125797,0.000008968043,0.00027740808,0.09993014,0.8920056,0.0002822263,0.0000063802395,0.00020466217],"about_ca_topic_score_codex":0.0000064681794,"about_ca_topic_score_gemma":0.0000088535035,"teacher_disagreement_score":0.09914143,"about_ca_system_score_codex":0.000029990282,"about_ca_system_score_gemma":0.0000146828725,"threshold_uncertainty_score":0.43403465},"labels":[],"label_agreement":null},{"id":"W1969393926","doi":"10.1117/12.545179","title":"Senarmont compensators with incorrect quarter wave plate and without calibrated quarter wave plates","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"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":"Waveplate; Quarter (Canadian coin); Optics; Birefringence; Phase (matter); Computer science; Acoustics; Physics","score_opus":0.011973787366551943,"score_gpt":0.2095322581657189,"score_spread":0.19755847079916697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969393926","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":[0.995304,0.00011174424,0.00046240044,0.00034093147,0.00016783985,0.000542343,0.000015997091,0.00029164486,0.0027631004],"genre_scores_gemma":[0.8956327,0.000077469085,0.103875816,0.00006066263,0.00009658886,0.00011835876,0.000005801336,0.00007922889,0.0000534186],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982591,2.672634e-8,0.00052823365,0.0003449022,0.0004273906,0.00044031852],"domain_scores_gemma":[0.9989005,0.00007139566,0.0001855388,0.000058078298,0.00064375496,0.00014073015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040301573,0.00041074725,0.0004959478,0.0001245732,0.000072589435,0.000074004914,0.000254395,0.00022101193,0.000009273006],"category_scores_gemma":[0.00009102147,0.00031692756,0.0002281105,0.00023602862,0.00022206536,0.00051584863,0.000039961018,0.0003867404,6.213367e-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":[0.00031105004,0.00013277553,0.009059417,0.00075346796,0.0014319504,9.798555e-7,0.00077008014,0.0005515235,0.82859266,0.1533148,0.0047686794,0.00031263096],"study_design_scores_gemma":[0.0039791833,0.0013966309,0.0042146808,0.00075038156,0.0004609716,0.0001761361,0.0032985208,0.10984764,0.8661199,0.0030275837,0.0053647403,0.0013636204],"about_ca_topic_score_codex":0.0000035547998,"about_ca_topic_score_gemma":4.945021e-7,"teacher_disagreement_score":0.15028721,"about_ca_system_score_codex":0.00011674074,"about_ca_system_score_gemma":0.000017646007,"threshold_uncertainty_score":0.9999283},"labels":[],"label_agreement":null},{"id":"W1971285364","doi":"10.1016/j.optlaseng.2014.12.023","title":"Proximity weighted correction of high density high uncertainty (HDHU) point cloud using low density low uncertainty (LDLU) reference point coordinates","year":2015,"lang":"en","type":"article","venue":"Optics and Lasers in Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"European Social Fund; European Commission","keywords":"Point cloud; Point (geometry); Computer science; Mathematics; Artificial intelligence; Geometry","score_opus":0.01401143624195227,"score_gpt":0.21645629422036566,"score_spread":0.20244485797841338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971285364","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":[0.9035188,0.00010834514,0.09487845,0.000014518305,0.00087960163,0.00024200667,0.0000115978455,0.00027090404,0.00007577353],"genre_scores_gemma":[0.98311913,0.0001418503,0.016567735,0.000012284263,0.00007006238,0.000012177659,0.00002911458,0.000038121892,0.000009536673],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870765,0.000031960968,0.00038158835,0.00028646164,0.00020417281,0.00038817798],"domain_scores_gemma":[0.99921024,0.00007816613,0.00008594692,0.0002563898,0.00021254309,0.0001567434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004997029,0.00030170553,0.0004670833,0.00021663074,0.00004757105,0.000019808776,0.000117293726,0.00021993901,0.0000037371935],"category_scores_gemma":[0.00017525005,0.0003124684,0.000045352623,0.00030722085,0.00007168427,0.00021583163,0.00006943144,0.00042547536,6.7392824e-7],"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":[0.000094976574,0.00005503272,0.002076354,0.0002316712,0.00005207405,0.000019124398,0.00017036774,0.9707086,0.024961032,0.0006867369,0.00006037861,0.00088361825],"study_design_scores_gemma":[0.00086742436,0.0001091192,0.0015751587,0.0003295192,0.0000485177,0.00001517875,0.00014575727,0.86918753,0.12625735,0.0010040762,0.00004523499,0.00041515438],"about_ca_topic_score_codex":0.0005380082,"about_ca_topic_score_gemma":0.00022708984,"teacher_disagreement_score":0.10152112,"about_ca_system_score_codex":0.00031481602,"about_ca_system_score_gemma":0.0000374049,"threshold_uncertainty_score":0.99993277},"labels":[],"label_agreement":null},{"id":"W1972650168","doi":"10.1115/1.3006315","title":"A Correlation Analysis of Cooling-Induced Temperature Changes","year":2008,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Coolant; Temperature control; Temperature measurement; Water cooling; Casting; Materials science; Die (integrated circuit); Mechanical engineering; Thermal; Work (physics); Atmospheric temperature range; Thermodynamics; Engineering; Composite material; Physics","score_opus":0.015350403556879161,"score_gpt":0.22148804518867776,"score_spread":0.2061376416317986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972650168","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":[0.9914451,0.00027980204,0.007933703,0.00001434144,0.00020367134,0.000030306668,5.5706204e-7,0.00004440292,0.00004811779],"genre_scores_gemma":[0.9975805,0.0002800781,0.0020737422,0.000008452767,0.00004537548,7.9934216e-7,2.6144653e-7,0.0000067120213,0.00000405319],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992961,0.0000031250977,0.00019505905,0.00007180115,0.0002842116,0.00014968959],"domain_scores_gemma":[0.999635,0.000026486108,0.000078554935,0.00007904281,0.00011568531,0.00006527175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004397747,0.000087894805,0.00023167024,0.00091650244,0.00005567999,0.0000094409925,0.00011704204,0.000048166123,0.0000024216693],"category_scores_gemma":[0.00007182941,0.00007550567,0.000044712404,0.0005042137,0.00004862434,0.00026333838,0.00001262187,0.0001782725,9.415147e-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":[0.000008183162,0.0000060341326,0.00092144724,0.000027814032,0.00013169942,0.000010445916,0.00040049097,0.40663233,0.59031636,0.000012003605,0.000019401843,0.0015138311],"study_design_scores_gemma":[0.00015685696,0.00008792344,0.081680395,0.00004882061,0.00015208406,0.000067955814,0.00003712195,0.030430801,0.8869675,0.000007261592,0.00024265531,0.00012062242],"about_ca_topic_score_codex":0.0000011356489,"about_ca_topic_score_gemma":0.0000012996762,"teacher_disagreement_score":0.3762015,"about_ca_system_score_codex":0.000051543142,"about_ca_system_score_gemma":0.000019624506,"threshold_uncertainty_score":0.30790317},"labels":[],"label_agreement":null},{"id":"W1973635912","doi":"10.1117/12.417216","title":"&lt;title&gt;Surface-geometry measurement using an untracked range-sensor head&lt;/title&gt;","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de l’Éducation, Gouvernement de l’Ontario; Bộ Giáo dục và Ðào tạo","keywords":"Orientation (vector space); Position (finance); Tracking (education); Head (geology); Range (aeronautics); Position sensor; Match moving; Flexibility (engineering); Acoustics; Computer science; Computer vision; Motion (physics); Geometry; Engineering; Physics; Mathematics; Aerospace engineering; Geology; Angular displacement","score_opus":0.030618409292486177,"score_gpt":0.25446574481143064,"score_spread":0.22384733551894445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973635912","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":[0.9776356,0.00042764464,0.0007894375,0.00018498825,0.000355529,0.00029404362,0.000015066627,0.0002721803,0.02002547],"genre_scores_gemma":[0.72679406,0.000587317,0.27073386,0.00009840508,0.0008661877,0.000061974344,0.000010597634,0.00016880082,0.00067879906],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998551,2.1381823e-8,0.00036179027,0.00021996451,0.0005507477,0.0003164907],"domain_scores_gemma":[0.9989676,0.000024550274,0.000106750274,0.000058364505,0.0007482766,0.00009445048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047175825,0.00023324224,0.0002770582,0.00009718286,0.000047036727,0.00003739128,0.00038641607,0.00017389614,0.00008328753],"category_scores_gemma":[0.00015654437,0.00021119116,0.0002588613,0.0002509387,0.00009242374,0.00026825926,0.000040808554,0.00022101581,0.000010077706],"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":[0.000033493045,0.000074798336,0.00021088478,0.00020059675,0.00026114684,2.3690924e-7,0.0000423817,0.0005916048,0.9301145,0.061735075,0.0057541355,0.0009811167],"study_design_scores_gemma":[0.0027926231,0.0006582609,0.0013034586,0.00087972044,0.00061612524,0.00007999476,0.000492718,0.17397955,0.49308708,0.003890913,0.32046372,0.0017558412],"about_ca_topic_score_codex":0.0000012920484,"about_ca_topic_score_gemma":1.6540257e-7,"teacher_disagreement_score":0.43702745,"about_ca_system_score_codex":0.00022080632,"about_ca_system_score_gemma":0.000017698307,"threshold_uncertainty_score":0.86121255},"labels":[],"label_agreement":null},{"id":"W1974661741","doi":"10.4028/www.scientific.net/amr.718-720.1388","title":"Accuracy Enhancement of CNC Multi-Axis Machine Tools through an On-Line Error Identification and Compensation Strategy","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Advanced Measurement and Metrology Techniques","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":"Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Line (geometry); Identification (biology); Computer science; Adaptability; Machine tool; Control theory (sociology); Compensation methods; Bridge (graph theory); Engineering; Control engineering; Artificial intelligence; Control (management); Mechanical engineering; Mathematics","score_opus":0.19521493136191526,"score_gpt":0.4270215715585067,"score_spread":0.23180664019659142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974661741","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":[0.9475341,0.0003320586,0.05031501,0.000068182555,0.00014727352,0.0011334618,0.00004038386,0.00016298458,0.00026658538],"genre_scores_gemma":[0.9808509,0.0014217943,0.01700001,0.000014891021,0.000038904316,0.00039926465,0.00014140956,0.000032744218,0.00010013255],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846476,0.0001458548,0.0004451442,0.0002792694,0.00032657117,0.00033839216],"domain_scores_gemma":[0.9990201,0.00014174462,0.00008878746,0.0003758294,0.0003107044,0.00006283585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007125555,0.00016239606,0.0002545945,0.00014362007,0.000093043214,0.00006659498,0.00017611733,0.00008768945,0.0002774445],"category_scores_gemma":[0.00020021925,0.00015028042,0.000016845639,0.00014707581,0.00011218965,0.0011965059,0.00004427645,0.00015596233,0.00003850562],"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":[0.00005888093,0.00008487363,0.00002429301,0.00010586928,0.000014374368,5.509163e-7,0.0000982283,0.0011859603,0.969635,0.00082146504,0.00002632634,0.027944151],"study_design_scores_gemma":[0.0005383795,0.00040946165,0.0018275456,0.000045220066,0.0000044423373,8.019022e-7,0.000089277244,0.0013988721,0.9925602,0.0026129922,0.000379703,0.00013310857],"about_ca_topic_score_codex":0.00006513817,"about_ca_topic_score_gemma":0.000020331028,"teacher_disagreement_score":0.03331679,"about_ca_system_score_codex":0.00007087249,"about_ca_system_score_gemma":0.000013742054,"threshold_uncertainty_score":0.6128258},"labels":[],"label_agreement":null},{"id":"W1978570739","doi":"10.1243/0954405021520391","title":"Tool path error prediction of a five-axis machine tool with geometric errors","year":2002,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machine tool; Position (finance); CAD; Machining; Kinematics; Computer science; Computer Aided Design; Path (computing); Process (computing); Coordinate-measuring machine; Orientation (vector space); Geometric modeling; Engineering drawing; Algorithm; Engineering; Mathematics; Geometry; Mechanical engineering","score_opus":0.01302803316556306,"score_gpt":0.19333869970369297,"score_spread":0.1803106665381299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978570739","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":[0.86306286,0.0010654721,0.13420719,0.00010373462,0.000800081,0.00038292,0.000046671255,0.00016751447,0.00016358522],"genre_scores_gemma":[0.9850548,0.00018525425,0.014590203,0.000009122496,0.00009313347,0.000008842959,0.000001379384,0.00003321567,0.000024038727],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981588,0.000004433302,0.00084772933,0.00013919565,0.0005940778,0.00025574173],"domain_scores_gemma":[0.9989187,0.000045132412,0.0004513142,0.00014510045,0.0003697399,0.000070028946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047032567,0.00028730376,0.00057457975,0.0005152901,0.000032408203,0.0000067983246,0.00039428877,0.00021238602,0.000035064284],"category_scores_gemma":[0.0004126035,0.0002030715,0.00023826916,0.00064157764,0.00006751806,0.00030720152,0.000037905622,0.00060475833,4.499557e-7],"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":[0.00015491308,0.00016347662,0.000317626,0.0010361881,0.00047146494,0.0000037867721,0.00017746982,0.8352106,0.15758382,0.0023363945,0.0013431436,0.0012010969],"study_design_scores_gemma":[0.0018807675,0.0010116991,0.0016704171,0.0012651201,0.00039184728,0.00015790816,0.000060220067,0.10419934,0.88450813,0.00021404476,0.0042412844,0.00039922984],"about_ca_topic_score_codex":0.0000014300083,"about_ca_topic_score_gemma":2.2015591e-7,"teacher_disagreement_score":0.7310113,"about_ca_system_score_codex":0.00011342917,"about_ca_system_score_gemma":0.000016785263,"threshold_uncertainty_score":0.8281015},"labels":[],"label_agreement":null},{"id":"W1978766810","doi":"10.1051/0004-6361:20010408","title":"Elemental abundance analyses with DAO spectrograms","year":2001,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Advanced Measurement and Metrology Techniques","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":false,"ca_institutions":"Dominion Astrophysical Observatory; Herzberg Institute of Astrophysics","funders":"Smithsonian Astrophysical Observatory; Citadel Foundation","keywords":"Physics; Astrophysics; Stars; Abundance (ecology); Astronomy; Abundance of the chemical elements; Biology","score_opus":0.015410078425681883,"score_gpt":0.2451831430328941,"score_spread":0.22977306460721222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978766810","genre_codex":"methods","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":[0.39841852,0.00012981224,0.59993273,0.000009618255,0.000020202748,0.000065558736,0.0000021108856,0.0001773535,0.0012440629],"genre_scores_gemma":[0.8400683,0.000047821486,0.15968615,0.000009838469,0.00010160258,0.000016259064,0.000014628663,0.000016817386,0.000038587263],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994494,0.0000056450817,0.000090480586,0.00013551438,0.00007198248,0.0002469898],"domain_scores_gemma":[0.99978685,0.0000054496977,0.000022973987,0.000115806164,0.000013513413,0.00005538389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002232413,0.00014441213,0.00013943063,0.000032749176,0.00005890462,0.000020584714,0.00006191992,0.000020379997,0.00001698293],"category_scores_gemma":[4.362442e-7,0.00012692972,0.000028727802,0.00010430811,0.00005873704,0.00017852621,0.000012946135,0.00011316438,0.000004386519],"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":[0.0000845981,0.00009626281,0.043449875,0.000015893278,0.0002749882,0.000016283764,0.00006330234,0.005499397,0.061790176,0.0016462666,0.00015737748,0.88690555],"study_design_scores_gemma":[0.0033467365,0.0022314463,0.030810127,0.0001149307,0.0003531178,0.00006540702,0.001013218,0.0014974751,0.27870676,0.0016119624,0.6787241,0.0015246806],"about_ca_topic_score_codex":0.0000034608147,"about_ca_topic_score_gemma":0.0000048750267,"teacher_disagreement_score":0.8853809,"about_ca_system_score_codex":0.00002294648,"about_ca_system_score_gemma":0.000004918842,"threshold_uncertainty_score":0.5176044},"labels":[],"label_agreement":null},{"id":"W1979595082","doi":"10.1007/s00170-014-6714-6","title":"Calibration of the cutting process and compensation of the compliance error by using on-machine probing","year":2014,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Offset (computer science); Compensation (psychology); Machine tool; Calibration; Process (computing); End milling; Tool path; Coordinate-measuring machine; Mechanical engineering; Engineering; Computer science; Machining; Mathematics","score_opus":0.016469748156709492,"score_gpt":0.2672953370618877,"score_spread":0.2508255889051782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979595082","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":[0.9544761,0.00014764322,0.04382941,0.0009844077,0.0003136872,0.00014161257,0.000003227917,0.000039219067,0.00006466186],"genre_scores_gemma":[0.9967751,0.00002917726,0.003090016,0.00005621135,0.000028768814,0.0000029398316,4.3032196e-7,0.000012252555,0.0000051202414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921805,0.000028804865,0.0003446936,0.000072017334,0.00024197,0.000094487834],"domain_scores_gemma":[0.9991268,0.00007885908,0.0004983418,0.0001590552,0.00012692998,0.000010006888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002560855,0.000098704186,0.0001618022,0.0001079026,0.00006721652,0.0000060647476,0.0005761527,0.000057072863,0.0000015238575],"category_scores_gemma":[0.00013859084,0.00005547566,0.00004446032,0.000081504666,0.00015781069,0.00012364321,0.000074821306,0.00030909042,3.84169e-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":[0.00007161105,0.000029827544,0.002254795,0.000058298065,0.000092419206,3.651629e-7,0.0001801791,0.21579942,0.7597136,0.0013072497,0.000019607562,0.020472646],"study_design_scores_gemma":[0.00029813216,0.00004666208,0.000604347,0.0002859452,0.000016507429,0.000035775727,0.000069121576,0.014468172,0.97443074,0.009531813,0.00016051815,0.000052289208],"about_ca_topic_score_codex":0.0000018771051,"about_ca_topic_score_gemma":0.0000031515735,"teacher_disagreement_score":0.21471715,"about_ca_system_score_codex":0.000058714417,"about_ca_system_score_gemma":0.000010643352,"threshold_uncertainty_score":0.22622317},"labels":[],"label_agreement":null},{"id":"W1979694973","doi":"10.1016/j.advengsoft.2011.03.014","title":"An enhanced GA technique for system training and prognostics","year":2011,"lang":"en","type":"article","venue":"Advances in Engineering Software","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Crossover; Benchmark (surveying); Convergence (economics); Operator (biology); Genetic algorithm; Computer science; Prognostics; Algorithm; Mutation; Mathematical optimization; Artificial intelligence; Machine learning; Data mining; Mathematics","score_opus":0.0176929651878091,"score_gpt":0.23947017889167677,"score_spread":0.22177721370386766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979694973","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":[0.0082569355,0.002328315,0.9864718,5.717557e-7,0.00023719962,0.00060894276,0.000008829496,0.0018808136,0.0002066119],"genre_scores_gemma":[0.62182707,0.00017281696,0.37725773,0.0000035766504,0.000033689237,0.000653818,0.0000050626695,0.000044643373,0.0000016133503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914074,0.000007200437,0.00022675018,0.00021535903,0.0000699273,0.00034001135],"domain_scores_gemma":[0.9996187,0.000073948846,0.000027736989,0.00017393845,0.00003689045,0.00006880071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020332869,0.0002046941,0.00024416164,0.00016774882,0.000029084416,0.000006818377,0.00013033822,0.000119013836,0.0000013076317],"category_scores_gemma":[0.00010977101,0.00022348405,0.000026886546,0.00013597804,0.000026676444,0.0004077442,0.000010705811,0.00015950529,3.0015732e-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":[0.00016805447,0.00021153477,0.016945105,0.009950153,0.00015205178,0.00007448833,0.008068855,0.2516579,0.36849147,0.018142499,0.00003181474,0.32610607],"study_design_scores_gemma":[0.0016274545,0.0010347153,0.0022688534,0.0018785704,0.00008120235,0.00007016063,0.0008251822,0.033333402,0.94527483,0.0038542408,0.0078338925,0.0019174973],"about_ca_topic_score_codex":7.1559583e-7,"about_ca_topic_score_gemma":0.000003941143,"teacher_disagreement_score":0.6135701,"about_ca_system_score_codex":0.00006774624,"about_ca_system_score_gemma":0.000007011292,"threshold_uncertainty_score":0.91134155},"labels":[],"label_agreement":null},{"id":"W1981683665","doi":"10.1088/0026-1394/38/3/6","title":"High-accuracy interferometric measurements of flatness and parallelism of a step gauge","year":2001,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","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":"Canadian Society of Intestinal Research","funders":"","keywords":"Flatness (cosmology); Interferometry; Calibration; Parallelism (grammar); Gauge (firearms); Computer science; Optics; Physics; Materials science; Parallel computing","score_opus":0.034993961511888556,"score_gpt":0.25559628873214923,"score_spread":0.22060232722026069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981683665","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":[0.9378525,0.0020940665,0.058418754,0.000015523365,0.0001795918,0.0001723273,0.000004858218,0.0001756272,0.0010867474],"genre_scores_gemma":[0.9787307,0.0004201123,0.020737745,0.000017634016,0.000021300846,0.000023486553,0.000004139785,0.000019069286,0.000025858646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989728,0.000045517245,0.0003713887,0.00016112486,0.00021188667,0.00023728717],"domain_scores_gemma":[0.9994012,0.00009262534,0.000112087975,0.0002434275,0.00010186247,0.0000487962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048104036,0.00016651908,0.00042399566,0.00050179125,0.000018227573,0.000003941947,0.00017533691,0.00012498863,0.00004821252],"category_scores_gemma":[0.00026676082,0.00014888021,0.000054366097,0.000567715,0.00008859483,0.0001143705,0.000044380413,0.00014019004,0.0000017831604],"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":[0.0002948385,0.0001620539,0.27112356,0.00025163722,0.00040488422,0.000010869735,0.00009240429,0.0006725724,0.6660198,0.00079516595,0.00066083675,0.059511393],"study_design_scores_gemma":[0.0032498718,0.0013444246,0.22204551,0.00010068056,0.00023038505,0.00002185249,0.00006083547,0.00076133525,0.76633483,0.0025860853,0.0026578421,0.0006063504],"about_ca_topic_score_codex":0.000023006853,"about_ca_topic_score_gemma":0.0000087848675,"teacher_disagreement_score":0.100315034,"about_ca_system_score_codex":0.00003530437,"about_ca_system_score_gemma":0.000005840824,"threshold_uncertainty_score":0.6071159},"labels":[],"label_agreement":null},{"id":"W1981838797","doi":"10.1016/j.ijmachtools.2009.05.001","title":"Single setup estimation of a five-axis machine tool eight link errors by programmed end point constraint and on the fly measurement with Capball sensor","year":2009,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machine tool; Cartesian coordinate system; Coordinate-measuring machine; Offset (computer science); Computer science; Kinematics; Position (finance); Control theory (sociology); Algorithm; Simulation; Engineering; Artificial intelligence; Mathematics; Geometry","score_opus":0.013703162421434583,"score_gpt":0.22980934206314077,"score_spread":0.2161061796417062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981838797","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":[0.8625033,0.002405368,0.11840647,0.01446295,0.00026999638,0.0006701163,0.00022908948,0.00009054285,0.00096218294],"genre_scores_gemma":[0.99222934,0.00016671716,0.0071147587,0.00037796012,0.00005563471,0.000003955787,0.00002207934,0.000011462634,0.000018087992],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890757,0.000032407817,0.00033242698,0.00010663539,0.0004961693,0.0001247933],"domain_scores_gemma":[0.9994058,0.00006162407,0.00020278903,0.000082292405,0.00019103293,0.00005646022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004128211,0.00018126641,0.000222264,0.00010088676,0.0000353606,0.000045276494,0.00013205266,0.000063737025,0.00003421118],"category_scores_gemma":[0.00009190541,0.0001067224,0.000051890896,0.00003107785,0.00008107175,0.00016317931,0.000012269717,0.00030497427,2.0101444e-7],"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":[0.00096142356,0.00028609816,0.0003330127,0.00005622711,0.00074207224,0.00007364944,0.00063132966,0.010152354,0.08669535,0.00081388926,0.001963244,0.89729136],"study_design_scores_gemma":[0.011221059,0.008955132,0.029799769,0.0015719641,0.0006054398,0.0022949774,0.00044181183,0.03231257,0.8551987,0.013503794,0.042601362,0.0014934662],"about_ca_topic_score_codex":0.0000070844217,"about_ca_topic_score_gemma":0.0000130202,"teacher_disagreement_score":0.8957979,"about_ca_system_score_codex":0.00007601252,"about_ca_system_score_gemma":0.000015442354,"threshold_uncertainty_score":0.43520132},"labels":[],"label_agreement":null},{"id":"W1982410637","doi":"10.1063/1.1562624","title":"Eckart frames for planar molecules","year":2003,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":14,"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":"Planar; Orientation (vector space); Plane (geometry); Frame (networking); Reference frame; Frame of reference; Molecule; Physics; Classical mechanics; Geometry; Mathematics; Computer science; Quantum mechanics; Computer graphics (images)","score_opus":0.016594958368649628,"score_gpt":0.2408609366226277,"score_spread":0.22426597825397807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982410637","genre_codex":"methods","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":[0.21758159,0.0010229594,0.77804196,0.00010307308,0.00017135651,0.00010258522,0.000002489013,0.000066752575,0.0029072617],"genre_scores_gemma":[0.9824235,0.00007359378,0.0172198,0.00009299072,0.00016337777,0.000002093899,5.1860997e-7,0.000014903083,0.000009228278],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996506,0.000010072676,0.00012752404,0.000023651304,0.00008453953,0.00010361032],"domain_scores_gemma":[0.9997206,0.000083835956,0.00004652884,0.000070758724,0.000050398026,0.000027890257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016184668,0.000064023705,0.00011648504,0.0000102407585,0.000013635815,0.0000028476238,0.00010556186,0.000035181507,0.0000022417794],"category_scores_gemma":[0.000053901844,0.00004241724,0.00006367694,0.000038028997,0.000029879222,0.00004938223,0.0000023502682,0.00015646187,7.9550443e-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":[0.000026215972,0.000018083312,0.000020956413,0.000014356329,0.000049036043,4.7605127e-7,0.00005411327,0.0007172913,0.98853827,0.0031993024,0.0058371155,0.001524795],"study_design_scores_gemma":[0.00017105126,0.00003270493,0.0000022837387,0.000010583385,0.000034465716,0.00000768903,0.000010814664,0.000120860204,0.8996216,0.092588775,0.007350819,0.00004834306],"about_ca_topic_score_codex":3.9693393e-8,"about_ca_topic_score_gemma":1.6181332e-8,"teacher_disagreement_score":0.7648419,"about_ca_system_score_codex":0.000018700273,"about_ca_system_score_gemma":0.0000071275585,"threshold_uncertainty_score":0.17297247},"labels":[],"label_agreement":null},{"id":"W1986075039","doi":"10.11159/ijmem.2012.015","title":"An Investigation of Thermal Behaviour of a Machine Tool on the Dimensional Accuracy of Parts","year":2012,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering and Mechatronics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thermocouple; Compensation (psychology); Interferometry; Computer science; Displacement (psychology); Machine tool; Measure (data warehouse); Accuracy and precision; Mechanical engineering; Ball (mathematics); Metre; Thermal; Laser; Engineering; Optics; Mathematics; Electrical engineering","score_opus":0.015804040654165585,"score_gpt":0.25052617545893996,"score_spread":0.23472213480477438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986075039","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":[0.96801835,0.00051784964,0.030895477,0.00007525862,0.000399909,0.000057394554,0.000012239266,0.000017230923,0.000006273071],"genre_scores_gemma":[0.99355847,0.00010986288,0.006200648,0.000018206241,0.00009279368,0.0000025811278,0.000003167882,0.000013273827,9.756644e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906844,0.000023708419,0.00041512176,0.000046503774,0.00033546696,0.00011076295],"domain_scores_gemma":[0.99930495,0.00016260766,0.00020934526,0.00009321181,0.00017249308,0.000057393816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000664271,0.000096917225,0.00018967978,0.00011597232,0.000008598325,0.000003007543,0.00018267245,0.000066726076,0.000012186542],"category_scores_gemma":[0.00014670628,0.00007024943,0.000074618016,0.000045835564,0.000021045593,0.00017490084,0.000021667212,0.00021310411,1.260516e-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":[0.0000918151,0.00008864164,0.0010285134,0.00002864118,0.00016801553,0.000001133553,0.0001486223,0.057199087,0.8985452,0.039657805,0.000017543467,0.0030250007],"study_design_scores_gemma":[0.00056025456,0.00043242882,0.0020695694,0.00020978646,0.000068341236,0.000029808158,0.000033475484,0.04599495,0.94934183,0.0010166974,0.00012575522,0.00011707874],"about_ca_topic_score_codex":0.0000020455386,"about_ca_topic_score_gemma":3.2601199e-7,"teacher_disagreement_score":0.050796676,"about_ca_system_score_codex":0.00003119264,"about_ca_system_score_gemma":0.00001932463,"threshold_uncertainty_score":0.28646886},"labels":[],"label_agreement":null},{"id":"W1990071522","doi":"10.4028/www.scientific.net/amr.664.907","title":"An Integrated Modeling Approach for ANN-Based Real-Time Thermal Error Compensation on a CNC Turning Center","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":21,"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; Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Process (computing); Machining; Thermal; Artificial neural network; Taguchi methods; Computer science; Engineering; Control theory (sociology); Control engineering; Mechanical engineering; Artificial intelligence; Control (management); Machine learning","score_opus":0.07616638738999533,"score_gpt":0.35041624323868514,"score_spread":0.2742498558486898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990071522","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":[0.75162315,0.000016321364,0.24515942,0.000028380333,0.000096817625,0.0014143164,0.000035141005,0.00064667145,0.0009797829],"genre_scores_gemma":[0.88295376,0.00001666473,0.11517364,0.000027310163,0.00009315235,0.0011507873,0.00044908488,0.00008506044,0.00005054639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981271,0.00021069928,0.00032989815,0.0003560583,0.00032118283,0.00065508817],"domain_scores_gemma":[0.99896765,0.000107999535,0.000041258812,0.00036781028,0.00040467523,0.00011060689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010347503,0.0002281365,0.0003036425,0.0002969813,0.00016568047,0.000090684836,0.000259829,0.00014910249,0.00015370104],"category_scores_gemma":[0.00010751913,0.00020034917,0.000041142757,0.00017554016,0.00005803896,0.00042594242,0.000020767371,0.00023646795,0.00003841165],"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":[0.00020638315,0.000060862905,0.0000117595855,0.000059369362,0.000011030239,4.768382e-7,0.000045423156,0.22915025,0.76743793,0.000040891453,0.00007121236,0.0029044023],"study_design_scores_gemma":[0.00067754055,0.00027515923,0.00004353855,0.00004794382,0.000003452129,4.0481808e-7,0.00006359952,0.49780524,0.50052136,0.00026225307,0.00013433372,0.00016518915],"about_ca_topic_score_codex":0.00003089254,"about_ca_topic_score_gemma":0.0000016515374,"teacher_disagreement_score":0.26865497,"about_ca_system_score_codex":0.00016618615,"about_ca_system_score_gemma":0.000026721644,"threshold_uncertainty_score":0.8170002},"labels":[],"label_agreement":null},{"id":"W1990945312","doi":"10.1115/imece2004-61361","title":"Micro-Guidance of Pick-and-Place Robots via Task-Space Sensing","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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 Toronto","funders":"","keywords":"Robot end effector; Computer science; Novelty; Noise (video); Robot; Planar; Task (project management); SMT placement equipment; Computer vision; Artificial intelligence; Engineering","score_opus":0.008385347920434012,"score_gpt":0.21656188292322157,"score_spread":0.20817653500278754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990945312","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":[0.18451427,0.0011024541,0.8078296,0.000116376315,0.0000968227,0.00010856562,7.2981226e-7,0.00047513875,0.0057560327],"genre_scores_gemma":[0.79676175,0.00009708529,0.20289455,0.000047017973,0.000019796795,0.0000013991091,7.663136e-7,0.000016262928,0.00016136839],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950546,0.0000067643277,0.00013557094,0.00011156581,0.00007023766,0.00017042024],"domain_scores_gemma":[0.9997557,0.000015644173,0.000024819967,0.00013332436,0.000032406493,0.00003811771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001010352,0.00010899358,0.00015528782,0.00005892984,0.000022332553,0.0000036120948,0.000046586807,0.000067190136,0.0000057771967],"category_scores_gemma":[0.000014750851,0.00010592416,0.000025809886,0.000085867134,0.000042617572,0.00007797163,0.00001591774,0.00009205797,0.000004242127],"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":[0.0000064114297,0.0000072115613,0.0003130487,0.000037303835,0.000018514222,0.0000029110938,0.000081124614,0.015086533,0.98139596,0.00052283524,0.00018467294,0.002343484],"study_design_scores_gemma":[0.0003787443,0.000037054033,0.00063441263,0.00004508064,0.00001384784,0.00001714415,0.000020233447,0.0007369653,0.99531174,0.0011737443,0.0014798992,0.00015111333],"about_ca_topic_score_codex":0.000016199729,"about_ca_topic_score_gemma":0.000032382137,"teacher_disagreement_score":0.61224747,"about_ca_system_score_codex":0.00004564408,"about_ca_system_score_gemma":0.000007244039,"threshold_uncertainty_score":0.4319462},"labels":[],"label_agreement":null},{"id":"W1991391117","doi":"10.4028/www.scientific.net/amm.29-32.48","title":"The Modeling Study on Kinematic Interface Joints Based on Accordant Displacement Method","year":2010,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Advanced Measurement and Metrology Techniques","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":"Canadian Association of Emergency Physicians","funders":"","keywords":"Kinematics; Displacement (psychology); Interface (matter); Structural engineering; Reflector (photography); Vibration; Finite element method; Modal; Modal analysis; Engineering; Acoustics; Materials science; Physics; Optics","score_opus":0.018309217671665986,"score_gpt":0.2799114490858126,"score_spread":0.2616022314141466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991391117","genre_codex":"methods","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":[0.22754386,0.0000074723275,0.7703469,0.000037195252,0.000625952,0.0008028235,0.0000045646343,0.00018819328,0.0004430763],"genre_scores_gemma":[0.9753032,0.00001965089,0.024187414,0.00008085627,0.000044614968,0.0003168795,0.000002444779,0.000035665038,0.000009321126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991437,0.000029857867,0.00025243027,0.00019959298,0.00015635868,0.00021806556],"domain_scores_gemma":[0.9994912,0.00007755736,0.0000462326,0.00032150277,0.000017666958,0.000045809516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010817788,0.00019319938,0.00023044036,0.000054732765,0.00012027865,0.000056645567,0.00013086182,0.000063415246,0.000018139623],"category_scores_gemma":[0.000026136337,0.00012934304,0.00001839825,0.000039035243,0.0000051497946,0.000021226744,0.00004020964,0.00015707855,0.000007685667],"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":[0.00010795215,0.00006249653,3.261619e-7,0.000025885769,0.000027236913,7.171252e-7,0.000062646344,0.0030795815,0.9485359,0.046394203,0.000031874522,0.0016711339],"study_design_scores_gemma":[0.0009229082,0.000377582,0.0000056259714,0.000038249425,0.0000607112,9.997966e-7,0.00028916783,0.12042374,0.84684825,0.030323545,0.00042977778,0.00027946176],"about_ca_topic_score_codex":0.0000017905435,"about_ca_topic_score_gemma":0.0000069832254,"teacher_disagreement_score":0.7477593,"about_ca_system_score_codex":0.00001823662,"about_ca_system_score_gemma":0.0000051386464,"threshold_uncertainty_score":0.5274456},"labels":[],"label_agreement":null},{"id":"W1993802703","doi":"10.1016/j.ijmachtools.2005.01.003","title":"A model based method for centering double ball bar test results preventing fictitious ovalization effects","year":2005,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ball (mathematics); Eccentricity (behavior); Telescoping series; Structural engineering; Engineering; Trajectory; Mathematics; Mathematical analysis; Physics","score_opus":0.01686196086207422,"score_gpt":0.29412920938086273,"score_spread":0.27726724851878853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993802703","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":[0.011003157,0.00037974838,0.98696834,0.0005533004,0.00026488662,0.00018516657,0.00009055226,0.000069516005,0.00048532616],"genre_scores_gemma":[0.75812185,0.00011034014,0.24113393,0.00022805254,0.00026087824,0.000009669359,0.00004262738,0.000018809153,0.00007385376],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992727,0.000012142514,0.0003151121,0.00009616964,0.0001826064,0.00012127639],"domain_scores_gemma":[0.9994506,0.00015383173,0.00014764047,0.000056841458,0.00014247761,0.0000485866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035673787,0.00012643251,0.00016171622,0.00012739064,0.00003821931,0.000049239312,0.00013968059,0.00006555229,0.0000072436965],"category_scores_gemma":[0.00012401534,0.000108441156,0.000083908606,0.000019863679,0.0000072168555,0.00029973898,0.000017515837,0.00016176321,2.818626e-7],"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":[0.00061831553,0.0000951449,0.000227485,0.00012062159,0.00019160478,0.000012563676,0.0001358446,0.75888,0.06153935,0.000271251,0.0018919159,0.1760159],"study_design_scores_gemma":[0.0047585517,0.00016310724,0.00069523224,0.00018475269,0.00007191819,0.00006338886,0.0000043520135,0.7814965,0.17850107,0.0012016044,0.032672424,0.00018708258],"about_ca_topic_score_codex":0.0000012095136,"about_ca_topic_score_gemma":0.000008956296,"teacher_disagreement_score":0.7471187,"about_ca_system_score_codex":0.000071786235,"about_ca_system_score_gemma":0.000012129272,"threshold_uncertainty_score":0.4422102},"labels":[],"label_agreement":null},{"id":"W1995354313","doi":"10.1016/j.ijmachtools.2007.02.002","title":"Relationships between straightness and angular kinematic errors in machines","year":2007,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Agenția Națională pentru Cercetare și Dezvoltare","keywords":"Kinematics; Machine tool; Coordinate-measuring machine; Computer science; Stylus; Position (finance); Compensation (psychology); Basis (linear algebra); Mechanism (biology); Algorithm; Angular displacement; Joint (building); Software; Control engineering; Artificial intelligence; Control theory (sociology); Engineering; Computer vision; Mathematics; Mechanical engineering; Geometry; Physics","score_opus":0.022793111550505566,"score_gpt":0.2763262481198412,"score_spread":0.2535331365693356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995354313","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":[0.9194301,0.0013589401,0.07805666,0.00035497072,0.0002115687,0.00006937867,0.000012075417,0.0000319361,0.0004744017],"genre_scores_gemma":[0.99318784,0.00019414628,0.0063739754,0.000036710822,0.000155821,7.791097e-7,0.000010172222,0.000011552127,0.000028998418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992882,0.000020998292,0.0003357163,0.00006569928,0.00018504278,0.00010437079],"domain_scores_gemma":[0.9996254,0.000117999414,0.00009482953,0.000043518554,0.00005491755,0.00006337014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060942286,0.00011040088,0.00018003881,0.0002722252,0.000022258473,0.000025411999,0.000111852765,0.00008339598,0.000018615206],"category_scores_gemma":[0.000085181746,0.00008671913,0.00003161262,0.00004117331,0.00002740376,0.00026065492,0.000019112513,0.00041141635,2.7549555e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020504078,0.00007556562,0.5081581,0.00014638231,0.00047016842,0.00029402887,0.001216382,0.006772496,0.011516796,0.00147612,0.00039751112,0.46927142],"study_design_scores_gemma":[0.0010866184,0.00007092839,0.97642195,0.00012627168,0.00004397034,0.00021914212,0.000083923085,0.00065597927,0.0060737864,0.009627061,0.0053964676,0.00019388826],"about_ca_topic_score_codex":0.000004905303,"about_ca_topic_score_gemma":0.00006741598,"teacher_disagreement_score":0.46907753,"about_ca_system_score_codex":0.00003161471,"about_ca_system_score_gemma":0.0000049697474,"threshold_uncertainty_score":0.35363033},"labels":[],"label_agreement":null},{"id":"W1995686675","doi":"10.1109/nafips.2007.383825","title":"Application of fuzzy knowledge base for corrected measured point determination in coordinate metrology","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"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":"Fuzzy logic; Computer science; Algorithm; Point (geometry); Metrology; Artificial intelligence; Mathematics; Geometry","score_opus":0.01733640302607821,"score_gpt":0.27799349474595836,"score_spread":0.26065709171988016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995686675","genre_codex":"methods","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":[0.051337253,0.00015834803,0.9414861,0.000015441183,0.00012091292,0.00048453212,0.000001934569,0.00027465206,0.006120785],"genre_scores_gemma":[0.9656847,0.0000065989366,0.03407167,0.000014593266,0.000019880672,0.00012462125,0.000014161536,0.000017150312,0.000046608704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930835,0.000016702377,0.00028254083,0.00012451566,0.00005468619,0.00021319518],"domain_scores_gemma":[0.9995237,0.00012296815,0.000046787587,0.00012461569,0.00015000548,0.000031904554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092237967,0.00009538783,0.00018295129,0.00033595494,0.00001306491,0.0000013090349,0.000071574555,0.000116133306,0.0000047131703],"category_scores_gemma":[0.0001340221,0.00009727652,0.000037362588,0.00025307498,0.000023557777,0.00007109634,0.000007795623,0.00007395429,0.0000017246705],"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":[0.00017390838,0.000115155766,0.0076370942,0.00011158981,0.000020788448,8.156211e-7,0.00013457808,0.000506612,0.7627124,0.0029466976,0.00027134412,0.22536902],"study_design_scores_gemma":[0.0012885197,0.00018021183,0.012855842,0.000013239303,0.000026333557,0.0000024295186,0.00005406804,0.06461295,0.9148591,0.0040032417,0.0019175573,0.00018649812],"about_ca_topic_score_codex":0.00000736847,"about_ca_topic_score_gemma":0.0004884663,"teacher_disagreement_score":0.91434747,"about_ca_system_score_codex":0.0001088942,"about_ca_system_score_gemma":0.00000797543,"threshold_uncertainty_score":0.3966821},"labels":[],"label_agreement":null},{"id":"W1996529445","doi":"10.1080/09511920802392730","title":"NURBS representation of estimated surfaces resulting from machining errors","year":2009,"lang":"en","type":"article","venue":"International Journal of Computer Integrated Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":44,"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 Research Council Canada; University of Windsor; University of Ontario Institute of Technology","funders":"","keywords":"Machining; Machine tool; Representation (politics); Process (computing); Computer Aided Design; Mechanical engineering; CAD; Computer science; Position (finance); Engineering drawing; Jacobian matrix and determinant; Surface roughness; Algorithm; Engineering; Mathematics; Applied mathematics","score_opus":0.026579555590582404,"score_gpt":0.2959993500353554,"score_spread":0.269419794444773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996529445","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":[0.7653509,0.00017200383,0.23271258,0.00008034043,0.0010268963,0.00004614174,0.00000789253,0.00012396566,0.00047931005],"genre_scores_gemma":[0.9039697,0.00008073456,0.09566256,0.000045985274,0.00020163269,5.019233e-7,0.000018807643,0.000013055826,0.000007019754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867487,0.000039607974,0.0006667369,0.00011215316,0.0003661146,0.00014052134],"domain_scores_gemma":[0.9990633,0.00012929062,0.00036014736,0.000099382334,0.00029787156,0.000049984432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021474324,0.00015660675,0.0002809966,0.00034875105,0.000021794149,0.000038208713,0.00038493072,0.00007425967,0.000026031337],"category_scores_gemma":[0.000068207264,0.0001384048,0.00010696421,0.00007846634,0.000023797438,0.00038348208,0.000021103915,0.00033959528,0.0000013783128],"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":[0.00029545257,0.000070720904,0.004399703,0.000009425253,0.0005545594,0.00011508115,0.0008627037,0.5344453,0.18131065,0.00005689871,0.00075411715,0.2771254],"study_design_scores_gemma":[0.0006134719,0.00012954834,0.027410783,0.000605391,0.000030412826,0.00004547569,0.000077009856,0.07061023,0.89800584,0.0019253027,0.0003910625,0.00015545159],"about_ca_topic_score_codex":0.000029770097,"about_ca_topic_score_gemma":0.0000035946182,"teacher_disagreement_score":0.7166952,"about_ca_system_score_codex":0.00010457681,"about_ca_system_score_gemma":0.000016465941,"threshold_uncertainty_score":0.56439835},"labels":[],"label_agreement":null},{"id":"W1997550261","doi":"10.1117/12.768868","title":"Maximum likelihood estimation of the distribution of target registration error","year":2008,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Distribution (mathematics); Isotropy; Algorithm; Measure (data warehouse); Fiducial marker; Point (geometry); Computer science; Noise (video); Monte Carlo method; Data set; Mathematics; Normal distribution; Point distribution model; Artificial intelligence; Statistics; Data mining; Geometry; Mathematical analysis; Image (mathematics)","score_opus":0.013594665763017344,"score_gpt":0.22784792368202358,"score_spread":0.21425325791900623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997550261","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":[0.9939691,0.000114416835,0.003689103,0.00043654282,0.00019220384,0.00045307935,0.000059939503,0.00010690149,0.0009787482],"genre_scores_gemma":[0.91163194,0.00009118322,0.08802285,0.000011834417,0.00009218576,0.00007094343,0.000018562574,0.000031003492,0.000029479424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983605,2.1359586e-8,0.000672928,0.00018064433,0.00054702704,0.00023888281],"domain_scores_gemma":[0.99840164,0.000053465978,0.0003893984,0.00006680655,0.0010401461,0.000048567745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004321583,0.0002136529,0.00032865276,0.000059723006,0.00005982027,0.000010638071,0.00052689493,0.00017497325,0.0000039896154],"category_scores_gemma":[0.00044738414,0.00016774716,0.00041283868,0.00029980528,0.00025775275,0.0003818243,0.000059397582,0.00022770581,2.2987733e-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":[0.000068910806,0.000108550244,0.0013366083,0.00070299575,0.00027184092,3.5448597e-8,0.00018565655,0.0046569067,0.86572415,0.12355649,0.0029622347,0.00042560248],"study_design_scores_gemma":[0.0006605351,0.00022223956,0.0045392886,0.0002757211,0.00012075463,0.000012007812,0.00022812132,0.07284419,0.9138722,0.006126134,0.0008753037,0.00022351064],"about_ca_topic_score_codex":0.0000042687457,"about_ca_topic_score_gemma":1.142487e-7,"teacher_disagreement_score":0.11743036,"about_ca_system_score_codex":0.00013056562,"about_ca_system_score_gemma":0.00002686191,"threshold_uncertainty_score":0.68405306},"labels":[],"label_agreement":null},{"id":"W2001238362","doi":"10.1016/j.cad.2004.02.009","title":"Free-form surface inspection techniques state of the art review","year":2004,"lang":"en","type":"article","venue":"Computer-Aided Design","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":369,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Free form; Process (computing); Computer science; Measure (data warehouse); Surface (topology); Transformation (genetics); Engineering drawing; Coordinate-measuring machine; Visual inspection; Quality (philosophy); Cover (algebra); Industrial engineering; Mechanical engineering; Engineering; Data mining; Artificial intelligence; Mathematics; Geometry","score_opus":0.021884271860284566,"score_gpt":0.23178044254650246,"score_spread":0.20989617068621788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001238362","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":[0.00178414,0.0031922671,0.9919151,0.0001568843,0.00024379285,0.00063595833,0.0000031454256,0.0012864583,0.000782226],"genre_scores_gemma":[0.18269993,0.011047623,0.8051368,0.00072138844,0.000126382,0.00007466386,0.0000053259273,0.00007961688,0.00010829204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991689,0.000045722663,0.0002939196,0.00014179021,0.00016454104,0.00018513574],"domain_scores_gemma":[0.9993034,0.00003175348,0.00008055623,0.0004717168,0.000078642195,0.00003394126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039745908,0.00015914082,0.00025161862,0.000051372655,0.000049525857,0.000007264972,0.00031294243,0.0000538729,0.000004423036],"category_scores_gemma":[0.000025436824,0.00012347111,0.00008461807,0.00026569382,0.000057953785,0.00013846833,0.000055576704,0.0001806169,0.000007633234],"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":[0.00006476477,0.00029322243,0.00048560367,0.0027326078,0.00030098215,0.000020668707,0.0003802323,0.18259196,0.32038927,0.0022636326,0.219641,0.27083606],"study_design_scores_gemma":[0.00033863462,0.00022803308,0.00029556305,0.0015239414,0.000040225725,0.000017265098,0.0000011982224,0.0013145023,0.9571402,0.020714821,0.018122252,0.00026334196],"about_ca_topic_score_codex":0.0000028571087,"about_ca_topic_score_gemma":0.0000036656565,"teacher_disagreement_score":0.63675094,"about_ca_system_score_codex":0.00012300107,"about_ca_system_score_gemma":0.00002560491,"threshold_uncertainty_score":0.5035006},"labels":[],"label_agreement":null},{"id":"W2001756720","doi":"10.1016/j.cirp.2007.05.119","title":"Self-Calibration of On-Axis Rotary Encoders","year":2007,"lang":"en","type":"article","venue":"CIRP Annals","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Calibration; Encoder; Rotation (mathematics); Rotary encoder; Repeatability; Computer science; Screw axis; Computer vision; Physics; Engineering; Mathematics; Mechanical engineering","score_opus":0.031734341159634756,"score_gpt":0.2781400555602398,"score_spread":0.24640571440060505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001756720","genre_codex":"methods","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":[0.3118265,0.0012112,0.6067839,0.00019679483,0.00041351616,0.00037425233,0.000007016201,0.0015447595,0.07764203],"genre_scores_gemma":[0.9929871,0.0001309442,0.0065795607,0.00018019488,0.000056934437,0.0000055464393,0.000004445633,0.000013267943,0.000041982195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995319,0.0000075896974,0.00014601482,0.00007249013,0.00009548519,0.0001465034],"domain_scores_gemma":[0.99975926,0.000029433144,0.00002414373,0.00012037496,0.000030272795,0.00003649928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026973645,0.00007070628,0.00009975313,0.00010038957,0.000016316257,0.0000022207719,0.000059808768,0.00006542152,0.000023983883],"category_scores_gemma":[0.000021021526,0.000071432725,0.000036864763,0.00009159764,0.000016580803,0.000086166794,0.0000046795735,0.000073442505,0.0000042533334],"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":[0.0002782362,0.0005030248,0.024290474,0.0006069163,0.00054131553,0.000049663686,0.0022185692,0.015812948,0.713347,0.013117305,0.057793852,0.17144069],"study_design_scores_gemma":[0.00016964834,0.0001452166,0.0033449908,0.000026014019,0.000010027309,0.000001254471,0.000034755212,0.001999672,0.9702444,0.0022800332,0.021597829,0.00014613052],"about_ca_topic_score_codex":7.3737266e-7,"about_ca_topic_score_gemma":0.0000024083622,"teacher_disagreement_score":0.6811606,"about_ca_system_score_codex":0.00001232712,"about_ca_system_score_gemma":0.0000046687355,"threshold_uncertainty_score":0.29129422},"labels":[],"label_agreement":null},{"id":"W2002674878","doi":"10.1016/j.cirp.2013.03.015","title":"Six-axis position measurement system for levitated motion stages","year":2013,"lang":"en","type":"article","venue":"CIRP Annals","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Position (finance); Motion (physics); Physics; Engineering; Computer science; Mechanical engineering; Classical mechanics","score_opus":0.06074092662503983,"score_gpt":0.2683500046356955,"score_spread":0.2076090780106557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002674878","genre_codex":"methods","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":[0.12365245,0.0020819325,0.864191,0.00051365374,0.0006747423,0.0019545835,0.000030398916,0.0022817804,0.00461945],"genre_scores_gemma":[0.99708277,0.000042988002,0.0021457446,0.00006659038,0.00008456799,0.00044180872,0.000023387847,0.000026135429,0.00008601122],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921244,0.000024015893,0.00019859447,0.00013839653,0.0001802922,0.00024626093],"domain_scores_gemma":[0.99938536,0.000014870187,0.000039921193,0.00015365213,0.00034728344,0.00005888958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038229636,0.00012934573,0.00016106229,0.00009855935,0.000062673076,0.000025085948,0.00007361296,0.00008419248,0.000027539361],"category_scores_gemma":[0.000042966032,0.00012724049,0.000065082895,0.00007611714,0.000014098051,0.00022401751,0.0000061188084,0.000063338855,0.00005208163],"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":[0.000017784327,0.000042063377,0.00052448997,0.00050636544,0.00013119748,0.0000014174462,0.00009122396,0.0014407295,0.9242487,0.0007948899,0.0344835,0.03771766],"study_design_scores_gemma":[0.0006531674,0.00024488775,0.008658444,0.00023338903,0.000054943805,0.0000048666907,0.00013798833,0.0040622964,0.97256786,0.0017861851,0.011180369,0.00041560197],"about_ca_topic_score_codex":0.0000041333815,"about_ca_topic_score_gemma":0.0000023098808,"teacher_disagreement_score":0.8734303,"about_ca_system_score_codex":0.00011925208,"about_ca_system_score_gemma":0.0000047355506,"threshold_uncertainty_score":0.51887167},"labels":[],"label_agreement":null},{"id":"W2004002071","doi":"10.1117/12.480580","title":"Optical sampling-step and effective resolution bandwidth: a fundamental aspect of component testing","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Bandwidth (computing); Computer science; Optics; Sampling (signal processing); Optical filter; SIGNAL (programming language); Electronic engineering; Telecommunications; Physics; Detector","score_opus":0.024503856151842317,"score_gpt":0.23901248840704556,"score_spread":0.21450863225520325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004002071","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":[0.9945965,0.00039227252,0.000940835,0.00022988378,0.00014729657,0.0006131771,0.00002333619,0.00019414903,0.0028625587],"genre_scores_gemma":[0.7792864,0.0001182369,0.22024496,0.000016931242,0.00015330395,0.000113545524,0.0000030876029,0.000044679367,0.000018876708],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983357,2.2707923e-8,0.0005689117,0.00028413435,0.00045965213,0.0003515657],"domain_scores_gemma":[0.99870956,0.00024909366,0.00019881835,0.000046477584,0.0006956412,0.000100395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047756697,0.00028841614,0.0004376894,0.00012288764,0.000065656466,0.00003566711,0.00034903747,0.00017665033,0.00000708122],"category_scores_gemma":[0.0005345199,0.00025893372,0.00028567528,0.00025374984,0.00027044627,0.00032205592,0.00010379647,0.00032413358,5.335554e-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":[0.00006716943,0.00010570518,0.0014397714,0.0005816446,0.0003100994,9.4632426e-8,0.00013153465,0.00041801136,0.91006404,0.08463809,0.00058464095,0.0016591833],"study_design_scores_gemma":[0.003264914,0.0014984225,0.013305779,0.0012229538,0.00047175522,0.00006665669,0.0008870209,0.31290746,0.6604839,0.0023873164,0.0025948943,0.0009089132],"about_ca_topic_score_codex":0.0000035853814,"about_ca_topic_score_gemma":1.14759686e-7,"teacher_disagreement_score":0.31248945,"about_ca_system_score_codex":0.00018808935,"about_ca_system_score_gemma":0.000005425655,"threshold_uncertainty_score":0.9999863},"labels":[],"label_agreement":null},{"id":"W2006925451","doi":"10.1016/j.ymssp.2011.07.027","title":"Error analysis of a new cylindrical capacitive sensor (CCS) for measuring five-dimensional motions of a rotor","year":2011,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitive sensing; Rotor (electric); Acoustics; Control theory (sociology); Structural engineering; Engineering; Computer science; Mechanical engineering; Physics; Electrical engineering; Artificial intelligence","score_opus":0.07967738260054916,"score_gpt":0.26394888417429085,"score_spread":0.1842715015737417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006925451","genre_codex":"methods","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":[0.25197902,0.00064348354,0.7466933,0.0000042150214,0.000047293284,0.00035248464,0.000027679389,0.000093879884,0.00015866381],"genre_scores_gemma":[0.9807208,0.0000037967861,0.019118099,0.000004270289,0.000040250496,0.000049292816,0.0000049234454,0.000017282984,0.000041250794],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989667,0.000031492003,0.0004309723,0.00018873785,0.00018831209,0.00019381507],"domain_scores_gemma":[0.99946064,0.000053845262,0.0001271065,0.0000808773,0.00017318617,0.00010434976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034875254,0.00014083607,0.00051175035,0.00021041757,0.000059346643,0.000006742639,0.00006877254,0.00013865696,0.00001333784],"category_scores_gemma":[0.000039886996,0.000121220684,0.00012203039,0.00028744197,0.000038261693,0.00009574415,0.00001613366,0.00011300351,1.8369897e-7],"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":[0.00037137314,0.00027042557,0.0008945624,0.0016040441,0.0022076538,0.0000068258373,0.002150264,0.02169714,0.95110655,0.0056259492,0.000067635505,0.013997577],"study_design_scores_gemma":[0.0009491676,0.0004480281,0.0011255722,0.00047682837,0.0014570075,0.000010068019,0.00067419163,0.86177754,0.1313844,0.0012353407,0.000085782085,0.00037605123],"about_ca_topic_score_codex":0.000067832945,"about_ca_topic_score_gemma":0.0000124334065,"teacher_disagreement_score":0.84008044,"about_ca_system_score_codex":0.000028756203,"about_ca_system_score_gemma":0.000026741971,"threshold_uncertainty_score":0.4943236},"labels":[],"label_agreement":null},{"id":"W2009458683","doi":"10.1016/s0305-0548(02)00154-5","title":"A new filled function applied to global optimization","year":2003,"lang":"en","type":"article","venue":"Computers & Operations Research","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Global optimization; Function (biology); Mathematical optimization; Algorithm; Mathematics","score_opus":0.04476078327987872,"score_gpt":0.3278296607681466,"score_spread":0.2830688774882679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009458683","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":[0.001586093,0.00008771771,0.9817657,0.00011078272,0.00024889977,0.0004696642,0.0000013455141,0.0003453329,0.015384451],"genre_scores_gemma":[0.44147405,0.000028373895,0.5577601,0.0001105128,0.00010056026,0.00012818222,0.000022825112,0.000018598434,0.0003567744],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991397,0.00005595675,0.0001304924,0.00017653967,0.00022958238,0.00026770553],"domain_scores_gemma":[0.99949574,0.000021959695,0.0000029991706,0.00020061104,0.00014463582,0.00013407314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003256465,0.00008946281,0.000095013624,0.00017740615,0.00017833647,0.00007097457,0.00011815011,0.000063442945,0.00011892194],"category_scores_gemma":[0.00005328888,0.00009423054,0.00002023153,0.0007125482,0.000016553447,0.000107212894,0.000025405043,0.00014852977,0.000075419375],"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":[0.000009844589,0.000010674959,0.000026756237,0.0000033646368,0.000013659053,4.700303e-7,0.000041930376,0.95765364,0.0028265235,0.0108117005,0.017786967,0.01081447],"study_design_scores_gemma":[0.0021172143,0.00057941664,0.0007532233,0.000052652387,0.000028205388,0.000011941386,0.00017763895,0.81330496,0.024482168,0.002552394,0.15518358,0.0007566319],"about_ca_topic_score_codex":0.000007932713,"about_ca_topic_score_gemma":0.000031028143,"teacher_disagreement_score":0.43988797,"about_ca_system_score_codex":0.00019485239,"about_ca_system_score_gemma":0.00006530372,"threshold_uncertainty_score":0.38426098},"labels":[],"label_agreement":null},{"id":"W2009853478","doi":"10.2316/journal.206.2014.3.206-3915","title":"MECHATRONIC SYSTEM BASED ON THE MICRO-MACRO-KINEMATIC PRINCIPLE","year":2014,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workspace; Macro; Mechatronics; Kinematics; Computer science; Control engineering; Artificial intelligence; Simulation; Engineering; Robot; Physics; Programming language","score_opus":0.00866488459087403,"score_gpt":0.23425837765494406,"score_spread":0.22559349306407003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009853478","genre_codex":"methods","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":[0.06537178,0.0000686237,0.9319357,0.00093664706,0.00065645576,0.00007872112,0.0000011246051,0.000086591965,0.000864321],"genre_scores_gemma":[0.980751,0.000017830662,0.01899927,0.00008637096,0.00012554669,0.0000023455164,0.0000015210021,0.000008322222,0.000007811864],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994234,0.000028661463,0.00022621464,0.00003820953,0.0002193535,0.0000641932],"domain_scores_gemma":[0.99956083,0.000096241274,0.00012940094,0.00006122047,0.00013121683,0.000021072163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046695556,0.0000657188,0.0000926591,0.00010915496,0.000028217231,0.000030967218,0.00013041148,0.000030361827,0.0000046612995],"category_scores_gemma":[0.00006713992,0.000044459575,0.00003860179,0.000031463074,0.000013310284,0.00007142339,0.000008062268,0.000100699355,0.0000023507694],"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":[0.000018496708,0.000030805408,0.0004497102,0.0000755619,0.00010766189,0.0000043139,0.000056096193,0.9029812,0.020219805,0.068226986,0.00031908107,0.0075102327],"study_design_scores_gemma":[0.00032550027,0.00007877723,0.0009388553,0.00021684176,0.000022224956,0.000029258064,0.000019110521,0.9874784,0.008421343,0.001245386,0.0011621562,0.00006217172],"about_ca_topic_score_codex":1.8971917e-7,"about_ca_topic_score_gemma":3.5319476e-7,"teacher_disagreement_score":0.9153792,"about_ca_system_score_codex":0.000076966884,"about_ca_system_score_gemma":0.0000088327115,"threshold_uncertainty_score":0.18130088},"labels":[],"label_agreement":null},{"id":"W2009972531","doi":"10.1016/j.procir.2015.04.048","title":"The Coherent Point Drift Algorithm Adapted for Fixtureless Metrology of Non-rigid Parts","year":2015,"lang":"en","type":"article","venue":"Procedia CIRP","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"CAD; Metrology; Point (geometry); Rigid body; Dimensional metrology; Algorithm; Aerospace; Residual; Engineering; Transformation (genetics); Computer science; Engineering drawing; Mechanical engineering; Mathematics; Geometry","score_opus":0.023799397073495487,"score_gpt":0.25853121989980565,"score_spread":0.23473182282631017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009972531","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":[0.011177039,0.0035032106,0.97855914,0.0003374316,0.001118305,0.0012399979,0.000025650827,0.00056220754,0.0034770018],"genre_scores_gemma":[0.96812415,0.00013683386,0.030777702,0.000060932693,0.00018671148,0.000563803,0.000016169733,0.000040405746,0.00009330497],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912894,0.000013518526,0.00024727304,0.00014726404,0.00014856627,0.00031442742],"domain_scores_gemma":[0.9993224,0.000105195795,0.000071762704,0.00019714724,0.00021433178,0.000089166315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040172503,0.00015113395,0.00025044245,0.000061534774,0.00004729327,0.000007251799,0.00019072178,0.000121665435,0.0000033118313],"category_scores_gemma":[0.00015856513,0.000111830384,0.000064794396,0.000102100516,0.0000674628,0.00006668912,0.00002273733,0.00014221213,0.0000031627492],"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":[0.0008545496,0.00045089424,0.007018714,0.000814618,0.001498407,0.000015228271,0.0029691462,0.0051565333,0.07827493,0.010102682,0.18795027,0.704894],"study_design_scores_gemma":[0.0042926646,0.0014388034,0.0014295636,0.00007501515,0.00027722103,0.000021550784,0.0003892888,0.07468846,0.50602347,0.026308205,0.38422728,0.0008284708],"about_ca_topic_score_codex":0.0000025816544,"about_ca_topic_score_gemma":0.000014506877,"teacher_disagreement_score":0.9569471,"about_ca_system_score_codex":0.00004477417,"about_ca_system_score_gemma":0.000040428764,"threshold_uncertainty_score":0.45603108},"labels":[],"label_agreement":null},{"id":"W2010281143","doi":"10.1007/bf02427959","title":"Surface profiling using sequential sampling and inverse methods. Part II: Implementation and experimental results","year":2004,"lang":"en","type":"article","venue":"Experimental Mechanics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inverse; Inverse problem; Solid mechanics; Profiling (computer programming); Algorithm; Regularization (linguistics); Computer science; Sampling (signal processing); Sensitivity (control systems); Inverse method; Mathematics; Electronic engineering; Mathematical analysis; Applied mathematics; Geometry; Physics; Engineering; Artificial intelligence; Computer vision","score_opus":0.09442009701091325,"score_gpt":0.3943241665503387,"score_spread":0.29990406953942544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010281143","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":[0.8837005,0.002332088,0.11260853,0.0000119336455,0.0004703232,0.00042759365,0.000015604033,0.0003455413,0.00008788347],"genre_scores_gemma":[0.6437103,0.000064348045,0.35606703,0.00002843501,0.000052257175,0.000020291496,0.000020767784,0.000033745502,0.000002843219],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988215,0.000044370863,0.00032782022,0.00033377865,0.0001514589,0.00032109983],"domain_scores_gemma":[0.99963963,0.000016315531,0.00006752489,0.00014498801,0.000020475252,0.00011107775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036860546,0.0002497757,0.00021626381,0.0000752372,0.00024126597,0.00003375449,0.000065717184,0.00010679797,0.000013369753],"category_scores_gemma":[0.000010933828,0.0002811934,0.00003591259,0.00009603502,0.000037833044,0.0003357686,0.00012942113,0.00014646816,7.594051e-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":[0.000047316556,0.00003147286,0.000019002991,0.000011414811,0.000029769579,0.0000028207578,0.0011243034,0.002660041,0.9936251,0.0019978553,0.000007494356,0.00044340634],"study_design_scores_gemma":[0.0016003848,0.00022191851,0.0000013403488,0.0000295416,0.000020067491,0.000023919813,0.0046050265,0.005178198,0.9869246,0.0008069299,0.00031384837,0.00027421492],"about_ca_topic_score_codex":0.000029310142,"about_ca_topic_score_gemma":0.0000066642815,"teacher_disagreement_score":0.24345848,"about_ca_system_score_codex":0.00028125267,"about_ca_system_score_gemma":0.000019023606,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W2010671601","doi":"10.1061/(asce)0733-9453(2004)130:2(79)","title":"Two-Prism Surveying Probe","year":2004,"lang":"en","type":"article","venue":"Journal of Surveying Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Prism; Zenith; Total station; Optics; Geomatics; Point (geometry); Geodesy; Geology; Physics; Geometry; Geography; Remote sensing; Mathematics","score_opus":0.020159022005181878,"score_gpt":0.23686493501784164,"score_spread":0.21670591301265976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010671601","genre_codex":"methods","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":[0.3404072,0.0012779866,0.65652084,0.000024229394,0.0009150106,0.00007897414,8.398792e-7,0.0003743588,0.00040058323],"genre_scores_gemma":[0.9326939,0.00014996517,0.0668385,0.00001292427,0.00022874218,0.0000039931765,0.0000012208612,0.00006125629,0.000009517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879247,0.00002410656,0.00048738235,0.00009764179,0.00026463647,0.00033378755],"domain_scores_gemma":[0.999449,0.0000783087,0.00010856766,0.00014761534,0.00010129089,0.00011522115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014725368,0.00020256735,0.00033496483,0.00034821313,0.000037659982,0.000027837674,0.00021140698,0.000082255756,0.0000048095067],"category_scores_gemma":[0.0002050269,0.00019675393,0.00011825864,0.00026756464,0.000015229612,0.00038705493,0.000020474028,0.0005025424,0.0000036953438],"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":[0.0000153951,0.000030978637,0.0053664926,0.00009471977,0.00014782153,0.00009272799,0.00017225188,0.6513975,0.33680668,0.00029351277,0.000084385174,0.0054975185],"study_design_scores_gemma":[0.011247687,0.00083859445,0.13466555,0.002570072,0.00027875762,0.001734989,0.00020479214,0.019256448,0.8083111,0.004533849,0.013092789,0.0032653478],"about_ca_topic_score_codex":0.0000060082107,"about_ca_topic_score_gemma":0.000004013249,"teacher_disagreement_score":0.63214105,"about_ca_system_score_codex":0.00022285637,"about_ca_system_score_gemma":0.000032313867,"threshold_uncertainty_score":0.8023392},"labels":[],"label_agreement":null},{"id":"W2010790089","doi":"10.1109/isot.2010.5687377","title":"Tutorial B: Introduction to optical metrology","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Metrology; Computer science; Systems engineering; Engineering; Optics; Physics","score_opus":0.005622860152485103,"score_gpt":0.22802707410892262,"score_spread":0.2224042139564375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010790089","genre_codex":"methods","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":[0.39907464,0.000014242198,0.5385239,0.0020895614,0.011645243,0.00022076543,6.468114e-7,0.002282679,0.046148304],"genre_scores_gemma":[0.8874086,0.0000018742963,0.107985325,0.00010693403,0.0041806097,0.000028542721,0.0000019280824,0.0000142544,0.0002719392],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995856,0.0000038742774,0.00008409188,0.000107395404,0.000059738817,0.00015924608],"domain_scores_gemma":[0.99975264,0.000012057016,0.0000038954545,0.00014201597,0.000027063259,0.00006234914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013835312,0.00006640133,0.000086724496,0.00008745709,0.00001639413,0.000004916985,0.00006344111,0.000094042676,0.00023730898],"category_scores_gemma":[0.000096963384,0.000060397666,0.000019342162,0.00008466181,0.000018933717,0.000055177454,0.0000118235985,0.00020227188,0.000081280705],"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":[0.000013893962,0.00000782935,0.00015789832,0.0000016394267,0.000009413512,5.9520784e-7,0.000007658373,0.00023147407,0.9449184,0.024304802,0.021204155,0.009142221],"study_design_scores_gemma":[0.0001362988,0.00008156309,0.00047372514,2.3631449e-7,0.000008110259,0.0000060613465,0.0000028181787,0.00020177504,0.48371536,0.0013454375,0.5139282,0.000100428224],"about_ca_topic_score_codex":9.957855e-7,"about_ca_topic_score_gemma":0.00002569474,"teacher_disagreement_score":0.49272403,"about_ca_system_score_codex":0.000015168605,"about_ca_system_score_gemma":0.0000031358097,"threshold_uncertainty_score":0.2598367},"labels":[],"label_agreement":null},{"id":"W2011445060","doi":"10.1063/1.1791871","title":"Broadband precision wavelength meter based on a stepping Fabry–Pérot interferometer","year":2004,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":22,"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":"Fabry–Pérot interferometer; Interferometry; Optics; Wavelength; Metrology; Laser; Metre; Broadband; Materials science; Doppler effect; Optoelectronics; Physics","score_opus":0.024460064357451013,"score_gpt":0.26592479459895196,"score_spread":0.24146473024150095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011445060","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":[0.94750017,0.005694433,0.029914401,0.0001311503,0.0028166973,0.00200191,0.000036190806,0.00049011485,0.011414933],"genre_scores_gemma":[0.9853755,0.0020276185,0.012202416,0.0001987941,0.000018106939,0.00005068776,0.000020910868,0.000023832037,0.00008208835],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845046,0.000035997713,0.00046540782,0.0003051319,0.00046225917,0.0002807421],"domain_scores_gemma":[0.9992632,0.000019623098,0.00010018612,0.00045307272,0.00009232132,0.00007158192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008448682,0.00019981121,0.00035903841,0.00030418098,0.00007241984,0.000029384033,0.000265396,0.00006393468,0.00010561477],"category_scores_gemma":[0.000084512554,0.0001647444,0.0001362859,0.00042149602,0.000092256385,0.00020077472,0.00003753167,0.00016014985,0.000039549166],"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":[0.000022291882,0.00012091609,0.000188129,0.0033514418,0.0000503981,0.000002073462,0.000044737386,0.00010561501,0.040471114,0.00009002969,0.0005937931,0.95495945],"study_design_scores_gemma":[0.0028219102,0.0007388831,0.0005912569,0.054657817,0.00017844584,0.000009404386,0.000015637623,0.0047563375,0.88040215,0.0012769748,0.053709697,0.00084148574],"about_ca_topic_score_codex":7.895989e-7,"about_ca_topic_score_gemma":7.6145426e-7,"teacher_disagreement_score":0.95411795,"about_ca_system_score_codex":0.00015675098,"about_ca_system_score_gemma":0.000026594527,"threshold_uncertainty_score":0.6718082},"labels":[],"label_agreement":null},{"id":"W2011845771","doi":"10.1007/s00170-008-1615-1","title":"Stylus tip envelop method: corrected measured point determination in high definition coordinate metrology","year":2008,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Polytechnique Montréal","keywords":"Metrology; Dimensional metrology; Surface metrology; Point (geometry); Context (archaeology); Classification of discontinuities; Coordinate system; Engineering; Optics; Mathematics; Computer science; Algorithm; Engineering drawing; Mechanical engineering; Geometry; Physics; Mathematical analysis; Profilometer; Surface finish; Geology","score_opus":0.018744666041532975,"score_gpt":0.2514065086494078,"score_spread":0.2326618426078748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011845771","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":[0.78841,0.0003348859,0.20811334,0.0012892437,0.0010520297,0.00015629259,0.0000034355658,0.00030496315,0.00033581164],"genre_scores_gemma":[0.90088564,0.00077064865,0.09806989,0.00011420263,0.00007719557,0.000027032358,0.000005025688,0.0000302312,0.000020133824],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984389,0.00007915818,0.00064316735,0.00017192759,0.00036928014,0.00029756658],"domain_scores_gemma":[0.9988688,0.00020956373,0.0003523432,0.0002110984,0.00031969624,0.000038474376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006469594,0.00022028724,0.00038329646,0.0012723241,0.00006678734,0.000009224595,0.0007610539,0.00021881766,0.000025312425],"category_scores_gemma":[0.00037462663,0.00018212461,0.00008712404,0.00023749511,0.0001373743,0.00031087082,0.00008788792,0.0007618112,0.0000052399364],"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":[0.0012039652,0.00021699004,0.0031715517,0.000032326596,0.00056793995,0.0010497285,0.0004965964,0.06731476,0.59945637,0.0038663477,0.00053610484,0.32208732],"study_design_scores_gemma":[0.0016806198,0.00021036921,0.0067588557,0.000059560527,0.00002973866,0.0016657094,0.0000997152,0.0006866025,0.93262017,0.054156806,0.001817067,0.00021481447],"about_ca_topic_score_codex":0.000007757852,"about_ca_topic_score_gemma":0.000039429364,"teacher_disagreement_score":0.33316377,"about_ca_system_score_codex":0.00044775644,"about_ca_system_score_gemma":0.000037414797,"threshold_uncertainty_score":0.74268264},"labels":[],"label_agreement":null},{"id":"W2012874325","doi":"10.1007/s00138-003-0131-4","title":"A CAD-based 3D data acquisition strategy for inspection","year":2003,"lang":"en","type":"article","venue":"Machine Vision and Applications","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; University of Alberta; École de Technologie Supérieure","funders":"","keywords":"Computer science; Process (computing); Data acquisition; Orientation (vector space); Computer vision; Position (finance); Range (aeronautics); Artificial intelligence; CAD; Set (abstract data type); 3D reconstruction; Viewpoints; Laser scanning; Laser; Engineering drawing; Engineering; Mathematics; Geometry","score_opus":0.03340950953192519,"score_gpt":0.32205302611545633,"score_spread":0.28864351658353116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012874325","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":[0.0011648723,0.00050862663,0.9942986,0.00007363541,0.000024182867,0.00044384616,0.0000758235,0.00047521316,0.0029352496],"genre_scores_gemma":[0.97513807,0.00009228488,0.023964822,0.000080223326,0.000035737736,0.00031107973,0.00033041261,0.000015201963,0.000032154392],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961114,0.000008823632,0.00009809426,0.00015232392,0.000043719396,0.000085888896],"domain_scores_gemma":[0.9996544,0.000023207513,0.000017464521,0.00024787828,0.000022955963,0.000034095305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013510123,0.0000747942,0.000069345406,0.00006176361,0.00011319867,0.000014119097,0.00006495548,0.000043873915,0.000014171592],"category_scores_gemma":[0.000008439569,0.00006900204,0.000012342199,0.00009986946,0.000018794379,0.00008209111,0.0000076216074,0.000056493227,0.0000028108436],"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":[0.00006539268,0.0004418227,0.0021226811,0.00030388313,0.00007210367,6.417435e-7,0.000037625217,0.018461121,0.23386677,0.113506705,0.01726101,0.61386025],"study_design_scores_gemma":[0.0010424247,0.0001518349,0.0014536809,0.000015604124,0.00005060663,0.0000040797404,0.00001578017,0.2475531,0.019520987,0.007182898,0.7227308,0.0002782112],"about_ca_topic_score_codex":0.0000023933405,"about_ca_topic_score_gemma":0.000011586384,"teacher_disagreement_score":0.9739732,"about_ca_system_score_codex":0.0000149072375,"about_ca_system_score_gemma":0.0000064398896,"threshold_uncertainty_score":0.28138214},"labels":[],"label_agreement":null},{"id":"W2014349054","doi":"10.1108/ir-07-2012-387","title":"Characterization and experimental evaluation of gear transmission errors in an industrial robot","year":2013,"lang":"en","type":"article","venue":"Industrial Robot the international journal of robotics research and application","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Backlash; Robot; Industrial robot; Transmission (telecommunications); Computer science; Laser tracker; Interferometry; Fast Fourier transform; Measure (data warehouse); Simulation; Laser; Artificial intelligence; Algorithm; Optics","score_opus":0.17469281910452042,"score_gpt":0.39155934807454135,"score_spread":0.21686652897002093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014349054","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":[0.9494439,0.00021242231,0.048561797,0.0009119893,0.00017736039,0.0006394297,0.0000022208944,0.000012187475,0.00003869485],"genre_scores_gemma":[0.9983001,0.00017622323,0.0011060254,0.000008617148,0.0003226792,0.000047601705,0.00001916649,0.000012348995,0.000007288688],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982376,0.00016873161,0.00044838313,0.00011201174,0.0008884977,0.0001447732],"domain_scores_gemma":[0.99883765,0.00009090033,0.00015380786,0.00009532882,0.00073914987,0.0000831468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020845642,0.000093617564,0.00015297985,0.00032583284,0.000050465336,0.000058497713,0.00026201762,0.00015592488,0.000019704827],"category_scores_gemma":[0.00011227648,0.000073506155,0.000023187902,0.00018359956,0.000112218644,0.0004639198,0.00003403555,0.00048101644,7.0711695e-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":[0.00015291055,0.000104435116,0.0019773752,0.000002916284,0.00003374254,5.4500254e-7,0.00020170088,0.05690464,0.79868144,0.00021194408,0.00005522208,0.14167312],"study_design_scores_gemma":[0.006670739,0.0011625371,0.012792531,0.00026087492,0.00005966456,0.000042750675,0.00093442167,0.31445014,0.6575692,0.004853519,0.00090795895,0.00029561552],"about_ca_topic_score_codex":0.00003097289,"about_ca_topic_score_gemma":0.000006730842,"teacher_disagreement_score":0.2575455,"about_ca_system_score_codex":0.00015569032,"about_ca_system_score_gemma":0.000075232136,"threshold_uncertainty_score":0.2997494},"labels":[],"label_agreement":null},{"id":"W2016057008","doi":"10.1115/1.2798114","title":"Search-Guided Sampling to Reduce Uncertainty of Minimum Deviation Zone Estimation","year":2007,"lang":"en","type":"article","venue":"Journal of Computing and Information Science in Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":24,"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; University of Windsor; Ontario Tech University","funders":"","keywords":"Mathematical optimization; Probability density function; Computer science; Convergence (economics); Sampling (signal processing); Function (biology); Measurement uncertainty; Iterative method; Algorithm; Coordinate-measuring machine; Reduction (mathematics); Metrology; Probability distribution; Mathematics; Statistics; Engineering; Computer vision","score_opus":0.026940219647103726,"score_gpt":0.3168227601399464,"score_spread":0.2898825404928427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016057008","genre_codex":"methods","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":[0.4918877,0.00001448975,0.5078525,0.000010277812,0.00011612304,0.000033431977,1.0067739e-7,0.000018163852,0.00006720456],"genre_scores_gemma":[0.8485602,0.000014567347,0.15138718,0.000011616271,0.0000232096,2.0049711e-7,3.3234946e-7,0.00000244739,2.2744025e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896383,0.0000035605194,0.00056258705,0.00003549736,0.0002723547,0.00016213901],"domain_scores_gemma":[0.9994574,0.00007425227,0.00011373012,0.000047559628,0.00024242705,0.000064638356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028822888,0.00006038728,0.00012380566,0.00095172855,0.00003123917,0.000022981643,0.00010212735,0.000028692626,3.9559458e-7],"category_scores_gemma":[0.0003858132,0.000059074628,0.000015679094,0.0006736464,0.000024688547,0.0014596941,0.000017877657,0.00012813436,2.7636017e-7],"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":[0.000004829379,0.0000020103132,0.0004426763,0.0000376759,0.0000015259313,1.6450606e-7,0.0009646928,0.91316605,0.04031192,0.00013485069,0.000003378766,0.044930253],"study_design_scores_gemma":[0.00020580263,0.000055227025,0.019002387,0.00022004807,0.0000025113022,0.000022084409,0.00022969369,0.9052261,0.07476475,0.000018685989,0.00017787992,0.00007484808],"about_ca_topic_score_codex":0.0000017719397,"about_ca_topic_score_gemma":2.6758556e-7,"teacher_disagreement_score":0.35667253,"about_ca_system_score_codex":0.00012205622,"about_ca_system_score_gemma":0.000029881032,"threshold_uncertainty_score":0.24089934},"labels":[],"label_agreement":null},{"id":"W202022159","doi":"10.1007/978-1-4471-0777-4_34","title":"A Multiple Sensor, Geometrically Corrected Co-ordinate Measuring Machine System","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pentium; Modular design; Microcomputer; Computer science; Ethernet; Calibration; Compensation (psychology); Computer hardware; Mathematics; Parallel computing","score_opus":0.021324986904553242,"score_gpt":0.20572661266620285,"score_spread":0.1844016257616496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W202022159","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010276592,0.0019592936,0.04664768,0.0000060332527,0.0004226217,0.00057277223,0.00007206823,0.005817239,0.94439954],"genre_scores_gemma":[0.34942988,0.002575764,0.016228702,0.00011582969,0.0005318102,0.0001330687,0.00037873306,0.00082690077,0.6297793],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980825,0.000016855638,0.000555329,0.000438951,0.00042480015,0.0004815403],"domain_scores_gemma":[0.9990157,0.000112874695,0.00009869534,0.00048194968,0.000117370335,0.00017341209],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023013256,0.0006443527,0.00081191567,0.0008881332,0.000081926555,0.000025186286,0.00025905363,0.00062610256,0.0006674913],"category_scores_gemma":[0.000039886698,0.0006241759,0.00023003925,0.000114763985,0.000047934092,0.000080847174,0.000031559543,0.0007814985,0.00031763446],"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":[0.0009898294,0.00027515713,0.0032508664,0.0061732675,0.0072215614,0.0024169758,0.00028495034,0.022079384,0.049003452,0.04737917,0.051400878,0.80952454],"study_design_scores_gemma":[0.002032059,0.00024618625,0.00011613376,0.0009749033,0.0004020205,0.00020988868,0.000014199909,0.017331013,0.015882034,0.00077492,0.95938224,0.0026344305],"about_ca_topic_score_codex":0.000016009475,"about_ca_topic_score_gemma":0.000021242795,"teacher_disagreement_score":0.90798134,"about_ca_system_score_codex":0.0004339055,"about_ca_system_score_gemma":0.000018553787,"threshold_uncertainty_score":0.999621},"labels":[],"label_agreement":null},{"id":"W2020706375","doi":"10.1016/j.jmsy.2012.07.011","title":"Inspection of the machined surfaces using manufacturing data","year":2012,"lang":"en","type":"article","venue":"Journal of Manufacturing Systems","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Machining; CAD; Coordinate-measuring machine; Automated optical inspection; Process (computing); Automated X-ray inspection; Engineering drawing; Machine tool; Engineering; Surface (topology); Numerical control; Mechanical engineering; Computer science; Computer vision; Image processing; Mathematics; Geometry","score_opus":0.055434029491371314,"score_gpt":0.27100440503626283,"score_spread":0.2155703755448915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020706375","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":[0.9782029,0.0022356159,0.016054034,0.000011555585,0.0029544733,0.00013355326,0.0000062621457,0.000091993505,0.0003096164],"genre_scores_gemma":[0.99758494,0.000077911456,0.001804775,0.0000046942687,0.0004789104,7.6386567e-7,9.3875786e-7,0.000027216598,0.000019852738],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873596,0.0000764191,0.00054387725,0.00007699849,0.00032439845,0.00024236973],"domain_scores_gemma":[0.9990147,0.000048802634,0.0004210303,0.00041751668,0.000035193367,0.000062771236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010285468,0.00015100277,0.0003084223,0.00014812875,0.00007606133,0.00001842041,0.00048470468,0.00008441893,0.0000046540886],"category_scores_gemma":[0.00003199362,0.00010151226,0.00008202431,0.00004944567,0.000032757744,0.00063587097,0.00009041443,0.00031856864,8.4695216e-7],"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":[0.00012327728,0.00017140576,0.09131939,0.0015328785,0.0010522389,0.000012153958,0.0010017577,0.59063953,0.306639,0.00008702958,0.0023925796,0.005028789],"study_design_scores_gemma":[0.00028955034,0.000026083459,0.024679653,0.00026185773,0.00010142551,0.00021217909,0.00014652625,0.0030252612,0.9662708,0.000035594563,0.004802419,0.00014863884],"about_ca_topic_score_codex":0.000023380484,"about_ca_topic_score_gemma":0.0000031490392,"teacher_disagreement_score":0.65963185,"about_ca_system_score_codex":0.00013456395,"about_ca_system_score_gemma":0.000013012742,"threshold_uncertainty_score":0.413955},"labels":[],"label_agreement":null},{"id":"W2021442039","doi":"10.1088/0957-0233/22/12/125108","title":"Fastening tool tracking system using a Kalman filter and particle filter combination","year":2011,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":22,"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; University of Waterloo","funders":"","keywords":"Inertial measurement unit; Kalman filter; Particle filter; Position (finance); Tracking (education); Orientation (vector space); Computer science; Tracking system; Control theory (sociology); Extended Kalman filter; Angular velocity; Computer vision; Artificial intelligence; Physics; Mathematics","score_opus":0.07275922026388261,"score_gpt":0.23805434970375583,"score_spread":0.16529512943987323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021442039","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":[0.95351374,0.00043981674,0.043756306,0.000044365748,0.00012374422,0.00023649537,5.009028e-7,0.0007262281,0.001158777],"genre_scores_gemma":[0.99315673,0.000015771358,0.0067539583,0.000017567876,0.000010404506,0.000030610343,1.1265597e-7,0.00001199493,0.0000028502209],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987703,0.000012274493,0.00018897917,0.0002602816,0.00041571184,0.0003524439],"domain_scores_gemma":[0.99942255,0.000005112758,0.000041178046,0.000152382,0.00033114917,0.000047630358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013165931,0.00013161528,0.00015666442,0.00031932667,0.00022625357,0.000030084679,0.00014744296,0.00009035897,0.0000044016456],"category_scores_gemma":[0.00011179611,0.0001228097,0.000011891481,0.00050396135,0.00031111224,0.00041369002,0.0000598888,0.0001298427,0.0000016410354],"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":[0.000005886458,0.000021898668,0.02234988,0.000056424644,0.000014901007,0.0000060343264,0.0002021568,0.0000073913398,0.94357264,0.007171787,0.000015036692,0.026575984],"study_design_scores_gemma":[0.0005854811,0.00019061282,0.008845914,0.00015888645,0.00004709378,0.000051864612,0.0008136565,0.023576675,0.9629076,0.002139778,0.00035231677,0.00033012885],"about_ca_topic_score_codex":0.0000044969365,"about_ca_topic_score_gemma":0.0000058593464,"teacher_disagreement_score":0.039642967,"about_ca_system_score_codex":0.0002063833,"about_ca_system_score_gemma":0.00002474213,"threshold_uncertainty_score":0.5008034},"labels":[],"label_agreement":null},{"id":"W2021669929","doi":"10.1016/j.measurement.2014.09.050","title":"Discontinuity check of scanning in coordinate metrology","year":2014,"lang":"en","type":"article","venue":"Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Metrology; Discontinuity (linguistics); Computer science; Engineering drawing; Optics; Engineering; Physics; Mathematics; Mathematical analysis","score_opus":0.017327246142801917,"score_gpt":0.21472535348763205,"score_spread":0.19739810734483013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021669929","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":[0.67592597,0.0012568313,0.2936164,0.00013530035,0.00046099696,0.00038361535,0.000001774194,0.00035299113,0.027866092],"genre_scores_gemma":[0.9974491,0.000017461382,0.0023959181,0.000026988362,0.000030239009,0.00004079073,0.0000010585494,0.000018258319,0.000020169635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989732,0.000060119917,0.00029133577,0.00014360865,0.00026036066,0.0002713971],"domain_scores_gemma":[0.999621,0.000015334082,0.000048019683,0.00019801625,0.00007827486,0.000039361348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014968764,0.00013145989,0.00029232807,0.00017912092,0.000015630414,0.0000031304803,0.00013225609,0.000071065704,0.00001724463],"category_scores_gemma":[0.00013321788,0.00012773027,0.000047946723,0.00016048798,0.00004234656,0.000063829706,0.000020786107,0.00014947097,0.0000034627155],"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":[0.000049703278,0.00010303083,0.11947385,0.00015339743,0.00008547548,0.0000024458625,0.00023748794,0.005328785,0.8377994,0.0017706566,0.00078611454,0.034209657],"study_design_scores_gemma":[0.0017921465,0.0002752557,0.13487244,0.00015730223,0.000049801816,0.0000020905356,0.000059705333,0.00471681,0.8368289,0.0033214814,0.017492186,0.0004319172],"about_ca_topic_score_codex":0.000016753898,"about_ca_topic_score_gemma":0.00016279441,"teacher_disagreement_score":0.32152313,"about_ca_system_score_codex":0.00014205417,"about_ca_system_score_gemma":0.000009124478,"threshold_uncertainty_score":0.5208689},"labels":[],"label_agreement":null},{"id":"W2022123040","doi":"10.1088/0957-0233/23/2/025001","title":"A robust method for probe tip radius correction in coordinate metrology","year":2011,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":29,"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":"Deutsche Forschungsgemeinschaft; University of Cambridge","keywords":"Metrology; Dimensional metrology; Coordinate-measuring machine; RADIUS; Computer science; Coordinate system; Ball (mathematics); Process (computing); Point (geometry); Context (archaeology); Algorithm; Optics; Artificial intelligence; Physics; Mathematics; Geometry","score_opus":0.06758272625103089,"score_gpt":0.25650851184467355,"score_spread":0.18892578559364265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022123040","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":[0.014915761,0.000821769,0.9765625,0.0003008545,0.0007659334,0.000912132,0.0000010342296,0.00093836384,0.004781653],"genre_scores_gemma":[0.89307135,0.00006395386,0.10647746,0.000043074186,0.000013854974,0.00029111063,3.7172018e-7,0.00001639582,0.000022427112],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985323,0.000020833433,0.00023437978,0.00037880882,0.0003223387,0.0005113506],"domain_scores_gemma":[0.99919534,0.00001742614,0.000047888458,0.00021752417,0.0004692242,0.00005258203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034865455,0.00016363001,0.000252518,0.0012309179,0.00012291738,0.000009379107,0.00027543696,0.00018402428,0.000006960428],"category_scores_gemma":[0.0005850241,0.00015491988,0.00002149307,0.0012931551,0.00037972166,0.00020515823,0.00004402759,0.00021740602,0.0000018663737],"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":[0.000102198566,0.00015129837,0.015702926,0.00007142184,0.000048095066,0.000008361958,0.0003017301,0.00019258115,0.7135283,0.016386874,0.0011937246,0.25231254],"study_design_scores_gemma":[0.0017423974,0.001005871,0.0042889197,0.00006082327,0.000058359252,0.000063489715,0.00038225955,0.028418297,0.9175708,0.03406243,0.011806787,0.0005395262],"about_ca_topic_score_codex":0.000017552136,"about_ca_topic_score_gemma":0.00016320327,"teacher_disagreement_score":0.8781556,"about_ca_system_score_codex":0.00032956642,"about_ca_system_score_gemma":0.0000756496,"threshold_uncertainty_score":0.6317449},"labels":[],"label_agreement":null},{"id":"W2022539601","doi":"10.1088/0026-1394/44/1a/04001","title":"Final Report on SIM.L-K1 (SIM.4.2) Regional Comparison. Stage One: Calibration of gauge blocks by optical interferometry","year":2007,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"National Research Council Canada","funders":"","keywords":"Interferometry; Gauge (firearms); Calibration; Stage (stratigraphy); Physics; Optics; Materials science; Geology; Quantum mechanics","score_opus":0.050257330260733694,"score_gpt":0.2988230473279555,"score_spread":0.2485657170672218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022539601","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":[0.5277677,0.00046005409,0.46429202,0.00007611277,0.00021254619,0.00018528901,0.000014282847,0.00044438575,0.0065476196],"genre_scores_gemma":[0.9820436,0.000029401452,0.017132238,0.00014250902,0.00008306058,0.000015099772,0.00008695541,0.000030482819,0.00043665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819356,0.00003502764,0.00066730037,0.00030072842,0.00039432396,0.00040907215],"domain_scores_gemma":[0.99909925,0.00021048944,0.00015649128,0.00035393037,0.00007619984,0.000103639184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010217493,0.00023441139,0.00044941605,0.00034255374,0.000042960146,0.000010124508,0.00020851138,0.00029371126,0.00015940664],"category_scores_gemma":[0.00026360262,0.0002270855,0.000099585326,0.00033393997,0.00013806752,0.00010683999,0.000037038335,0.0004966169,0.000004494837],"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":[0.001982232,0.0015382395,0.18404809,0.0002769342,0.0006592035,0.0002937052,0.00013364431,0.0069263573,0.69795024,0.007883468,0.08332239,0.014985498],"study_design_scores_gemma":[0.001404612,0.0019865904,0.017404143,0.000059031332,0.000105590196,0.000031581647,0.000081171296,0.005458451,0.9431263,0.0007285303,0.029002566,0.0006114418],"about_ca_topic_score_codex":0.0000068872705,"about_ca_topic_score_gemma":0.000012060476,"teacher_disagreement_score":0.4542759,"about_ca_system_score_codex":0.00012823417,"about_ca_system_score_gemma":0.000015298227,"threshold_uncertainty_score":0.9260278},"labels":[],"label_agreement":null},{"id":"W2022819096","doi":"10.1016/j.cirp.2010.03.127","title":"On-axis self-calibration of angle encoders","year":2010,"lang":"en","type":"article","venue":"CIRP Annals","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Encoder; Rotary encoder; Comparator; Calibration; Computer science; Goniometer; Position (finance); Process (computing); Resolver; Optics; Engineering; Mathematics; Electrical engineering; Physics; Voltage; Telecommunications","score_opus":0.022043823309298258,"score_gpt":0.2629713161398917,"score_spread":0.24092749283059345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022819096","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":[0.8896892,0.00018442297,0.07190088,0.00018400651,0.0005602981,0.00020873058,0.000008418791,0.0010816387,0.03618242],"genre_scores_gemma":[0.9956944,0.00003847998,0.0040370757,0.00010792561,0.000044932603,0.0000114331215,0.0000038060728,0.000012227961,0.00004974532],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963725,0.0000068047348,0.00010231821,0.00006946515,0.00007585888,0.000108293025],"domain_scores_gemma":[0.9997464,0.000023192864,0.000021525186,0.00014445434,0.000032722488,0.000031700234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011855095,0.000064194326,0.00009071087,0.00006875763,0.000016613812,0.0000036269582,0.000066586595,0.00007419777,0.00006979649],"category_scores_gemma":[0.000040072457,0.00006304807,0.000033200933,0.00006844346,0.00002045988,0.00008732821,0.0000047497465,0.0001151874,0.0000057000184],"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":[0.000015430147,0.00008379045,0.0019442567,0.00005256759,0.00005671389,0.000002164949,0.00028357687,0.0011594013,0.95591897,0.009185063,0.020570174,0.010727911],"study_design_scores_gemma":[0.00015095533,0.00010327366,0.0011992123,0.00001157384,0.000008214989,0.000001046521,0.000011303083,0.0030218873,0.9707958,0.009516786,0.015052667,0.00012729564],"about_ca_topic_score_codex":6.924694e-7,"about_ca_topic_score_gemma":0.000004182042,"teacher_disagreement_score":0.10600519,"about_ca_system_score_codex":0.0000039619995,"about_ca_system_score_gemma":0.000005753922,"threshold_uncertainty_score":0.25710258},"labels":[],"label_agreement":null},{"id":"W2023337926","doi":"10.1007/s12541-014-0598-0","title":"Geometry design of vertical probe needle using mechanical testing and finite element analysis","year":2014,"lang":"en","type":"article","venue":"International Journal of Precision Engineering and Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Korea Institute for Advancement of Technology","keywords":"Wafer; Finite element method; Contact force; Stress (linguistics); Curvature; Contact analysis; Materials science; Contact mechanics; Contact area; Mechanical engineering; Structural engineering; Geometry; Engineering; Composite material; Optoelectronics; Physics; Mathematics; Classical mechanics","score_opus":0.02619004320884846,"score_gpt":0.2546179126199625,"score_spread":0.22842786941111407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023337926","genre_codex":"methods","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":[0.33157727,0.00012977656,0.6680771,0.0000066437,0.00014267734,0.000032394564,6.8113e-7,0.000026269745,0.0000071771974],"genre_scores_gemma":[0.82503426,0.000082624465,0.17479347,0.0000058193878,0.000070010385,0.0000010729809,3.7618005e-7,0.0000110264955,0.0000013616449],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909705,0.000018993318,0.00039875752,0.00009207345,0.00026971716,0.00012340397],"domain_scores_gemma":[0.99925405,0.00042651972,0.00007678402,0.000064170024,0.00010605735,0.00007241602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062042783,0.000114609546,0.00024815355,0.000567151,0.000017426206,0.000021848886,0.00012262887,0.00005705757,0.0000057900097],"category_scores_gemma":[0.00042146415,0.0001030168,0.000056105728,0.00009428436,0.000013637935,0.00014667546,0.00005032935,0.00016971034,1.0275752e-7],"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":[0.00002554239,0.0000115546145,0.0005461079,0.000020669224,0.00031864186,0.00000399699,0.000026080368,0.8929606,0.08642122,0.000048748865,0.00000274796,0.019614074],"study_design_scores_gemma":[0.0003192632,0.000094007184,0.0022742867,0.00011572956,0.00014825561,0.00003431691,0.000008732303,0.7659096,0.23052938,0.00033210617,0.00013327695,0.00010104403],"about_ca_topic_score_codex":0.0000020837301,"about_ca_topic_score_gemma":1.7489337e-7,"teacher_disagreement_score":0.493457,"about_ca_system_score_codex":0.000043326825,"about_ca_system_score_gemma":0.000005605479,"threshold_uncertainty_score":0.42009032},"labels":[],"label_agreement":null},{"id":"W2023370459","doi":"10.1016/j.jmapro.2011.11.006","title":"Probing system for measurement of micro-scale components","year":2011,"lang":"en","type":"article","venue":"Journal of Manufacturing Processes","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Materials science; Repeatability; Metrology; Scale (ratio); System of measurement; Nanotechnology; Optics; Physics","score_opus":0.05353092822205589,"score_gpt":0.228857600280626,"score_spread":0.1753266720585701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023370459","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":[0.8494544,0.001769104,0.14694293,0.0000098861055,0.0004643774,0.0003151168,0.000003614972,0.00015339332,0.00088719773],"genre_scores_gemma":[0.96918964,0.00007073791,0.030622898,0.0000036186887,0.00006691824,0.000013399968,4.0011054e-7,0.000024162568,0.000008228145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990339,0.000010202505,0.00046342038,0.00007317766,0.00024581034,0.00017347996],"domain_scores_gemma":[0.9991801,0.000021154556,0.00028931358,0.000086919536,0.00037355637,0.000048989154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049452187,0.00012889622,0.00029843795,0.0001613702,0.000033346718,0.000005988554,0.00019194534,0.00005646137,0.0000032367354],"category_scores_gemma":[0.00003303686,0.00010728735,0.0000796126,0.000044480854,0.000021452499,0.0001773619,0.000012353449,0.00011471035,4.6518554e-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":[0.0006271349,0.00030071352,0.0022039514,0.01970893,0.00066108676,0.000015443564,0.0023827674,0.0042493176,0.9627965,0.000015960164,0.00064837025,0.0063898247],"study_design_scores_gemma":[0.0004281178,0.000119834214,0.00068367366,0.0006180991,0.000067977744,0.0000313596,0.0001264219,0.0000059970616,0.9964119,0.0001400125,0.0012680559,0.00009852293],"about_ca_topic_score_codex":0.0000011253089,"about_ca_topic_score_gemma":0.0000027149883,"teacher_disagreement_score":0.119735256,"about_ca_system_score_codex":0.000101106314,"about_ca_system_score_gemma":0.0000314897,"threshold_uncertainty_score":0.4375051},"labels":[],"label_agreement":null},{"id":"W2024186791","doi":"10.1117/12.882702","title":"Artefacts for optical surface measurement","year":2011,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":12,"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 Research Council Canada","funders":"","keywords":"Computer science; Automotive industry; Object (grammar); Optics; Computer vision; Artificial intelligence; Engineering; Physics; Aerospace engineering","score_opus":0.03271994091329513,"score_gpt":0.23588584780644056,"score_spread":0.20316590689314543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024186791","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":[0.98827446,0.00021719217,0.002221269,0.00036129073,0.00038223993,0.0009188705,0.000028902203,0.0003658979,0.0072298883],"genre_scores_gemma":[0.6120747,0.00012652353,0.38700348,0.000057757552,0.00026615593,0.00028181574,0.0000051724014,0.00010219342,0.0000822625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99769205,8.984566e-9,0.00067989435,0.00035208857,0.0007247887,0.00055116805],"domain_scores_gemma":[0.997599,0.00008156038,0.00019096922,0.00007319557,0.0018991735,0.000156071],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009957041,0.00038277422,0.00047651943,0.00009182635,0.00007130267,0.000041248564,0.00077000284,0.0002556519,0.000012521048],"category_scores_gemma":[0.00050092133,0.00033503433,0.0006062505,0.00020971207,0.00018511356,0.00046123893,0.00008098026,0.00031166477,0.0000016316912],"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":[0.000114735536,0.00010759153,0.00024040043,0.00048835634,0.00050486886,6.257345e-8,0.00015894519,0.00019445352,0.7350283,0.2589252,0.0038229402,0.00041413156],"study_design_scores_gemma":[0.0012823003,0.0005114606,0.0007577914,0.00025981115,0.00025631164,0.000008524142,0.00045865003,0.013237208,0.97085613,0.0044954573,0.0073609464,0.0005154342],"about_ca_topic_score_codex":0.0000024214526,"about_ca_topic_score_gemma":2.4169796e-7,"teacher_disagreement_score":0.3847822,"about_ca_system_score_codex":0.0002482021,"about_ca_system_score_gemma":0.000025801342,"threshold_uncertainty_score":0.9999102},"labels":[],"label_agreement":null},{"id":"W2025647347","doi":"10.1117/12.386773","title":"&lt;title&gt;Methods for estimating beam parameters of superimposed Hermite-Gaussian modes&lt;/title&gt;","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","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":"McGill University","funders":"","keywords":"Hermite polynomials; Computation; Moment (physics); Gaussian; Beam (structure); Gaussian beam; Laser beam quality; M squared; Mathematics; Basis (linear algebra); Algorithm; Laser beams; Optics; Physics; Mathematical analysis; Laser; Geometry; Quantum mechanics","score_opus":0.017621275763052942,"score_gpt":0.2710219070421301,"score_spread":0.25340063127907714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025647347","genre_codex":"empirical","genre_gemma":"methods","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":[0.95838547,0.0002772861,0.007312689,0.00017694075,0.00027271447,0.0005187504,0.000035207842,0.00024764854,0.0327733],"genre_scores_gemma":[0.0906683,0.000093722454,0.90843916,0.000028118315,0.00016975515,0.000111063804,0.0000075504513,0.00006380973,0.0004185433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894005,1.9560485e-8,0.0004007259,0.00018328878,0.00022141296,0.0002544928],"domain_scores_gemma":[0.99937344,0.00009041775,0.000101508085,0.000047904825,0.0003259237,0.00006081544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038472988,0.00019854646,0.00030111946,0.000075096716,0.000032826127,0.000022181333,0.0003679809,0.00015891253,0.000064357424],"category_scores_gemma":[0.00020255339,0.00017820337,0.00033288123,0.00014016795,0.000107286076,0.00018166637,0.000027612998,0.0001617154,0.000002760673],"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":[0.000039287497,0.00004417138,0.000022830836,0.00046519778,0.0002690998,3.614659e-8,0.0000684041,0.0013884621,0.8910422,0.085473426,0.004598175,0.016588748],"study_design_scores_gemma":[0.0008656567,0.00030351718,0.00008201755,0.00033221114,0.00019576518,0.00000879119,0.000108092405,0.37675315,0.58088195,0.0037652345,0.036217187,0.00048641095],"about_ca_topic_score_codex":6.375705e-7,"about_ca_topic_score_gemma":2.2291351e-8,"teacher_disagreement_score":0.90112644,"about_ca_system_score_codex":0.00008081248,"about_ca_system_score_gemma":0.000012677388,"threshold_uncertainty_score":0.7266922},"labels":[],"label_agreement":null},{"id":"W2026819811","doi":"10.1109/indin.2014.6945531","title":"Algorithmic iterative sampling in coordinate metrology plan for coordinate metrology using dynamic uncertainty analysis","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Ontario Tech University","funders":"","keywords":"Metrology; Flatness (cosmology); Probability density function; Sampling (signal processing); Computer science; Probabilistic logic; Algorithm; Measurement uncertainty; Adaptive sampling; Uncertainty analysis; Mathematical optimization; Mathematics; Monte Carlo method; Statistics; Artificial intelligence; Computer vision; Simulation","score_opus":0.029227880387345966,"score_gpt":0.2996828118498526,"score_spread":0.27045493146250665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026819811","genre_codex":"methods","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":[0.2002906,0.00016928081,0.7980756,0.00006625333,0.0001811007,0.00035302204,0.000021945058,0.00036895284,0.00047320596],"genre_scores_gemma":[0.8947145,0.000022421755,0.104762,0.00014034164,0.000041750372,0.0001353292,0.000086684515,0.00004190649,0.000055112912],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998111,0.0001358391,0.00049768283,0.00045113455,0.000108388325,0.00069595367],"domain_scores_gemma":[0.99903506,0.00038686118,0.0000979929,0.0002842027,0.00011308825,0.00008279915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009362389,0.0003378514,0.0008585347,0.0013753173,0.00009369067,0.00001964092,0.00022736951,0.0002727342,0.000038012557],"category_scores_gemma":[0.00014342308,0.00032526263,0.00020436214,0.0009384506,0.00008644428,0.00015442955,0.000040508752,0.00030428992,0.0000024422309],"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":[0.00020140417,0.00005941407,0.0145217115,0.00006853645,0.0015759672,0.0000057240804,0.00016450272,0.9028787,0.06391451,0.0038277707,0.00005164854,0.01273012],"study_design_scores_gemma":[0.0011469368,0.00021755553,0.001466864,0.000008552848,0.0004300281,0.0000044647577,0.000058531903,0.9868902,0.0032427744,0.0047392156,0.0014379234,0.0003569465],"about_ca_topic_score_codex":0.00009843902,"about_ca_topic_score_gemma":0.0010813917,"teacher_disagreement_score":0.69442385,"about_ca_system_score_codex":0.0003229649,"about_ca_system_score_gemma":0.000014434022,"threshold_uncertainty_score":0.99991995},"labels":[],"label_agreement":null},{"id":"W2027532205","doi":"10.1115/imece2003-43036","title":"Control-Oriented Modeling of Thermal Deformation of Machine Tools Based on Inverse Solution of Time-Variant Thermal Loads With Delayed Response","year":2003,"lang":"en","type":"article","venue":"Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machining; Machine tool; Computer science; Transient (computer programming); Solver; Control theory (sociology); Transfer function; Heat transfer; Mechanical engineering; Engineering; Mechanics","score_opus":0.010539146623553326,"score_gpt":0.19983675034578155,"score_spread":0.18929760372222823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027532205","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":[0.6428135,0.000016377708,0.3564375,0.000005000794,0.000020882684,0.00015299732,0.000008369132,0.0000672929,0.0004780607],"genre_scores_gemma":[0.99304545,0.000002312647,0.0068831504,0.000015807529,0.0000053552867,0.000011367879,0.000010460513,0.000020364072,0.000005731083],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917495,0.0000707347,0.0003180929,0.0000962347,0.00016943402,0.00017056432],"domain_scores_gemma":[0.9995403,0.000055727895,0.00012452208,0.00019563625,0.000055103854,0.000028657138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005345545,0.0001417374,0.00023909955,0.00017656243,0.000026873486,0.0000025288605,0.00006666478,0.00007616234,0.000025865043],"category_scores_gemma":[0.00003648279,0.00011716543,0.000052841053,0.00006420501,0.000031553096,0.0001670153,0.000006177924,0.000118150114,9.0777326e-7],"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":[0.001568587,0.000021242866,0.00012324846,0.000036145786,0.000033276425,0.0000012238551,0.000061746454,0.6791387,0.31863394,0.00002266639,0.0000012278555,0.00035798512],"study_design_scores_gemma":[0.0009013024,0.00018682652,0.00032998863,0.000044303997,0.000024820954,8.8457665e-7,0.0000085388265,0.46651933,0.5318979,0.000011669978,0.000009775641,0.00006467573],"about_ca_topic_score_codex":0.00001849964,"about_ca_topic_score_gemma":0.000005452339,"teacher_disagreement_score":0.35023195,"about_ca_system_score_codex":0.00007235793,"about_ca_system_score_gemma":0.000022767765,"threshold_uncertainty_score":0.47778675},"labels":[],"label_agreement":null},{"id":"W2027868801","doi":"10.1016/j.aca.2015.03.006","title":"Procrustes rotation as a diagnostic tool for projection pursuit analysis","year":2015,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; Dalhousie University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Chemistry; Projection pursuit; Procrustes analysis; Projection (relational algebra); Rotation (mathematics); Artificial intelligence; Algorithm","score_opus":0.02610206512620227,"score_gpt":0.27906301275500384,"score_spread":0.25296094762880156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027868801","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":[0.81455374,0.000098047276,0.16205984,0.0013195646,0.00043027807,0.0032516904,0.00003184346,0.002709282,0.01554571],"genre_scores_gemma":[0.99097675,0.000044064716,0.008094671,0.00007415086,0.00009821136,0.00036080668,0.000067012545,0.000026435659,0.00025789667],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991248,0.00001681047,0.00021924952,0.00020553282,0.00018992717,0.00024365641],"domain_scores_gemma":[0.99935406,0.000162882,0.000049355127,0.00020223227,0.00015266461,0.00007877826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026756356,0.00015031674,0.00024119102,0.00033550063,0.000044157634,0.000035817447,0.00012676218,0.00009114675,0.000017507198],"category_scores_gemma":[0.0010772003,0.0001429935,0.00012975397,0.0006154184,0.000025000909,0.00021483803,0.000013606203,0.00009745614,0.000012581769],"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":[0.0016275113,0.001783543,0.18982679,0.0012684917,0.022731308,0.00003123225,0.0047460175,0.013573546,0.46534377,0.014758655,0.22955187,0.054757264],"study_design_scores_gemma":[0.005022675,0.0023496428,0.02857222,0.00014966527,0.015095802,0.000029321347,0.00077065086,0.5737396,0.24396962,0.035159677,0.092323884,0.002817252],"about_ca_topic_score_codex":0.000003833793,"about_ca_topic_score_gemma":0.000027661225,"teacher_disagreement_score":0.56016606,"about_ca_system_score_codex":0.000121260215,"about_ca_system_score_gemma":0.000036440848,"threshold_uncertainty_score":0.5831105},"labels":[],"label_agreement":null},{"id":"W2028365657","doi":"10.1007/s00170-014-6558-0","title":"Volumetric error formulation and mismatch test for five-axis CNC machine compensation using differential kinematics and ephemeral G-code","year":2014,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Kinematics; Cartesian coordinate system; Machine tool; Compensation (psychology); Position (finance); Computer science; Algorithm; Numerical control; Machining; Representation (politics); Simulation; Control theory (sociology); Artificial intelligence; Engineering; Mathematics; Mechanical engineering; Geometry","score_opus":0.016027931068684467,"score_gpt":0.26421341827099354,"score_spread":0.24818548720230907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028365657","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":[0.64072114,0.00014062248,0.3582956,0.00041524958,0.0002209686,0.00011910825,0.0000042756374,0.00007238485,0.000010671241],"genre_scores_gemma":[0.9137602,0.00013664734,0.085932255,0.000031174117,0.000097873475,0.000006605891,0.0000036096385,0.000019478273,0.0000121626335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921876,0.000010127152,0.00035394036,0.00010051163,0.00016844097,0.0001482454],"domain_scores_gemma":[0.99928087,0.0002047382,0.00023826973,0.00010442803,0.0001431083,0.000028588505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020565905,0.00013984174,0.00022083605,0.0004283917,0.00007592921,0.000022292103,0.0002417233,0.00009098567,0.000003605104],"category_scores_gemma":[0.00024952478,0.00010976726,0.000041102154,0.000052469044,0.00006255462,0.00019198106,0.00006139581,0.00021287135,1.558618e-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":[0.00031487472,0.000103722334,0.0045049265,0.00016393793,0.0003658882,0.000005347289,0.0002617731,0.06379816,0.7261457,0.0032630311,0.000096232005,0.2009764],"study_design_scores_gemma":[0.0026253834,0.0004575965,0.0068344446,0.00013698389,0.00012178256,0.00028000624,0.000087113556,0.23443879,0.6825934,0.070247844,0.0018857588,0.00029091162],"about_ca_topic_score_codex":0.0000024587787,"about_ca_topic_score_gemma":0.000010361837,"teacher_disagreement_score":0.27303907,"about_ca_system_score_codex":0.000078671444,"about_ca_system_score_gemma":0.000005165435,"threshold_uncertainty_score":0.4476179},"labels":[],"label_agreement":null},{"id":"W2030060731","doi":"10.4028/www.scientific.net/amm.232.639","title":"A Comprehensive Approach for Thermal Error Model Optimization for ANN-Based Real-Time Error Compensation in CNC Machine Tools","year":2012,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Université Laval; Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Process (computing); Machining; Taguchi methods; Artificial neural network; Thermal; Computer science; Numerical control; Machine tool; Control theory (sociology); Engineering; Control engineering; Control (management); Mechanical engineering; Artificial intelligence; Machine learning","score_opus":0.047938538890683266,"score_gpt":0.26122875790391137,"score_spread":0.2132902190132281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030060731","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":[0.042499103,0.00004749015,0.9550467,0.00001174051,0.00008841433,0.0017911564,0.00014872754,0.00019882429,0.00016783425],"genre_scores_gemma":[0.55657285,0.000018914614,0.4419762,0.0000523133,0.000038608003,0.0008449227,0.00045530588,0.000036444817,0.0000044305107],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920994,0.0000142766885,0.00025839004,0.00016312595,0.00006550912,0.00028876076],"domain_scores_gemma":[0.9996707,0.000047354726,0.00007084041,0.00011950685,0.000044128312,0.00004750276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037535036,0.00017923795,0.00030853995,0.00008507377,0.000052425345,0.000020891941,0.000059769805,0.00013875382,0.000009703462],"category_scores_gemma":[0.000009775042,0.00017527174,0.000027122476,0.00004455731,0.000007635743,0.00011492185,0.00001483053,0.000036497764,4.9229527e-7],"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":[0.00019567298,0.000038220256,7.0654414e-7,0.00016742597,0.000013687126,2.984299e-8,0.00006231078,0.20668437,0.77432746,0.01800424,0.000028970102,0.000476933],"study_design_scores_gemma":[0.0010910135,0.00004404459,0.000006262972,0.00000828093,0.0000317451,3.186502e-7,0.000020358259,0.8204607,0.1757981,0.00228778,0.00007345783,0.00017796272],"about_ca_topic_score_codex":0.0000020484476,"about_ca_topic_score_gemma":4.862025e-7,"teacher_disagreement_score":0.6137763,"about_ca_system_score_codex":0.000038831018,"about_ca_system_score_gemma":0.000009051325,"threshold_uncertainty_score":0.7147374},"labels":[],"label_agreement":null},{"id":"W2030890688","doi":"10.1016/s0007-8506(07)60067-5","title":"Feature-Based Alignment and Comparison between Portion and Whole of Free-Form Surfaces","year":2005,"lang":"en","type":"article","venue":"CIRP Annals","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Surface (topology); Feature (linguistics); Point (geometry); Process (computing); Free form; Artificial intelligence; Computer vision; Algorithm; Computer science; Engineering drawing; Mathematics; Geometry; Engineering","score_opus":0.039028651756750674,"score_gpt":0.2910541602155102,"score_spread":0.25202550845875954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030890688","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":[0.9812255,0.0034715629,0.013296532,0.0008808481,0.0000265558,0.0001374981,0.000020573243,0.00014841382,0.00079249934],"genre_scores_gemma":[0.99557036,0.00012697744,0.004129281,0.000056830453,0.000038347163,0.00000618577,0.000013594919,0.000009473288,0.000048935963],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995525,0.000008787554,0.00013101203,0.00008925603,0.00009330681,0.00012512086],"domain_scores_gemma":[0.9997484,0.000020159177,0.000045711,0.00011252811,0.000026347077,0.000046862508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019077171,0.00008686546,0.0001857964,0.00005824267,0.000024380724,0.000006715261,0.000046794325,0.00007016771,0.0000042575484],"category_scores_gemma":[0.000012954927,0.0000838231,0.000018175051,0.00004170164,0.000040631872,0.000088131565,0.000012218738,0.000068342146,7.0326627e-7],"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":[0.000047955247,0.00008900925,0.54190695,0.00030713886,0.00017871463,0.0000018227319,0.0004736436,0.0046345238,0.25207016,0.00026376956,0.05418674,0.14583956],"study_design_scores_gemma":[0.0005545036,0.0001498213,0.17757703,0.000061172024,0.000041353356,6.966138e-7,0.000033957986,0.0023972932,0.7529498,0.00081825536,0.06522014,0.00019596881],"about_ca_topic_score_codex":0.0000018079461,"about_ca_topic_score_gemma":0.000012882084,"teacher_disagreement_score":0.50087965,"about_ca_system_score_codex":0.000011108295,"about_ca_system_score_gemma":0.0000035236924,"threshold_uncertainty_score":0.3418207},"labels":[],"label_agreement":null},{"id":"W2032789564","doi":"10.1121/1.4783095","title":"Primary sinusoidal calibration of accelerometers.","year":2008,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"Shaker; Accelerometer; Calibration; Acceleration; Repeatability; Acoustics; Sensitivity (control systems); Vibration; Distortion (music); Transducer; System of measurement; Computer science; Physics; Electronic engineering; Engineering; Mathematics; Amplifier; Bandwidth (computing); Telecommunications","score_opus":0.018851963469005226,"score_gpt":0.22662657889363896,"score_spread":0.20777461542463374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032789564","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":[0.098716155,0.00037033018,0.9002074,0.00025936886,0.0000996784,0.000071559,0.000002469575,0.000024069266,0.0002489677],"genre_scores_gemma":[0.89624333,0.0007146485,0.10270597,0.0002403065,0.000068110254,5.29329e-7,2.1970442e-7,0.000010772466,0.000016079428],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992096,0.000048615584,0.00031527737,0.00003189294,0.0002788208,0.000115806935],"domain_scores_gemma":[0.99934906,0.00017845411,0.00021510589,0.00014822686,0.00007874424,0.000030406993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024569768,0.00007841127,0.00023458195,0.000016336737,0.000052777337,0.0000013494077,0.00030115235,0.000051370702,0.00001374295],"category_scores_gemma":[0.00004987586,0.000042915446,0.00023068752,0.00016119833,0.00041371703,0.000088968736,0.000041249645,0.00025529723,2.0585469e-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":[0.000121483754,0.000097236225,0.0013346719,0.00010723784,0.0002347402,6.4847234e-7,0.000719118,0.0726083,0.8899433,0.000002305835,0.027575202,0.0072557814],"study_design_scores_gemma":[0.002215543,0.0018226247,0.031291086,0.00034562225,0.0010417616,0.00037334923,0.001477122,0.30065778,0.65278095,0.0027001635,0.004700212,0.0005938163],"about_ca_topic_score_codex":0.000002651457,"about_ca_topic_score_gemma":6.500771e-8,"teacher_disagreement_score":0.7975272,"about_ca_system_score_codex":0.00004309855,"about_ca_system_score_gemma":0.00003416147,"threshold_uncertainty_score":0.17500411},"labels":[],"label_agreement":null},{"id":"W2033576297","doi":"10.1177/0142331210377350","title":"Robot manipulator calibration using neural network and a camera-based measurement system","year":2010,"lang":"en","type":"article","venue":"Transactions of the Institute of Measurement and Control","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":70,"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":"Artificial neural network; Calibration; Position (finance); Artificial intelligence; Computer vision; Computer science; Set (abstract data type); Robot; Camera resectioning; Bilinear interpolation; Robot calibration; Robotic arm; Algorithm; Control theory (sociology); Robot kinematics; Mathematics; Mobile robot; Control (management)","score_opus":0.027744260082851666,"score_gpt":0.2101042254797129,"score_spread":0.18235996539686125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033576297","genre_codex":"methods","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":[0.24066974,0.0008398331,0.7566096,0.00010187733,0.0009822112,0.00059022853,0.000006330083,0.00012765049,0.00007250443],"genre_scores_gemma":[0.99588805,0.000009252273,0.0039820457,0.000019353072,0.000053796237,0.000029935773,3.980038e-7,0.000015700929,0.0000014551031],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989039,0.000036411027,0.0003280979,0.00012927242,0.0004367904,0.00016557467],"domain_scores_gemma":[0.99943584,0.000009145789,0.00009955301,0.00021800386,0.00018298761,0.000054461496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006088378,0.00016371666,0.00027020008,0.00006973747,0.00014689834,0.0000115533185,0.00010855993,0.00008852078,0.0000028092297],"category_scores_gemma":[0.000013984506,0.00013150787,0.0000818371,0.00010862637,0.00013400757,0.00017231671,0.0000032987798,0.0001984221,5.0467218e-8],"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":[0.00007816776,0.000030281306,0.0013867598,0.00022015255,0.00013926698,3.5659042e-7,0.000022857845,0.30718577,0.68775976,0.00027189497,0.0000072598286,0.0028974533],"study_design_scores_gemma":[0.004051238,0.00016845876,0.0056506842,0.00050098903,0.0009917022,0.000019490759,0.00004704783,0.724511,0.26294428,0.00015256992,0.00053814176,0.00042440035],"about_ca_topic_score_codex":0.000056049656,"about_ca_topic_score_gemma":0.00038230888,"teacher_disagreement_score":0.7552183,"about_ca_system_score_codex":0.00006348576,"about_ca_system_score_gemma":0.00004876841,"threshold_uncertainty_score":0.53627354},"labels":[],"label_agreement":null},{"id":"W2034239315","doi":"10.4271/2013-01-2172","title":"Aerospace Panels Fixtureless Inspection Methods with Restraining Force Requirements; A Technology Review","year":2013,"lang":"en","type":"review","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada); École de Technologie Supérieure; Université de Sherbrooke","funders":"","keywords":"Aerospace; Fixture; Finite element method; Computer science; Engineering; Mechanical engineering; Structural engineering; Process (computing); Aerospace engineering","score_opus":0.05546232573746532,"score_gpt":0.3535139524842822,"score_spread":0.29805162674681684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034239315","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":[0.000040308838,0.9538278,0.0001954782,0.0006836507,0.0003947047,0.005451706,0.000047884052,0.016394353,0.022964094],"genre_scores_gemma":[0.004035166,0.91608894,0.07192582,0.00060526916,0.00021671834,0.0058415886,0.00015043771,0.00060386467,0.00053222117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917305,0.00051314564,0.0025503202,0.0021830553,0.0011183241,0.0019046335],"domain_scores_gemma":[0.99477875,0.000596961,0.0008830961,0.0029881822,0.00026751604,0.0004855095],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0017797864,0.0025089514,0.0055475445,0.0009768114,0.0004556004,0.00010789693,0.002079347,0.0034513709,0.000259162],"category_scores_gemma":[0.0010858652,0.0019339061,0.0011200953,0.0029253457,0.0015047041,0.0007337161,0.00050587783,0.005077327,0.00011733982],"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":[0.000059752376,0.0001876211,0.0000037449793,0.015534236,0.00050229096,0.0000918685,0.000009940614,0.0000070078613,0.26855946,0.004843686,0.005734646,0.70446575],"study_design_scores_gemma":[0.00046194973,0.0016102084,0.0021304353,0.045503747,0.0015261314,0.00052661804,0.000032266802,3.6309192e-8,0.000088877,0.001202319,0.9448799,0.0020375212],"about_ca_topic_score_codex":0.0000077923605,"about_ca_topic_score_gemma":0.003191931,"teacher_disagreement_score":0.93914527,"about_ca_system_score_codex":0.0011932261,"about_ca_system_score_gemma":0.00022062873,"threshold_uncertainty_score":0.9987647},"labels":[],"label_agreement":null},{"id":"W2034684066","doi":"10.1115/1.1831285","title":"Determination of Geometry-Based Errors for Interpolated Tool Paths in Five-Axis Surface Machining","year":2005,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":37,"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":"Machining; Machine tool; Surface (topology); Kinematics; Geometry; Computation; Numerical control; Computer science; Algorithm; Inverse; Software; Mathematics; Mechanical engineering; Engineering","score_opus":0.010096291303315835,"score_gpt":0.2405386699477813,"score_spread":0.23044237864446548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034684066","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":[0.8562627,0.00015971684,0.14330941,0.000023628594,0.00012480482,0.00006930688,0.0000010355541,0.000033250362,0.000016158807],"genre_scores_gemma":[0.91422415,0.000027899732,0.08569795,0.000009019728,0.000026142901,0.0000017064189,2.2756788e-7,0.000010392158,0.0000025097897],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916893,0.0000041939666,0.0003317915,0.00008615745,0.00020060077,0.00020830253],"domain_scores_gemma":[0.999647,0.00007138429,0.000091543036,0.0000662445,0.00007856071,0.000045267163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010159083,0.00010258357,0.00018819406,0.0005579916,0.000028682158,0.00001575022,0.00014776833,0.000045724428,0.0000017989494],"category_scores_gemma":[0.0001648524,0.00009625643,0.000038252776,0.00018175915,0.00003722894,0.0004676788,0.000013392488,0.00016653935,9.2318494e-8],"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":[0.000022556145,0.00001320244,0.0007601148,0.000118619086,0.0000068785184,0.000002830961,0.00025835165,0.68776554,0.2633735,0.000009923824,0.0000055637274,0.04766295],"study_design_scores_gemma":[0.0003785371,0.00009164211,0.005413048,0.00014951442,0.000007982328,0.0000095688665,0.000029935009,0.35233098,0.64117527,0.000025246976,0.00028448895,0.00010381914],"about_ca_topic_score_codex":0.0000015904811,"about_ca_topic_score_gemma":0.0000022131935,"teacher_disagreement_score":0.37780175,"about_ca_system_score_codex":0.00013309467,"about_ca_system_score_gemma":0.000024195177,"threshold_uncertainty_score":0.39252234},"labels":[],"label_agreement":null},{"id":"W2034829479","doi":"10.1061/(asce)0733-9453(2005)131:4(103)","title":"Hidden Point Bar Method for High-Precision Industrial Surveys","year":2005,"lang":"en","type":"article","venue":"Journal of Surveying Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"National Research Council Canada; National Science Council","keywords":"Bar (unit); Point (geometry); Calibration; Field (mathematics); Orientation (vector space); Set (abstract data type); Point bar; Computer science; Artificial intelligence; Mathematics; Geometry; Physics; Statistics; Geology","score_opus":0.046436690282157106,"score_gpt":0.2857669751489439,"score_spread":0.23933028486678679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034829479","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":[0.079121776,0.00047811694,0.9187671,0.00007737637,0.0011276328,0.0001526581,0.000007521097,0.00021047375,0.000057348705],"genre_scores_gemma":[0.64375734,0.00006964963,0.3551633,0.000010882386,0.0009101227,0.000008357071,0.0000035635492,0.000055511053,0.000021246251],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986257,0.00010425015,0.00060006464,0.000114133996,0.00024600487,0.00030982308],"domain_scores_gemma":[0.99890184,0.00053060765,0.00013281658,0.00014657745,0.00017722302,0.000110929504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005873212,0.00020139369,0.00041956626,0.0003496432,0.000035976136,0.0000263198,0.00021936088,0.00017282995,0.00001981368],"category_scores_gemma":[0.000703105,0.00018996776,0.00014007346,0.00016713765,0.0000073121596,0.00039620788,0.00002159313,0.0004401618,0.000002236769],"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":[0.00008155741,0.000046011894,0.0016358502,0.000078528865,0.0002916161,0.000012577927,0.00011443855,0.4438889,0.19169343,0.00023587725,0.004799542,0.35712168],"study_design_scores_gemma":[0.009577675,0.0011120334,0.028638834,0.00089327793,0.00032678022,0.00027754751,0.00007817054,0.17391703,0.7100142,0.001339751,0.07180318,0.002021506],"about_ca_topic_score_codex":0.0000036684091,"about_ca_topic_score_gemma":0.0000038778303,"teacher_disagreement_score":0.5646356,"about_ca_system_score_codex":0.00019734235,"about_ca_system_score_gemma":0.00002322479,"threshold_uncertainty_score":0.774666},"labels":[],"label_agreement":null},{"id":"W2035512126","doi":"10.1117/12.2022775","title":"Optomechanical tolerancing and lens alignment using elastomeric lens mount to efficiently meet optical requirements","year":2013,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","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":"Institut National d'Optique","funders":"","keywords":"Lens (geology); Computer science; Manufacturing cost; Component (thermodynamics); Monte Carlo method; Tolerance analysis; Elastomer; Optics; Mechanical engineering; Materials science; Engineering; Physics; Engineering drawing","score_opus":0.01945018796391575,"score_gpt":0.24729142073081675,"score_spread":0.227841232766901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035512126","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":[0.99443245,0.000116262905,0.0023080108,0.0006373249,0.0002803542,0.00091838,0.000013591726,0.00022493282,0.0010686895],"genre_scores_gemma":[0.77275366,0.00008616967,0.22649062,0.00014530626,0.00019974538,0.00022151989,0.00000243675,0.00007629405,0.000024231987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99755555,2.4534234e-8,0.00071816443,0.00041870627,0.0007049175,0.00060262746],"domain_scores_gemma":[0.99867326,0.000077821845,0.00015705089,0.00007201062,0.00083558366,0.00018425213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005437012,0.0003918706,0.0005023872,0.00017081997,0.0000886729,0.00009304126,0.00053426286,0.0002051378,0.0000115305675],"category_scores_gemma":[0.00025057938,0.0003491,0.00030897898,0.00032491196,0.00014474831,0.00069763424,0.00019466665,0.00027115003,0.0000022972129],"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":[0.00003342326,0.0000679526,0.00024024207,0.00025741372,0.00027028346,9.529863e-8,0.0001215499,0.0020525807,0.90052724,0.09534308,0.00076312694,0.00032302737],"study_design_scores_gemma":[0.0016116286,0.00074164226,0.0009464436,0.000648221,0.0002913712,0.00003451671,0.00095140206,0.16519378,0.8244401,0.0010357987,0.0032154652,0.0008895783],"about_ca_topic_score_codex":0.0000068585373,"about_ca_topic_score_gemma":1.2530683e-7,"teacher_disagreement_score":0.2241826,"about_ca_system_score_codex":0.00043894968,"about_ca_system_score_gemma":0.0000153313,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W2036943315","doi":"10.1117/12.618611","title":"Bootstrap calibration of an autocollimator, index table and sine bar ensemble for angle metrology","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Bar (unit); Sine; Calibration; Metrology; Mathematics; Physics; Optics; Geometry; Statistics","score_opus":0.015280712092634593,"score_gpt":0.24521104008281963,"score_spread":0.22993032799018503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036943315","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":[0.9927895,0.00019763192,0.0047517135,0.0004847615,0.00009420891,0.00082682027,0.000045588855,0.0001737496,0.0006360392],"genre_scores_gemma":[0.748761,0.00008300343,0.25042924,0.00004947578,0.000230948,0.00032720828,0.0000118297285,0.00005584402,0.000051479263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985717,1.7251654e-8,0.0005525858,0.00025242945,0.0002964508,0.00032683884],"domain_scores_gemma":[0.99882674,0.00008117268,0.0002006855,0.000049352555,0.00074961263,0.00009245322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004979011,0.00024521124,0.00040897285,0.00012682505,0.000050627787,0.00003197184,0.0003647331,0.0002273976,0.0000065730933],"category_scores_gemma":[0.0002023682,0.00022419973,0.00022032925,0.00018620776,0.00014726243,0.0007229296,0.00004891538,0.00018095826,1.0810664e-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":[0.00011029131,0.00008630875,0.00048141804,0.0004526141,0.00023770085,2.2113925e-8,0.000084117506,0.0017488651,0.8386681,0.15627134,0.0010464005,0.00081279484],"study_design_scores_gemma":[0.001359339,0.00059659657,0.00051288947,0.00009218369,0.00013071545,0.000008583223,0.00026176,0.29774415,0.6913727,0.0025611143,0.0050810724,0.0002788851],"about_ca_topic_score_codex":0.0000031363006,"about_ca_topic_score_gemma":5.5180453e-7,"teacher_disagreement_score":0.2959953,"about_ca_system_score_codex":0.000096110096,"about_ca_system_score_gemma":0.000018409812,"threshold_uncertainty_score":0.91425997},"labels":[],"label_agreement":null},{"id":"W2037167477","doi":"10.1364/ao.42.005670","title":"Increasing the range of unambiguity in step-height measurement with multiple-wavelength interferometry—application to absolute long gauge block measurement","year":2003,"lang":"en","type":"article","venue":"Applied Optics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Interferometry; Optics; Wavelength; Calibration; Physics; Measurement uncertainty; Interference (communication); Context (archaeology); Length measurement; Range (aeronautics); Materials science; Telecommunications; Computer science; Geology","score_opus":0.021705779296056247,"score_gpt":0.21817210432779519,"score_spread":0.19646632503173894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037167477","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":[0.5745241,0.00042447113,0.4142377,0.00004882534,0.0000877526,0.00189691,0.0000056518975,0.00026036968,0.008514211],"genre_scores_gemma":[0.96735734,0.000059728027,0.03214364,0.00005501004,0.000023734925,0.00030078614,0.0000023874352,0.000053899606,0.0000034943234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979484,0.000065882436,0.00048651508,0.00030013287,0.00077426346,0.00042480908],"domain_scores_gemma":[0.99892753,0.000068391324,0.00010703712,0.0005349802,0.0002630327,0.00009901504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021312353,0.0002955177,0.00035846495,0.00022509493,0.00006796559,0.000016076361,0.00025930142,0.000115254625,0.0000037820207],"category_scores_gemma":[0.00015668845,0.00023412517,0.000045758497,0.00058473356,0.00006377409,0.00005671004,0.000037691694,0.00030216077,0.0000056777412],"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":[0.0014704298,0.0011956342,0.063177265,0.000737409,0.0009818557,0.000015907108,0.0018410864,0.047453288,0.80745906,0.027355112,0.00046461125,0.047848362],"study_design_scores_gemma":[0.007830949,0.0007118979,0.13938734,0.00071289326,0.00047155505,0.000041734496,0.00081295817,0.009558943,0.8278212,0.0013193216,0.00924308,0.0020881519],"about_ca_topic_score_codex":0.000033866527,"about_ca_topic_score_gemma":0.00072599866,"teacher_disagreement_score":0.39283323,"about_ca_system_score_codex":0.00051395514,"about_ca_system_score_gemma":0.000041813284,"threshold_uncertainty_score":0.9547347},"labels":[],"label_agreement":null},{"id":"W2037513232","doi":"10.1016/s0278-6125(08)00005-8","title":"A roundness evaluation algorithm with reduced fitting uncertainty of CMM measurement data","year":2006,"lang":"en","type":"article","venue":"Journal of Manufacturing Systems","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Roundness (object); Algorithm; Computer science; Measurement uncertainty; Engineering; Engineering drawing; Industrial engineering; Mathematics; Mechanical engineering; Statistics","score_opus":0.052560344834867205,"score_gpt":0.26297639577416876,"score_spread":0.21041605093930155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037513232","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":[0.7043048,0.0031296548,0.28996497,0.000029419407,0.0010837975,0.0005118092,0.000011386355,0.00012171592,0.0008424061],"genre_scores_gemma":[0.9922161,0.000022951644,0.007319578,0.000002231384,0.00038065723,0.000009042309,0.000008884862,0.000025851832,0.000014713725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99780893,0.0000979733,0.0006997451,0.00013564857,0.0010573674,0.00020032827],"domain_scores_gemma":[0.99859095,0.00003797761,0.0005201719,0.00035605227,0.00045220496,0.00004262657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033764115,0.00016405691,0.000378624,0.0001952098,0.00003751861,0.000027940025,0.00031851768,0.00007181224,0.000003834735],"category_scores_gemma":[0.000051734598,0.00012584924,0.000048037993,0.0000756749,0.00002372609,0.000340081,0.000025539815,0.00020936686,4.38333e-7],"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":[0.000116381576,0.00011770391,0.00067766063,0.00060593284,0.0005455413,0.00002565215,0.00015508321,0.8706192,0.075864576,0.000022917635,0.0018381458,0.04941122],"study_design_scores_gemma":[0.004035554,0.00059764023,0.0073457235,0.002784726,0.0007794621,0.00046260422,0.0006770616,0.119542986,0.85434794,0.0005264136,0.008187196,0.0007126617],"about_ca_topic_score_codex":0.00006467816,"about_ca_topic_score_gemma":0.000020343034,"teacher_disagreement_score":0.7784834,"about_ca_system_score_codex":0.00036019698,"about_ca_system_score_gemma":0.000073422656,"threshold_uncertainty_score":0.5131983},"labels":[],"label_agreement":null},{"id":"W2039856164","doi":"10.1117/12.559487","title":"Design of zoom lenses used to test optical surfaces having a large radius of curvature","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"National Research Council Canada","funders":"","keywords":"Radius of curvature; Optics; Curvature; Zoom; RADIUS; Interferometry; Zoom lens; Computer science; Physics; Geometry; Mathematics; Lens (geology); Mean curvature","score_opus":0.019506574789608485,"score_gpt":0.2422314194170463,"score_spread":0.2227248446274378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039856164","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":[0.9914295,0.00026980185,0.0062925117,0.000495391,0.00015574646,0.0006808025,0.000050888582,0.00019483911,0.0004304925],"genre_scores_gemma":[0.7062457,0.000084626925,0.29339224,0.000023966275,0.00009615977,0.00007535267,0.000003385055,0.000058080946,0.00002050239],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978026,2.2465503e-8,0.0007820391,0.0003043835,0.00064811774,0.0004628514],"domain_scores_gemma":[0.9980814,0.00022937963,0.00026000824,0.00007519047,0.0012270733,0.00012698643],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007354887,0.0003516784,0.0006194979,0.00016987046,0.00004608116,0.00002921057,0.00074471394,0.00026714068,0.000005806755],"category_scores_gemma":[0.0009675648,0.00031084951,0.0004044456,0.00042291672,0.0001651379,0.00040984858,0.00011085951,0.00035251965,6.136254e-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":[0.00007359916,0.00019823923,0.0007268838,0.0005752849,0.0003273022,1.4668615e-7,0.00033589973,0.008096244,0.90574634,0.08338713,0.00043140817,0.0001014979],"study_design_scores_gemma":[0.0012122554,0.00074977183,0.00076002185,0.0005776158,0.00016889673,0.000008569276,0.00045119517,0.007889507,0.98598194,0.0013480817,0.0005284926,0.0003236354],"about_ca_topic_score_codex":0.000004157023,"about_ca_topic_score_gemma":3.6058722e-7,"teacher_disagreement_score":0.28709972,"about_ca_system_score_codex":0.00016851097,"about_ca_system_score_gemma":0.000035429308,"threshold_uncertainty_score":0.9999344},"labels":[],"label_agreement":null},{"id":"W2041163699","doi":"10.1016/j.measurement.2013.04.025","title":"Prediction of surface reconstruction uncertainties for freeform surface inspection","year":2013,"lang":"en","type":"article","venue":"Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Surface (topology); Surface reconstruction; Spline (mechanical); B-spline; Mathematics; Computer science; Algorithm; Geometry; Engineering; Mathematical analysis; Mechanical engineering","score_opus":0.04463558482371879,"score_gpt":0.21314055544180013,"score_spread":0.16850497061808134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041163699","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":[0.7137662,0.00070712384,0.27835175,0.00007459178,0.0013586702,0.0012558548,0.00001782757,0.0011566371,0.0033113465],"genre_scores_gemma":[0.9842344,0.00010462428,0.015422531,0.000006617583,0.00006495001,0.00008711802,0.0000075916446,0.000023342058,0.0000488617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906015,0.000015895352,0.00029940763,0.00014117,0.00028325742,0.00020014498],"domain_scores_gemma":[0.9992841,0.000012199665,0.00006865885,0.00016480214,0.0004316635,0.00003856917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045957303,0.00013721663,0.00017831201,0.00006162251,0.00006480364,0.000009958286,0.000068834124,0.000092786955,0.000031787855],"category_scores_gemma":[0.00004307019,0.0001325223,0.00006508656,0.00011112846,0.000045510886,0.00026059448,0.0000069074804,0.00008779718,0.000005446257],"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":[0.000027128046,0.000039351024,0.010480098,0.00017756777,0.00011425602,4.581372e-8,0.00013339696,0.025433976,0.94000167,0.00017632633,0.004997121,0.018419037],"study_design_scores_gemma":[0.00079832744,0.00031060516,0.010043265,0.0001053057,0.000058024485,0.000003887269,0.00029830803,0.022936225,0.95793474,0.0029765293,0.004307514,0.00022729803],"about_ca_topic_score_codex":0.000056313653,"about_ca_topic_score_gemma":0.000038735336,"teacher_disagreement_score":0.27046818,"about_ca_system_score_codex":0.00033384925,"about_ca_system_score_gemma":0.000016376509,"threshold_uncertainty_score":0.5404102},"labels":[],"label_agreement":null},{"id":"W2041681736","doi":"10.1115/msec2006-21099","title":"A Retrofit Open Architecture Parallel Drive CMM System","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"McMaster University","funders":"","keywords":"Computer science; Pentium; Control system; Compensation (psychology); Computer hardware; Simulation; Real-time computing; Engineering; Electrical engineering","score_opus":0.009885097477711585,"score_gpt":0.21947471212841313,"score_spread":0.20958961465070156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041681736","genre_codex":"methods","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":[0.006964474,0.00019707427,0.62591213,0.000063475025,0.00012056765,0.00036930534,0.0000030497854,0.0016359987,0.3647339],"genre_scores_gemma":[0.91494095,0.0000055554324,0.08253838,0.00004730009,0.000095421805,0.00008231242,0.000012251535,0.000026729262,0.0022510814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999386,0.000013495472,0.00014841382,0.0001397838,0.00009173726,0.00022057738],"domain_scores_gemma":[0.99970675,0.0000124471435,0.000018446295,0.00020620198,0.000021431126,0.000034717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001065976,0.0001280083,0.000173343,0.000064517255,0.00003312961,0.000025061669,0.0002511017,0.00008362853,0.000039743558],"category_scores_gemma":[0.0000041139083,0.00010720195,0.00003782783,0.000095467956,0.000017780467,0.000085091175,0.000046568854,0.00013402704,0.000030006626],"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":[0.00018280055,0.00013084186,0.019747008,0.0006056456,0.00034885015,0.00013221135,0.00023534452,0.10590494,0.23519425,0.40295997,0.21319243,0.021365706],"study_design_scores_gemma":[0.0054509602,0.0005403668,0.019728193,0.00041664197,0.00019969711,0.00017733008,0.00045790768,0.016611632,0.34133857,0.047334988,0.5649172,0.0028265165],"about_ca_topic_score_codex":0.000046613113,"about_ca_topic_score_gemma":0.00008316953,"teacher_disagreement_score":0.9079765,"about_ca_system_score_codex":0.00007499963,"about_ca_system_score_gemma":0.0000056078334,"threshold_uncertainty_score":0.4371569},"labels":[],"label_agreement":null},{"id":"W2042276031","doi":"10.1364/ao.42.000342","title":"Comparison of modeled and observed astronomical refraction of the setting Sun","year":2003,"lang":"en","type":"article","venue":"Applied Optics","topic":"Advanced Measurement and Metrology Techniques","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":"University of Alberta","funders":"","keywords":"Observatory; Radiosonde; Refraction; Sunset; Atmospheric refraction; Ray tracing (physics); Atmospheric optics; Optics; Photogrammetry; Geology; Geodesy; Meteorology; Physics; Remote sensing; Astronomy","score_opus":0.0351759224442617,"score_gpt":0.26042727232171964,"score_spread":0.22525134987745793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042276031","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":[0.94152015,0.000066612214,0.05505106,0.0000047544663,0.000037557515,0.000102663056,7.5086433e-7,0.000039762373,0.0031767082],"genre_scores_gemma":[0.943143,0.000008099853,0.056820907,0.0000024640874,0.000005910829,0.0000058722226,9.1320703e-7,0.000008149582,0.0000046903633],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996541,0.0000077999985,0.0001584506,0.000051918865,0.000050806244,0.000076915465],"domain_scores_gemma":[0.9997872,0.000027856544,0.000051718675,0.00010470005,0.0000155717,0.000012928438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010212386,0.000054971206,0.0001282704,0.000016223774,0.000016921604,0.0000014740853,0.00004037586,0.0000507264,0.0000014401511],"category_scores_gemma":[0.00001466489,0.000046354584,0.000017054388,0.000040807794,0.00003278156,0.000019407842,0.000009598264,0.00009788553,1.5948814e-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":[0.000022079132,0.00004704242,0.0385927,0.00007065192,0.00004694183,2.7578931e-8,0.00016256099,0.14778735,0.78416073,0.026118066,0.000059453916,0.0029323718],"study_design_scores_gemma":[0.0003005843,0.000022999391,0.0046147862,0.000010457371,0.000034967066,2.7180937e-7,0.00013135832,0.03832079,0.9550033,0.0011878349,0.00029770163,0.00007493752],"about_ca_topic_score_codex":4.6847205e-7,"about_ca_topic_score_gemma":9.772039e-7,"teacher_disagreement_score":0.17084254,"about_ca_system_score_codex":0.000014970106,"about_ca_system_score_gemma":0.000004634445,"threshold_uncertainty_score":0.18902852},"labels":[],"label_agreement":null},{"id":"W2043218841","doi":"10.1364/fts.2001.fthb4","title":"High Resolution Infrared Emission Spectroscopy of CaO, SrO and BaO Chemiluminescence","year":2001,"lang":"en","type":"article","venue":"Fourier Transform Spectroscopy","topic":"Advanced Measurement and Metrology Techniques","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 Waterloo","funders":"","keywords":"Chemiluminescence; Spectroscopy; Citation; High resolution; Fourier transform infrared spectroscopy; Resolution (logic); Publishing; Analytical Chemistry (journal); Computer science; Materials science; Physics; Telecommunications; Chemistry; Library science; Optics; Remote sensing; Political science; Geology; Environmental chemistry; Physical chemistry","score_opus":0.007909158801499252,"score_gpt":0.22811984217274694,"score_spread":0.2202106833712477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043218841","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":[0.60369295,0.0021133425,0.37352154,0.00025576603,0.00027872843,0.00053809065,0.000016581196,0.0007676502,0.018815344],"genre_scores_gemma":[0.8723898,0.0047657276,0.12209652,0.000038737202,0.00016462257,0.000045950725,0.000028846744,0.000060154038,0.00040967207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865645,0.000012881007,0.00035439627,0.00026217414,0.00024948842,0.0004646356],"domain_scores_gemma":[0.99948394,0.000022015438,0.000050780483,0.00026438056,0.000048533053,0.00013036585],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018261948,0.00027109068,0.000357307,0.00016097566,0.00008847938,0.0000127922585,0.00014843974,0.00017654718,0.00010960269],"category_scores_gemma":[0.000015294827,0.00026691656,0.00007000119,0.0002852768,0.000121734505,0.00026951707,0.000011338204,0.00027333872,0.0000030430685],"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":[0.00016293194,0.000033238517,0.0015421262,0.00008323631,0.000027819033,0.0000067728474,0.0001463891,0.000043601125,0.9947595,0.00028804864,0.0011387047,0.0017676225],"study_design_scores_gemma":[0.00071766565,0.00023538149,0.00091706385,0.00008134641,0.00004226296,0.00001582353,0.000024503988,0.001313149,0.98180526,0.005192336,0.009399433,0.00025575727],"about_ca_topic_score_codex":0.000022175054,"about_ca_topic_score_gemma":0.000011409269,"teacher_disagreement_score":0.2686968,"about_ca_system_score_codex":0.00011583074,"about_ca_system_score_gemma":0.000024340055,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W2048529505","doi":"10.1017/s0263574711001287","title":"Modeling and assessment of the backlash error of an industrial robot","year":2012,"lang":"en","type":"article","venue":"Robotica","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Canada Research Chairs","keywords":"Backlash; Payload (computing); Control theory (sociology); Robot; Polynomial; Simulation; Industrial robot; Computer science; Mathematics; Engineering; Artificial intelligence; Control (management); Mathematical analysis","score_opus":0.07572003482776557,"score_gpt":0.3076936671744588,"score_spread":0.23197363234669321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048529505","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":[0.7158521,0.00028908104,0.28027374,0.000071592425,0.00036359762,0.00022383711,0.0000026176078,0.000102369326,0.0028210666],"genre_scores_gemma":[0.9582203,0.0000141421115,0.04168093,0.000007671162,0.000054671596,0.000004261082,8.0227e-7,0.000010009788,0.0000072167077],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995577,0.000024682058,0.0001421172,0.000049592203,0.00009639434,0.00012955657],"domain_scores_gemma":[0.9997558,0.000014996845,0.000023228671,0.00014539095,0.000022496622,0.00003809716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022188325,0.00006330358,0.00012951893,0.000029220839,0.00001746306,0.0000016651062,0.00007324605,0.00007440058,0.000008207675],"category_scores_gemma":[0.000022112466,0.00004754187,0.000023477533,0.00005831445,0.000032467902,0.000100620644,0.000025902676,0.00014138677,1.373293e-7],"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":[0.000009446426,0.00008504979,0.01945981,0.00005302392,0.00005374551,1.12506584e-7,0.00012711831,0.8665376,0.10325842,0.0039108167,0.00003868317,0.006466208],"study_design_scores_gemma":[0.00075215154,0.00013635817,0.018497873,0.00009350886,0.00012672455,0.0000035835315,0.00008759698,0.90220636,0.07683877,0.00081068656,0.00022393678,0.00022243537],"about_ca_topic_score_codex":0.0000031553186,"about_ca_topic_score_gemma":0.0000031244215,"teacher_disagreement_score":0.2423682,"about_ca_system_score_codex":0.000015952166,"about_ca_system_score_gemma":0.000009641677,"threshold_uncertainty_score":0.19387013},"labels":[],"label_agreement":null},{"id":"W2049251021","doi":"10.1016/j.measurement.2014.09.016","title":"Dimensional measurement based on rotating wire probe and acoustic emission","year":2014,"lang":"en","type":"article","venue":"Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Victoria","funders":"","keywords":"Miniaturization; Repeatability; Acoustic emission; Calibration; Measure (data warehouse); System of measurement; Acoustics; Controller (irrigation); Measurement uncertainty; Computer science; Electronic engineering; Engineering; Electrical engineering; Physics","score_opus":0.025983353444073588,"score_gpt":0.2203147269261763,"score_spread":0.1943313734821027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049251021","genre_codex":"methods","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":[0.093231,0.0013122875,0.89080393,0.0005577535,0.00086571445,0.0015097033,0.000003838157,0.0020236732,0.00969209],"genre_scores_gemma":[0.98932225,0.000007674875,0.010097434,0.00028128116,0.00009570577,0.00012699766,0.0000030800052,0.000048182006,0.000017416],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976148,0.00008456304,0.00028854804,0.00032702796,0.0013137367,0.00037133074],"domain_scores_gemma":[0.99922585,0.0000333746,0.000054810705,0.00028150828,0.00024798396,0.00015648562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020076684,0.00028767923,0.0002497655,0.00013605657,0.00015224925,0.000022184864,0.00010457203,0.00009661531,0.00001985672],"category_scores_gemma":[0.00032888624,0.00025344186,0.000052351177,0.000104835926,0.000037104186,0.00006881647,0.00002183195,0.00023177791,0.000008690942],"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":[0.00008615957,0.0001488255,0.004705304,0.00027767094,0.000058551115,0.0000036451809,0.00006633776,0.043393698,0.8831929,0.00010130355,0.0025307324,0.06543488],"study_design_scores_gemma":[0.0036437358,0.0012265657,0.016510984,0.0017296993,0.00019649148,0.000007372267,0.00003098806,0.48744774,0.46581525,0.0015349735,0.020497635,0.001358548],"about_ca_topic_score_codex":0.0000020104796,"about_ca_topic_score_gemma":0.000011315662,"teacher_disagreement_score":0.8960912,"about_ca_system_score_codex":0.00029054988,"about_ca_system_score_gemma":0.000033361073,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W2050747121","doi":"10.1007/s00170-012-4289-7","title":"Concept for the integration of geometric and servo dynamic errors for predicting volumetric errors in five-axis high-speed machine tools: an application on a XYC three-axis motion trajectory using programmed end point constraint measurements","year":2012,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Trajectory; Motion (physics); Servo; Machine tool; Computer vision; Computer science; Servomechanism; Circular motion; Control theory (sociology); Artificial intelligence; Engineering; Control engineering; Mechanical engineering; Physics; Control (management)","score_opus":0.036583377192837926,"score_gpt":0.2925004651886453,"score_spread":0.25591708799580737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050747121","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":[0.5889404,0.0005347252,0.40925035,0.00018761822,0.00029365826,0.00070586154,0.00001913226,0.000065667155,0.0000026250668],"genre_scores_gemma":[0.9589925,0.000091350674,0.040684048,0.000021048703,0.000066576285,0.00009556653,0.000018177518,0.000029154697,0.000001582748],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858725,0.000031206633,0.0006072818,0.00016460534,0.00033023325,0.00027940716],"domain_scores_gemma":[0.9986443,0.00032362595,0.0005228687,0.00019296796,0.00027603787,0.00004023443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011303582,0.00020298387,0.00029552742,0.001124832,0.00008267677,0.000016259162,0.00044664007,0.00014465394,0.0000029013377],"category_scores_gemma":[0.0005162044,0.00014641038,0.00008558695,0.00029787232,0.0001552315,0.00044253425,0.000039257364,0.00037474593,7.9663906e-8],"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":[0.00047006865,0.00015747959,0.0025375946,0.000043219483,0.00025822828,6.663904e-7,0.0003137576,0.115333535,0.17227703,0.00032064365,0.0000022941194,0.70828545],"study_design_scores_gemma":[0.0033861112,0.0010037521,0.023707772,0.00020587759,0.0001671069,0.00008850472,0.0013831335,0.116514094,0.8459312,0.0071951654,0.000116266165,0.00030105215],"about_ca_topic_score_codex":0.000030823365,"about_ca_topic_score_gemma":0.00014316635,"teacher_disagreement_score":0.70798445,"about_ca_system_score_codex":0.000463786,"about_ca_system_score_gemma":0.000019334235,"threshold_uncertainty_score":0.5970442},"labels":[],"label_agreement":null},{"id":"W2051500251","doi":"10.1017/s0890060411000151","title":"Three-dimensional modeling of coordinate measuring machines probing accuracy and settings using fuzzy knowledge bases: Application to TP6 and TP200 triggering probes","year":2011,"lang":"en","type":"article","venue":"Artificial intelligence for engineering design analysis and manufacturing","topic":"Advanced Measurement and Metrology Techniques","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":"Université de Montréal; Polytechnique Montréal","funders":"Fundacja na rzecz Nauki Polskiej","keywords":"Fuzzy logic; Computer science; Algorithm; Coding (social sciences); Binary number; Knowledge base; Data mining; Artificial intelligence; Mathematics; Arithmetic","score_opus":0.07127642732229904,"score_gpt":0.27102626144494085,"score_spread":0.1997498341226418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051500251","genre_codex":"methods","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":[0.35591626,0.0004960518,0.6429907,0.0000042606016,0.000031366948,0.00041441445,0.0000025437873,0.00013778903,0.000006583845],"genre_scores_gemma":[0.85371256,0.000048326747,0.14606786,0.000004475692,0.000033061162,0.000091922346,0.0000029052737,0.00003797643,9.2134314e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863684,0.000013597374,0.0005132804,0.0003921151,0.00010847904,0.00033566935],"domain_scores_gemma":[0.99940735,0.0001420157,0.00008176195,0.00016527827,0.00008199782,0.00012157426],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000667938,0.00029056074,0.00044782163,0.0006391714,0.00013942321,0.000040148545,0.000103704835,0.00009060678,0.0000020724692],"category_scores_gemma":[0.00008298731,0.0002937821,0.000084085565,0.00028243646,0.000034245153,0.00026225077,0.000067378256,0.00013248815,2.8315918e-7],"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":[0.000048089056,0.000020128835,0.00012631078,0.00029031938,0.0002649964,7.1364224e-7,0.0006692633,0.81763107,0.1250409,0.00038851055,5.904703e-7,0.05551913],"study_design_scores_gemma":[0.000029022947,0.000033622397,0.00004446055,0.00007996055,0.00022368584,0.0000023649961,0.000036909994,0.6260546,0.37183246,0.0014593708,0.000008309294,0.00019524797],"about_ca_topic_score_codex":0.000083648156,"about_ca_topic_score_gemma":0.000046384583,"teacher_disagreement_score":0.4977963,"about_ca_system_score_codex":0.00004259062,"about_ca_system_score_gemma":0.000009170909,"threshold_uncertainty_score":0.9999514},"labels":[],"label_agreement":null},{"id":"W2053912672","doi":"10.1080/16864360.2014.914384","title":"In-Situ Measurement and Distributed Computing for Adjustable CNC Machining","year":2014,"lang":"en","type":"article","venue":"Computer-Aided Design and Applications","topic":"Advanced Measurement and Metrology Techniques","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":"McMaster University","funders":"","keywords":"Machining; Numerical control; In situ; Computer science; Mechanical engineering; Manufacturing engineering; Engineering drawing; Engineering; Physics","score_opus":0.030984088378265953,"score_gpt":0.2474845234879502,"score_spread":0.21650043510968425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053912672","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":[0.0024381238,0.00048905826,0.9958285,0.000074895106,0.00004193795,0.0006824226,0.0000027786705,0.00026535674,0.00017693864],"genre_scores_gemma":[0.7509057,0.000045527293,0.24859062,0.000108584645,0.000098846314,0.00021962794,0.000011667615,0.000015912297,0.000003530122],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930257,0.000028536924,0.00018941725,0.00020308554,0.000072375646,0.00020403323],"domain_scores_gemma":[0.9995462,0.00017177132,0.000032547374,0.0001334155,0.000052302123,0.00006376443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050135085,0.0001268298,0.00017588558,0.00007969577,0.000112263086,0.000027518377,0.0000760797,0.000054597265,5.752155e-7],"category_scores_gemma":[0.00001689475,0.00013423357,0.000018120621,0.00010900766,0.000030055478,0.00007688183,0.000028568948,0.00009262073,7.892228e-7],"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":[0.00004921239,0.00017712293,0.0022257897,0.0005326245,0.00011820246,0.0000013570494,0.00032693075,0.08697535,0.16956376,0.05287609,0.008243969,0.6789096],"study_design_scores_gemma":[0.0015442808,0.00016146882,0.0039879456,0.00009802887,0.000048473117,0.000008652966,0.000021228232,0.8948604,0.017268365,0.019305866,0.06223751,0.00045779027],"about_ca_topic_score_codex":0.000001292602,"about_ca_topic_score_gemma":0.0000025820104,"teacher_disagreement_score":0.80788505,"about_ca_system_score_codex":0.000039421284,"about_ca_system_score_gemma":0.000006547163,"threshold_uncertainty_score":0.5473886},"labels":[],"label_agreement":null},{"id":"W2054347522","doi":"10.1108/01439911211192501","title":"Assessment of the positioning performance of an industrial robot","year":2012,"lang":"en","type":"article","venue":"Industrial Robot the international journal of robotics research and application","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Laser tracker; Repeatability; Industrial robot; Interferometry; Robot; Laser; Position (finance); Computer science; Metrology; Calibration; Orientation (vector space); Computer vision; Simulation; Optics; Artificial intelligence; Physics; Mathematics","score_opus":0.11881119843514568,"score_gpt":0.3802586410050002,"score_spread":0.2614474425698545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054347522","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":[0.93380475,0.00019346375,0.06337662,0.00092545286,0.0007851148,0.0003960351,0.000006574994,0.000014690207,0.00049730047],"genre_scores_gemma":[0.9956128,0.00015231398,0.0033326086,0.000009254428,0.0008538564,0.000010602424,0.000004051842,0.000010112503,0.000014412055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984007,0.00010477596,0.0004368554,0.00006152931,0.00081863056,0.00017753133],"domain_scores_gemma":[0.99873716,0.00017326894,0.00026572234,0.0001595483,0.0005949887,0.00006931092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021471514,0.000079329555,0.00014972706,0.00016048734,0.00008931876,0.000024101184,0.0005516921,0.00011755727,0.0000054699376],"category_scores_gemma":[0.0001331773,0.00005148272,0.00004827375,0.0002164249,0.00016624595,0.00029949794,0.00008262389,0.0007065734,2.643804e-7],"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":[0.00031468814,0.00034898397,0.07491351,0.000019163108,0.00030702347,6.5825134e-7,0.00016767558,0.47784722,0.3672997,0.008313293,0.0005330727,0.069935024],"study_design_scores_gemma":[0.0049478407,0.0019640706,0.09832714,0.00066306186,0.00017256434,0.00017132069,0.00055192533,0.08910346,0.7964628,0.0039840853,0.0032393818,0.0004123663],"about_ca_topic_score_codex":0.000010558043,"about_ca_topic_score_gemma":0.0000021978428,"teacher_disagreement_score":0.4291631,"about_ca_system_score_codex":0.00013121356,"about_ca_system_score_gemma":0.00009489965,"threshold_uncertainty_score":0.30697492},"labels":[],"label_agreement":null},{"id":"W2054786948","doi":"10.1007/s00170-013-5344-8","title":"Robust generalized numerical inspection fixture for the metrology of compliant mechanical parts","year":2013,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Fixture; Geodesic; Coordinate-measuring machine; Aerospace; Metrology; Metric (unit); CAD; Automotive industry; Finite element method; Range (aeronautics); Computer science; Engineering; Computer vision; Engineering drawing; Algorithm; Mechanical engineering; Mathematics; Structural engineering; Geometry","score_opus":0.022886061627337827,"score_gpt":0.2511067647667695,"score_spread":0.22822070313943169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054786948","genre_codex":"methods","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":[0.32239398,0.000888533,0.6667214,0.0078116176,0.0014786101,0.00038370056,0.0000048987704,0.00024956063,0.00006769725],"genre_scores_gemma":[0.95582354,0.00044963084,0.043286946,0.00015572623,0.00017439642,0.000070286864,0.0000016654512,0.000021473194,0.000016319962],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896103,0.000021227585,0.00047426013,0.0001067641,0.00022892513,0.00020780486],"domain_scores_gemma":[0.9989282,0.00023553394,0.00030150352,0.00021488745,0.00029224082,0.000027646149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027311282,0.00014783016,0.0002904315,0.00025331567,0.00006917749,0.000011631357,0.0008651451,0.00014192746,0.000036753907],"category_scores_gemma":[0.0001506833,0.00008717436,0.00013933456,0.000085721826,0.00013823793,0.00014276736,0.0000798915,0.0004378198,0.0000021527746],"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":[0.0005690804,0.0001259075,0.00017854742,0.000030252639,0.0013700976,0.000013987775,0.00009178405,0.34921744,0.51780653,0.01912036,0.0056942436,0.10578176],"study_design_scores_gemma":[0.0010109352,0.0002715667,0.0005399728,0.0000274199,0.000064283195,0.00021889638,0.000116844734,0.0063158628,0.9198743,0.057975706,0.013464173,0.00012001533],"about_ca_topic_score_codex":0.0000047333747,"about_ca_topic_score_gemma":0.000005994258,"teacher_disagreement_score":0.6334296,"about_ca_system_score_codex":0.00010655927,"about_ca_system_score_gemma":0.000013323802,"threshold_uncertainty_score":0.35548672},"labels":[],"label_agreement":null},{"id":"W2055159932","doi":"10.1115/1.4023706","title":"A Test Setup for Evaluation of Harmonic Distortions in Precision Inertial Sensors","year":2013,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nonlinear system; Computer science; Superposition principle; Inertial frame of reference; Inertial measurement unit; Bearing (navigation); Key (lock); Control engineering; Engineering; Electronic engineering; Artificial intelligence; Physics","score_opus":0.019563040142663524,"score_gpt":0.2584942699869792,"score_spread":0.2389312298443157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055159932","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":[0.9896262,0.0002016104,0.00976537,0.000026376209,0.00016938201,0.00016488617,0.0000010551483,0.00002037379,0.000024745053],"genre_scores_gemma":[0.99453217,0.000051082705,0.0053549926,0.0000022720853,0.00003629805,0.000013762279,1.7272873e-7,0.0000070112237,0.000002234347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991899,0.000004353221,0.00026620805,0.00006640589,0.0003244482,0.00014866039],"domain_scores_gemma":[0.99956244,0.00007133079,0.00006316975,0.00006078068,0.00019420274,0.000048092286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012545949,0.000070327515,0.00012925401,0.00037706157,0.000026093685,0.000012122513,0.00009495297,0.00003079432,0.0000039545084],"category_scores_gemma":[0.00044326807,0.000060726412,0.000026531057,0.0001216992,0.00003393626,0.0004754992,0.000011115476,0.00010483259,1.9845757e-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":[0.0000071315108,0.000019842038,0.0007438547,0.00006830073,0.0000091188485,6.702846e-7,0.00018647255,0.31090388,0.6597057,0.0000057994316,0.000075094424,0.028274136],"study_design_scores_gemma":[0.0006888769,0.00010683235,0.091667384,0.00013035932,0.000026916838,0.00001744276,0.000046659825,0.15742278,0.7493023,0.0002673462,0.00021545976,0.00010764548],"about_ca_topic_score_codex":0.000003173387,"about_ca_topic_score_gemma":0.0000014592539,"teacher_disagreement_score":0.1534811,"about_ca_system_score_codex":0.00013927501,"about_ca_system_score_gemma":0.000030714553,"threshold_uncertainty_score":0.24763513},"labels":[],"label_agreement":null},{"id":"W2055190799","doi":"10.1117/12.562611","title":"Dynamic alignment of a Michelson interferometer using a position-sensitive device","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Université Laval","funders":"","keywords":"Interferometry; Michelson interferometer; Optics; Coherence (philosophical gambling strategy); Intensity interferometer; Tilt (camera); Astronomical interferometer; Physics; Position (finance); Interferometric visibility; Measure (data warehouse); Computer science","score_opus":0.013458509754036589,"score_gpt":0.24286158937153746,"score_spread":0.22940307961750087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055190799","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":[0.99518883,0.00014323126,0.0027657363,0.00035554494,0.0001779028,0.00048030153,0.000036803034,0.00014640912,0.0007052339],"genre_scores_gemma":[0.76299685,0.000073983356,0.23669095,0.000045744142,0.000065328735,0.000056444882,0.000005339533,0.000051358777,0.000013982193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831104,1.3387631e-8,0.0006294956,0.00026267508,0.00045761274,0.00033918672],"domain_scores_gemma":[0.99855506,0.00005603045,0.00024568627,0.000053169057,0.0010104689,0.00007960854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037282228,0.00030255585,0.00043231508,0.00016180809,0.000041790343,0.000027282429,0.0004491031,0.00018461653,0.000003754199],"category_scores_gemma":[0.00013498112,0.00027549645,0.00045975592,0.0002796401,0.00017002516,0.00040389638,0.00008683172,0.00025427388,5.357947e-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":[0.00006788987,0.00008072276,0.00007621191,0.00042682645,0.0005051579,1.3088649e-7,0.00024984908,0.0020789944,0.94304585,0.05324034,0.00008241325,0.00014562267],"study_design_scores_gemma":[0.000993659,0.00032841758,0.0003151345,0.00062617793,0.00021452706,0.00002275634,0.00069976726,0.023757132,0.9705629,0.0019834903,0.00018849458,0.00030754803],"about_ca_topic_score_codex":0.0000069870875,"about_ca_topic_score_gemma":2.9939864e-7,"teacher_disagreement_score":0.23392522,"about_ca_system_score_codex":0.00042564474,"about_ca_system_score_gemma":0.000021370277,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W2056087571","doi":"10.3788/col20080608.0568","title":"Real-time measurement of the fast axis angle of a quarter-wave plate based on simultaneous phase shifting technique","year":2008,"lang":"en","type":"article","venue":"Chinese Optics Letters","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"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":"Shanghai Rising-Star Program; Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Optics; Waveplate; Quarter (Canadian coin); Phase (matter); Physics; Laser","score_opus":0.015240850846031299,"score_gpt":0.22689603091626767,"score_spread":0.21165518007023637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056087571","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":[0.88844645,0.000020322032,0.10885922,0.00016528308,0.00010487984,0.00053752866,0.00001886342,0.00027441728,0.001573046],"genre_scores_gemma":[0.9792937,0.000013095853,0.020458087,0.000101025566,0.000040024617,0.000038955186,0.000005067986,0.000043391796,0.0000066696152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987512,0.000042885415,0.00037459985,0.00017324983,0.00041252,0.00024549235],"domain_scores_gemma":[0.9991532,0.0001127979,0.00013375655,0.00044848537,0.000104028484,0.000047713158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003079029,0.00024375497,0.00033000018,0.00014978729,0.00006698596,0.0000034654956,0.00019641478,0.000091065696,0.00000914982],"category_scores_gemma":[0.00016470703,0.0001815008,0.00013682045,0.00027104103,0.00012388961,0.0000492102,0.000021461949,0.00021730104,0.000001495324],"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":[0.00005714862,0.00011068745,0.00033638644,0.000067732944,0.000035844216,0.00003060326,0.0002080187,0.052544467,0.94614106,0.00000482477,0.00014215818,0.00032105303],"study_design_scores_gemma":[0.0015332166,0.0004270103,0.00043470788,0.00025063907,0.000049086393,0.000024198653,0.00001345968,0.14470203,0.85208184,0.00006195654,0.00006652877,0.00035535463],"about_ca_topic_score_codex":0.0000051864567,"about_ca_topic_score_gemma":0.0000021538779,"teacher_disagreement_score":0.094059266,"about_ca_system_score_codex":0.00010563364,"about_ca_system_score_gemma":0.000020984091,"threshold_uncertainty_score":0.7401388},"labels":[],"label_agreement":null},{"id":"W2056478642","doi":"10.1007/s00170-010-2584-8","title":"Dynamic and geometric error assessment of an XYC axis subset on five-axis high-speed machine tools using programmed end point constraint measurements","year":2010,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Encoder; Position (finance); Machine tool; Servo; Rotary encoder; Point (geometry); Servomechanism; Controller (irrigation); Polynomial; Reference frame; Observer (physics); Algorithm; Computer science; Frame (networking); Mathematics; Engineering; Artificial intelligence; Geometry; Control engineering; Statistics; Control (management); Mathematical analysis; Mechanical engineering","score_opus":0.02366410572012795,"score_gpt":0.3026927935778883,"score_spread":0.27902868785776036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056478642","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":[0.98050594,0.00012714324,0.017506614,0.0005174143,0.00078678975,0.0002877511,0.000028164173,0.0001611822,0.00007902059],"genre_scores_gemma":[0.9038442,0.00010795231,0.09592366,0.00003587804,0.00003719,0.000008101703,0.000008876725,0.000029632653,0.000004503659],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832517,0.000030977575,0.00059814943,0.00019851966,0.0005664077,0.00028074838],"domain_scores_gemma":[0.99877864,0.00011270087,0.0004510759,0.0003030132,0.0002829448,0.00007164067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072242983,0.00024931054,0.0003885966,0.0010933435,0.00006298023,0.000029325342,0.00072864513,0.00016919574,0.000037229664],"category_scores_gemma":[0.000218252,0.00019269944,0.00008157217,0.00017282969,0.00026896305,0.00032236756,0.0001036922,0.0008982784,4.2428022e-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":[0.00016172946,0.00014773979,0.00069829635,0.000021617168,0.0003584636,0.0000363566,0.000037600188,0.01906016,0.7770925,0.00046872217,0.000004064451,0.20191272],"study_design_scores_gemma":[0.0017275905,0.0006649578,0.010127851,0.000096432304,0.00006537898,0.00041106282,0.00013830373,0.0038965791,0.9747127,0.0076762303,0.0002437381,0.00023911793],"about_ca_topic_score_codex":0.000011210563,"about_ca_topic_score_gemma":0.00005623311,"teacher_disagreement_score":0.2016736,"about_ca_system_score_codex":0.00024488513,"about_ca_system_score_gemma":0.000040233375,"threshold_uncertainty_score":0.7858055},"labels":[],"label_agreement":null},{"id":"W2056736867","doi":"10.1007/s00170-014-6323-4","title":"Identification of error sources in a five-axis machine tool using FFT analysis","year":2014,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fast Fourier transform; Machine tool; Fourier transform; Computer science; Amplitude; Algorithm; Engineering; Mathematics; Mechanical engineering; Mathematical analysis; Physics; Optics","score_opus":0.011944536115968166,"score_gpt":0.2697816367239727,"score_spread":0.2578371006080045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056736867","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":[0.8361599,0.00024717854,0.16293494,0.00026974542,0.00022159236,0.00006204895,0.0000029069517,0.00007031463,0.000031390617],"genre_scores_gemma":[0.9840923,0.00014184651,0.01566942,0.00002068995,0.000040825005,0.0000043511886,0.0000015060633,0.000013426977,0.000015659956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884117,0.000025664749,0.00063067186,0.000103236445,0.00025534257,0.00014391325],"domain_scores_gemma":[0.99913454,0.000076398755,0.00041905086,0.00021113548,0.00014362152,0.000015254362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054641074,0.0001206333,0.00029663809,0.0012976022,0.000024725932,0.000009281328,0.0006809553,0.0000890097,0.0000112335865],"category_scores_gemma":[0.00016537274,0.00009554371,0.00011498762,0.00027938822,0.00008930091,0.00017556446,0.00006433174,0.0003027919,6.718923e-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":[0.00008797654,0.00003623626,0.004084214,0.0000135617165,0.00053085235,0.000006823184,0.000114636096,0.39426726,0.58088255,0.000552565,0.000006693206,0.019416628],"study_design_scores_gemma":[0.0005162564,0.000061024573,0.0049538226,0.000046840778,0.00013440433,0.000040783412,0.00011258983,0.034626547,0.94349355,0.015255889,0.0006390023,0.00011930727],"about_ca_topic_score_codex":0.0000077811155,"about_ca_topic_score_gemma":0.000036731733,"teacher_disagreement_score":0.36261097,"about_ca_system_score_codex":0.00012733492,"about_ca_system_score_gemma":0.000009468959,"threshold_uncertainty_score":0.38961595},"labels":[],"label_agreement":null},{"id":"W2057953922","doi":"10.1016/j.cirp.2010.03.086","title":"Precision machine tool X – Y stage utilizing a planar air bearing arrangement","year":2010,"lang":"en","type":"article","venue":"CIRP Annals","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Air bearing; Bearing (navigation); Vibration; Metrology; Machine tool; Planar; Mechanical engineering; Stiffness; Multivariable calculus; Work (physics); Precision engineering; Machining; Engineering; Control theory (sociology); Computer science; Acoustics; Structural engineering; Control engineering; Physics; Optics; Control (management); Miniaturization; Electrical engineering; Artificial intelligence","score_opus":0.03897817612388595,"score_gpt":0.2887896392362062,"score_spread":0.24981146311232025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057953922","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":[0.8646675,0.001525391,0.10124699,0.00021902805,0.0010295599,0.000555698,0.000033152362,0.0018062245,0.02891651],"genre_scores_gemma":[0.9911443,0.00019048486,0.00781577,0.00018480225,0.00012559176,0.000042041094,0.000013812667,0.000035335313,0.00044788502],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913967,0.0000120864015,0.0001961447,0.00018088572,0.00016965182,0.00030157683],"domain_scores_gemma":[0.9995382,0.000028712871,0.00003295985,0.00029447145,0.000038606508,0.0000670956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041319543,0.00015415795,0.00017141146,0.000117068266,0.000071669165,0.000016151036,0.0001605144,0.00009983732,0.00014626606],"category_scores_gemma":[0.00006318646,0.00015081333,0.00005962494,0.00008188212,0.000024013432,0.00015933698,0.00002524469,0.0003294953,0.000032583077],"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":[0.000036671092,0.000045968376,0.005053766,0.00008211582,0.00006957155,0.000020256906,0.0001845971,0.0008537636,0.9107266,0.0013077375,0.0079440875,0.073674865],"study_design_scores_gemma":[0.0005454188,0.000107370055,0.012734919,0.00007853766,0.000024339723,0.0000067854644,0.000047000933,0.0038046932,0.44200188,0.001632236,0.5385096,0.00050719845],"about_ca_topic_score_codex":0.00000416185,"about_ca_topic_score_gemma":0.000019805691,"teacher_disagreement_score":0.53056556,"about_ca_system_score_codex":0.000015551701,"about_ca_system_score_gemma":0.0000062967933,"threshold_uncertainty_score":0.61499894},"labels":[],"label_agreement":null},{"id":"W2058079724","doi":"10.1115/pvp2010-25276","title":"Limit Load Estimate Using Reference Volume Approach","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Memorial University of Newfoundland","funders":"","keywords":"Volume (thermodynamics); Limit (mathematics); Limit analysis; Tangent; Component (thermodynamics); Computer science; Limit load; Mathematics; Upper and lower bounds; Mathematical analysis; Structural engineering; Geometry; Finite element method; Physics; Engineering; Thermodynamics","score_opus":0.04025615181482514,"score_gpt":0.27146572936051616,"score_spread":0.23120957754569102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058079724","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":[0.19199124,0.00006480587,0.63263226,0.000013201771,0.00022209104,0.00010868792,0.0000011197817,0.0014667446,0.17349984],"genre_scores_gemma":[0.67489386,0.000006623078,0.32460594,0.00001734571,0.00003402702,0.0000084340045,0.0000020369266,0.00001543838,0.00041629514],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994795,0.0000038556777,0.00009990028,0.00011821792,0.000098863966,0.00019967016],"domain_scores_gemma":[0.9996955,0.0000058205605,0.000012347665,0.00019510722,0.00004295548,0.000048288537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305534,0.000102899976,0.000103940154,0.00004344775,0.000034099736,0.000011265314,0.000106629624,0.0001041647,0.000108667686],"category_scores_gemma":[0.000024885581,0.00009409408,0.000020266069,0.00007193899,0.00003120138,0.000119871256,0.000018117944,0.0002638021,0.000029159111],"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":[0.00000621425,0.000028855698,0.004486788,0.000037828228,0.000022287968,0.000002352363,0.00003679818,0.0046618613,0.97478896,0.0025964545,0.0018582146,0.011473405],"study_design_scores_gemma":[0.0004988172,0.00006356632,0.0034821779,0.00001773965,0.000057940928,0.000046412282,0.000026688716,0.66127855,0.23946892,0.0029315169,0.09133043,0.00079726614],"about_ca_topic_score_codex":0.0000092684695,"about_ca_topic_score_gemma":0.000015349398,"teacher_disagreement_score":0.73532003,"about_ca_system_score_codex":0.000030462137,"about_ca_system_score_gemma":0.00001197614,"threshold_uncertainty_score":0.38370454},"labels":[],"label_agreement":null},{"id":"W2059545751","doi":"10.1115/imece2008-68066","title":"A Test Setup for Evaluation of Harmonic Distortions in Precision Inertial Sensors","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced Measurement and Metrology Techniques","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 Calgary","funders":"","keywords":"Computer science; Nonlinear system; Superposition principle; Key (lock); Electronic engineering; Control engineering; Engineering","score_opus":0.021790133011269062,"score_gpt":0.23997082914523213,"score_spread":0.21818069613396307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059545751","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":[0.98626107,0.011356985,0.0010512737,0.000048640242,0.0001626073,0.0008039586,0.000054350894,0.00023191774,0.000029186851],"genre_scores_gemma":[0.9970096,0.0019453547,0.0006173809,0.000004106562,0.000029398736,0.00020444067,0.000013832269,0.000021728663,0.00015419854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988795,0.000029150875,0.00040417377,0.00029350835,0.00012322458,0.00027046932],"domain_scores_gemma":[0.99954706,0.00006022735,0.000098831035,0.00017346615,0.00007157234,0.000048816117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004303799,0.00020643936,0.00037802095,0.00054487446,0.00015451478,0.000010001904,0.00006829285,0.0002812403,0.0000023984685],"category_scores_gemma":[0.0000864202,0.00018685544,0.00003296468,0.00013675787,0.00018083256,0.00011849544,0.000040090574,0.00013167987,6.1354774e-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":[0.000113901944,0.00013674515,0.059659094,0.0006751035,0.00009890116,0.000009584056,0.00048243624,0.00037164008,0.91229945,0.00006949519,0.0018059261,0.024277715],"study_design_scores_gemma":[0.0042285705,0.0004977353,0.021044364,0.0005682974,0.00017672937,0.00032952,0.00022137947,0.0048001814,0.93558836,0.0005430828,0.03140141,0.00060039037],"about_ca_topic_score_codex":0.000039685972,"about_ca_topic_score_gemma":0.00004741914,"teacher_disagreement_score":0.03861473,"about_ca_system_score_codex":0.00005594666,"about_ca_system_score_gemma":0.000021772134,"threshold_uncertainty_score":0.76197433},"labels":[],"label_agreement":null},{"id":"W2061400841","doi":"10.1117/12.530018","title":"Lateral shearing interferometer for large aperture: merit consideration and analysis","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"Optics; Shearing (physics); Shearing interferometer; Interferometry; Michelson interferometer; Beam (structure); Materials science; Power dividers and directional couplers; Aperture (computer memory); Physics; Astronomical interferometer; Acoustics","score_opus":0.014054524685249498,"score_gpt":0.23485644371393669,"score_spread":0.22080191902868718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061400841","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":[0.99210364,0.00024688593,0.005542533,0.00034400224,0.00014887213,0.0004726156,0.00003941428,0.00015487449,0.00094717904],"genre_scores_gemma":[0.8082417,0.0001206122,0.1911139,0.00009705712,0.00009645226,0.0002036461,0.0000130324115,0.00004847172,0.00006509247],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986565,1.6113658e-8,0.00047348224,0.0002712501,0.00026028522,0.0003384528],"domain_scores_gemma":[0.99896365,0.00014382642,0.00012553376,0.00004269065,0.0006455764,0.000078711426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005670237,0.00025536233,0.00041300748,0.0001734844,0.00007084036,0.0000737096,0.0002404543,0.00017361986,0.000010466038],"category_scores_gemma":[0.00048113096,0.00022295071,0.00044597677,0.00027738695,0.00007881447,0.00041365114,0.000041588257,0.00020555912,2.7380497e-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":[0.00004617898,0.000043747208,0.0017790075,0.00035059667,0.0014307268,3.78978e-8,0.00017102576,0.00014436651,0.6943204,0.30059618,0.0010134317,0.00010435503],"study_design_scores_gemma":[0.0031131727,0.00066117273,0.0026561222,0.00027997477,0.0017155204,0.00002375949,0.00091575,0.16495727,0.79355335,0.007593246,0.023497635,0.0010330413],"about_ca_topic_score_codex":0.0000010311766,"about_ca_topic_score_gemma":3.0718144e-7,"teacher_disagreement_score":0.29300293,"about_ca_system_score_codex":0.00008831329,"about_ca_system_score_gemma":0.000008143062,"threshold_uncertainty_score":0.9091666},"labels":[],"label_agreement":null},{"id":"W2062693774","doi":"10.1115/1.4024829","title":"Applications of a New Handheld Reference Point Indentation Instrument Measuring Bone Material Strength","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Institutes of Health; National Center for Research Resources; National Institute of General Medical Sciences; Ministerio de Ciencia y Tecnología; Purdue University","keywords":"Mobile device; Indentation; Point (geometry); Materials science; Computer science; Composite material; Mathematics; Geometry; World Wide Web","score_opus":0.02722712098224011,"score_gpt":0.2695958962589111,"score_spread":0.242368775276671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062693774","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":[0.89798874,0.00088137976,0.0990442,0.0006890163,0.00031859524,0.00021473094,0.0000021552053,0.00006765819,0.00079355715],"genre_scores_gemma":[0.9912017,0.00048572052,0.00801208,0.00004685811,0.00021636458,0.000014240614,0.0000021603757,0.000008100312,0.000012756263],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871767,0.000018953,0.00048514438,0.000054935696,0.0006113018,0.000111985464],"domain_scores_gemma":[0.99943143,0.000028612967,0.0002016054,0.00007083023,0.000110702626,0.00015681988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003896164,0.00007955506,0.00020374682,0.00012874532,0.00001758205,0.000015637694,0.00018267981,0.000102530255,0.000420799],"category_scores_gemma":[0.00006411628,0.00006272997,0.00003820077,0.00008738916,0.000027691283,0.00024399192,0.00002062271,0.00021181608,0.000005170665],"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":[0.00006673178,0.00016966932,0.0056900824,0.00039548174,0.00023688663,0.000010392636,0.000484987,0.00012252289,0.1075897,0.0008837964,0.004206933,0.8801428],"study_design_scores_gemma":[0.0051890835,0.0010248154,0.043321524,0.0022184642,0.00031241114,0.0002610355,0.001466918,0.0015937013,0.8653105,0.014640444,0.063946694,0.0007144357],"about_ca_topic_score_codex":0.0000355053,"about_ca_topic_score_gemma":0.000025056655,"teacher_disagreement_score":0.8794284,"about_ca_system_score_codex":0.000040134975,"about_ca_system_score_gemma":0.000055894176,"threshold_uncertainty_score":0.46074542},"labels":[],"label_agreement":null},{"id":"W2064230212","doi":"10.1115/detc2014-35575","title":"An Approach to Estimate the Detailed Deviation Zone in Coordinate Metrology Using Harmonic Function Properties","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Standard deviation; Metrology; Coordinate-measuring machine; Surface (topology); Laplace transform; Harmonic mean; Compensation (psychology); Point (geometry); Surface metrology; Algorithm; Mathematics; Computer science; Mathematical optimization; Applied mathematics; Mathematical analysis; Profilometer; Engineering; Geometry; Statistics; Mechanical engineering; Surface finish","score_opus":0.03424375153994964,"score_gpt":0.2712233530723904,"score_spread":0.2369796015324408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064230212","genre_codex":"methods","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":[0.4320706,0.000056621302,0.56653434,0.000027247577,0.00006319731,0.00017483713,7.429225e-8,0.00025487496,0.0008182096],"genre_scores_gemma":[0.9660467,0.0000036111403,0.033650607,0.000114045564,0.000031943946,0.00009429299,0.0000031387292,0.00002062066,0.00003502657],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993138,0.00007566108,0.00016300319,0.00014962994,0.00007703429,0.00022089868],"domain_scores_gemma":[0.9997177,0.0000125113365,0.000021295715,0.00017828718,0.000036539677,0.000033639597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005404489,0.00011564956,0.00014874169,0.000119497214,0.000056675446,0.000015534773,0.000102860264,0.00007114421,0.0000058432934],"category_scores_gemma":[0.000035290264,0.00007862147,0.000018859886,0.00020257694,0.000021459779,0.00018202252,0.000013764296,0.00012259954,0.000006272378],"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":[0.00008604338,0.000055411638,0.014082168,0.000037177848,0.000032517284,2.1677558e-7,0.000163095,0.37272933,0.59139603,0.002297513,0.00004304482,0.019077454],"study_design_scores_gemma":[0.00034174763,0.00015374162,0.019039875,0.000009134763,0.000035913192,0.0000029362766,0.000051948628,0.9184228,0.060569838,0.00053288194,0.0006628054,0.00017637244],"about_ca_topic_score_codex":0.00001821942,"about_ca_topic_score_gemma":0.00009489668,"teacher_disagreement_score":0.5456935,"about_ca_system_score_codex":0.00007861721,"about_ca_system_score_gemma":0.000005473017,"threshold_uncertainty_score":0.32060906},"labels":[],"label_agreement":null},{"id":"W2064779333","doi":"10.1061/(asce)0733-9453(2004)130:4(179)","title":"Hidden Point Bar Method for Precise Heighting","year":2004,"lang":"en","type":"article","venue":"Journal of Surveying Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bar (unit); Point (geometry); Computer science; Calibration; Field (mathematics); Orientation (vector space); Set (abstract data type); Algorithm; Computer vision; Mathematics; Geometry; Physics; Statistics","score_opus":0.024546754493912793,"score_gpt":0.27157607886009344,"score_spread":0.24702932436618064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064779333","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":[0.04415556,0.00091876526,0.9537549,0.000047351747,0.0006271342,0.00012562869,0.0000024167682,0.00023671234,0.00013153382],"genre_scores_gemma":[0.464143,0.00006879757,0.5354779,0.000010027998,0.00023508501,0.000008970333,9.933955e-7,0.000047882135,0.0000073567453],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999015,0.000015606707,0.00043901862,0.00008941155,0.00016447119,0.00027650504],"domain_scores_gemma":[0.99937886,0.00017936264,0.000101327794,0.00011015223,0.00013908485,0.00009121877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015922118,0.00016416071,0.000315876,0.00024387606,0.00003448478,0.000019902469,0.00016099703,0.000083797204,0.0000044660032],"category_scores_gemma":[0.00033996467,0.00015555325,0.00014761338,0.00012619756,0.000006113593,0.00029591186,0.000013929354,0.00027931447,9.801516e-7],"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":[0.000033046326,0.000022882687,0.00034762925,0.00018855074,0.00017773305,0.000021425702,0.0002241636,0.69791687,0.28388584,0.00047478828,0.00023794253,0.016469125],"study_design_scores_gemma":[0.0050728302,0.0006314588,0.0051402873,0.0012574984,0.00022587371,0.00052111805,0.0001357545,0.056887086,0.9073376,0.0056332233,0.015870057,0.0012872069],"about_ca_topic_score_codex":0.0000016200757,"about_ca_topic_score_gemma":0.0000012304114,"teacher_disagreement_score":0.6410298,"about_ca_system_score_codex":0.00018369513,"about_ca_system_score_gemma":0.000021954393,"threshold_uncertainty_score":0.6343277},"labels":[],"label_agreement":null},{"id":"W2066216562","doi":"10.1016/s0021-9290(00)00044-0","title":"Calibration of position and angular data from a magnetic tracking device","year":2000,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transmitter; Calibration; Orientation (vector space); Position (finance); Tracking (education); Angular displacement; Noise (video); Range (aeronautics); Observational error; Computer science; Acoustics; Physics; Mathematics; Computer vision; Telecommunications; Statistics; Materials science; Geometry","score_opus":0.030374024506074813,"score_gpt":0.25343588891977953,"score_spread":0.2230618644137047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066216562","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":[0.7515697,0.0067829615,0.2412762,0.000055082983,0.000110433844,0.000059871636,0.00003211391,0.00003746443,0.00007620604],"genre_scores_gemma":[0.9770431,0.001159771,0.021680461,0.00002686337,0.00006091178,2.9416745e-7,0.000015312056,0.00000917955,0.0000041111393],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995643,0.000014057337,0.00021228075,0.000050633746,0.000099390774,0.00005935077],"domain_scores_gemma":[0.999747,0.00001428,0.00006536369,0.00011126249,0.00003478507,0.000027325872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016789022,0.000052544947,0.00011579934,0.00008227723,0.000011677537,0.000007743747,0.00009831641,0.000053927288,0.00006318911],"category_scores_gemma":[0.000010221792,0.000049414935,0.000016347787,0.00008171697,0.000007514846,0.00028416258,0.000009144707,0.000074736854,3.3836758e-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":[0.000020699179,0.000012730986,0.000016026452,0.000014303328,0.000019650455,0.000005265417,0.000042408094,0.000034266257,0.7998511,0.000010031012,0.00011175891,0.19986172],"study_design_scores_gemma":[0.00065485225,0.000421329,0.00019923973,0.00015945896,0.00016202309,0.00007245172,0.000046772722,0.1900095,0.79899806,0.005920674,0.0032055357,0.00015009196],"about_ca_topic_score_codex":0.0000026298135,"about_ca_topic_score_gemma":0.0000026053117,"teacher_disagreement_score":0.22547343,"about_ca_system_score_codex":0.000013672039,"about_ca_system_score_gemma":0.000006829148,"threshold_uncertainty_score":0.20150825},"labels":[],"label_agreement":null},{"id":"W2067900291","doi":"10.1016/j.rcim.2011.09.004","title":"Development of a touch probe based on five-dimensional force/torque transducer for coordinate measuring machine (CMM)","year":2011,"lang":"en","type":"article","venue":"Robotics and Computer-Integrated Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Stylus; Transducer; Torque; Stiffness; Compensation (psychology); Calibration; Coordinate-measuring machine; Acoustics; Contact force; Computer science; Control theory (sociology); Physics; Mechanical engineering; Engineering; Artificial intelligence; Classical mechanics; Structural engineering","score_opus":0.03069276216670202,"score_gpt":0.21193771334349812,"score_spread":0.1812449511767961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067900291","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":[0.0985369,0.000058667574,0.9002238,0.000013874176,0.00021196915,0.0004299586,0.000008744383,0.00028051806,0.00023559413],"genre_scores_gemma":[0.62627935,0.0000054664383,0.37355494,0.000029503108,0.000021574882,0.000035742683,0.000017142662,0.00003239917,0.00002384889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888265,0.000015656135,0.00036035085,0.00026818557,0.00015185843,0.00032132174],"domain_scores_gemma":[0.99955696,0.00004582552,0.000066477616,0.000161476,0.000078783276,0.00009045007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016429447,0.0002973421,0.00034397966,0.00019432096,0.000090469366,0.000013091562,0.00013349514,0.00011496472,0.000010574609],"category_scores_gemma":[0.0000044202566,0.0002592497,0.000079020305,0.000058396094,0.00003203339,0.00006915175,0.000023829652,0.00020370555,6.764669e-7],"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":[0.0008482217,0.00052356557,0.00050257595,0.0014843869,0.00065479643,0.000027892378,0.0017970527,0.7777848,0.07968439,0.0024692048,0.00017672138,0.1340464],"study_design_scores_gemma":[0.0007328415,0.0001725521,0.0005179149,0.00021443803,0.000030836072,0.000003102946,0.000008620439,0.3331371,0.66417503,0.00044800204,0.0002966013,0.0002629459],"about_ca_topic_score_codex":0.000009564372,"about_ca_topic_score_gemma":0.000024685762,"teacher_disagreement_score":0.58449066,"about_ca_system_score_codex":0.00007528072,"about_ca_system_score_gemma":0.000031170548,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W2068379473","doi":"10.1117/12.2057072","title":"Accurate astronomical atmospheric dispersion models in ZEMAX","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","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":"Herzberg Institute of Astrophysics","funders":"","keywords":"Zemax; Dispersion (optics); Atmospheric dispersion modeling; Optics; Computer science; Atmospheric model; Physics; Meteorology; Software","score_opus":0.01232690052581244,"score_gpt":0.22168878200484646,"score_spread":0.209361881479034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068379473","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":[0.99308705,0.00010531343,0.00278506,0.00038246549,0.00019338653,0.0003748637,0.000008582244,0.00020396816,0.002859287],"genre_scores_gemma":[0.82653445,0.0000992096,0.1728997,0.000033029675,0.0001948623,0.00012384068,0.0000046805035,0.00006003262,0.000050227492],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983582,1.3108335e-8,0.0005729952,0.00029150842,0.0003656163,0.00041169257],"domain_scores_gemma":[0.9991948,0.00008364564,0.0001497258,0.000055203935,0.00042024333,0.0000964052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053524465,0.00029452288,0.00040831932,0.000054264307,0.000037529513,0.000040571613,0.0006394126,0.00020162277,0.000007078466],"category_scores_gemma":[0.00019855236,0.00025907246,0.00037057156,0.00024408213,0.00013059936,0.0005955613,0.00009399638,0.0003475029,0.0000011999672],"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":[0.00010095364,0.00009795413,0.0014206825,0.0003828875,0.00022646587,4.274588e-8,0.0001351014,0.029703716,0.60221916,0.36277774,0.0016790956,0.0012562216],"study_design_scores_gemma":[0.0013173857,0.00027386026,0.0019256491,0.0002803885,0.00008600242,0.0000034492857,0.0003583814,0.8822941,0.104790024,0.004954199,0.003252717,0.00046381704],"about_ca_topic_score_codex":0.0000035115356,"about_ca_topic_score_gemma":2.3863046e-7,"teacher_disagreement_score":0.8525904,"about_ca_system_score_codex":0.00020969921,"about_ca_system_score_gemma":0.000010991568,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W2069514222","doi":"10.1115/imece2006-15165","title":"Optimal Architecture of Shack Hartmann Wave-Front Sensor for Microfluidic Applications","year":2006,"lang":"en","type":"article","venue":"Fluids Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Microscale chemistry; Microfluidics; Microsystem; Microelectromechanical systems; Seeding; Computer science; Materials science; Acoustics; Nanotechnology; Engineering; Physics; Aerospace engineering","score_opus":0.008650239210546546,"score_gpt":0.20333874972664395,"score_spread":0.1946885105160974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069514222","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":[0.024451274,0.0033046268,0.9703669,0.000018663732,0.000111457724,0.0004989091,0.0000427861,0.0007315594,0.00047385093],"genre_scores_gemma":[0.52470475,0.00013652931,0.47321483,0.000015450572,0.0005160455,0.0007386572,0.00010956404,0.00013428321,0.0004298891],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991842,0.000003395343,0.0002588991,0.00016292109,0.000090411086,0.00030020307],"domain_scores_gemma":[0.99962634,0.00003827433,0.000020327152,0.0002209753,0.00005108918,0.000042987413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009243243,0.00018866232,0.00022096197,0.00015826654,0.000030095523,0.000007090606,0.00010759394,0.00010331788,0.000011682796],"category_scores_gemma":[0.000011930206,0.00020352787,0.00009694102,0.0001003381,0.00002190278,0.000052999134,0.000015447158,0.00012511297,0.0000042560987],"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":[0.0000065098316,0.0000143498055,0.000039423307,0.00019826651,0.000023881817,7.518137e-7,0.000022329281,0.13503239,0.859956,0.0005811766,0.0027027554,0.0014221186],"study_design_scores_gemma":[0.00038535005,0.000054398435,0.0003891687,0.000038516857,0.000043840024,0.000009714267,0.0000065362856,0.025130672,0.8025963,0.00018006208,0.17086136,0.00030409667],"about_ca_topic_score_codex":0.0000020915013,"about_ca_topic_score_gemma":7.963125e-7,"teacher_disagreement_score":0.5002535,"about_ca_system_score_codex":0.00005081857,"about_ca_system_score_gemma":0.000006744749,"threshold_uncertainty_score":0.8299626},"labels":[],"label_agreement":null},{"id":"W2070844749","doi":"10.1115/1.4028405","title":"Isotropic Accelerometer Strapdowns and Related Algorithms for Rigid-Body Pose and Twist Estimation","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Mechanics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Accelerometer; Acceleration; Isotropy; Rigid body; Centroid; Angular velocity; Angular acceleration; Polyhedron; Computer science; Planar; Mathematics; Algorithm; Physics; Geometry; Classical mechanics; Optics","score_opus":0.011402190459185297,"score_gpt":0.23412837430728253,"score_spread":0.22272618384809723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070844749","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":[0.06701107,0.00020338703,0.93183917,0.000038274477,0.00023498824,0.00019040078,0.0000023735645,0.00007467652,0.00040567998],"genre_scores_gemma":[0.8572483,0.00020074144,0.14241551,0.00003137992,0.000065410866,0.000008138228,0.0000020372458,0.000021273716,0.000007201948],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99939775,0.000006100147,0.0002734795,0.000084129846,0.00010080206,0.00013774582],"domain_scores_gemma":[0.99964595,0.000036537847,0.00012100227,0.00007358965,0.000053415064,0.00006948447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032841973,0.00011353299,0.00021537926,0.00013338706,0.000039523966,0.000018843299,0.000060885286,0.00010912444,0.0000043677182],"category_scores_gemma":[0.000025245892,0.000101115016,0.00003361864,0.00005837769,0.000012541011,0.000114824295,0.000011431721,0.00017077435,4.927732e-7],"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":[0.00020843954,0.000069187874,0.000024355106,0.00026902845,0.00032288814,0.000004836993,0.00032875358,0.0031118286,0.5869492,0.08683136,0.00060286006,0.32127723],"study_design_scores_gemma":[0.0042427946,0.0012886543,0.00032438323,0.0000950346,0.00037461804,0.00013843752,0.00009244516,0.37954187,0.15259199,0.45363298,0.0071864426,0.0004903183],"about_ca_topic_score_codex":1.3732159e-7,"about_ca_topic_score_gemma":3.386968e-7,"teacher_disagreement_score":0.79023725,"about_ca_system_score_codex":0.000029379997,"about_ca_system_score_gemma":0.0000054775137,"threshold_uncertainty_score":0.41233507},"labels":[],"label_agreement":null},{"id":"W2072328955","doi":"10.1080/00207540210133435","title":"Automatic sampling for CMM inspection planning of free-form surfaces","year":2002,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":140,"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":"Sampling (signal processing); Process (computing); Heuristic; Surface (topology); Coordinate-measuring machine; Algorithm; Curvature; Computer science; Engineering drawing; Free form; Engineering; Computer vision; Artificial intelligence; Mathematics; Mechanical engineering; Geometry","score_opus":0.21868023793597532,"score_gpt":0.4244762453745262,"score_spread":0.2057960074385509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072328955","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":[0.9358901,0.001235603,0.058466364,0.0010518318,0.0021801628,0.00022797615,0.0000048020556,0.00012646282,0.0008166934],"genre_scores_gemma":[0.9793443,0.0002595731,0.01968458,0.0000039563706,0.00058728684,0.000009947322,0.0000012748426,0.000012752372,0.00009634659],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988256,0.000026452179,0.0003507141,0.000075870994,0.0005871773,0.00013415237],"domain_scores_gemma":[0.99857146,0.00009638064,0.00011810907,0.00009261049,0.0010916035,0.000029851724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309473,0.000058114154,0.00011843341,0.00058372086,0.000046390196,0.000017905308,0.00025752693,0.000044002296,0.000050664803],"category_scores_gemma":[0.00083677314,0.000053949025,0.000055702756,0.000157322,0.00005447797,0.00031377588,0.000020436293,0.00026028976,0.0000014630906],"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":[0.00021855271,0.00025984627,0.006465688,0.0002570234,0.0006326511,0.000008668218,0.001972458,0.07078082,0.7672811,0.0010581687,0.043300413,0.107764594],"study_design_scores_gemma":[0.001586704,0.00077422464,0.005473107,0.0006463902,0.00003586762,0.00022707264,0.0008010429,0.0687073,0.8701694,0.021698784,0.029623402,0.00025670312],"about_ca_topic_score_codex":0.0000021981564,"about_ca_topic_score_gemma":0.0000018466675,"teacher_disagreement_score":0.10750789,"about_ca_system_score_codex":0.00016493918,"about_ca_system_score_gemma":0.000013213439,"threshold_uncertainty_score":0.21999773},"labels":[],"label_agreement":null},{"id":"W2074686906","doi":"10.1007/s00170-010-3046-z","title":"Surface probing simulator for the evaluation of CMM probe radius correction software","year":2010,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"RADIUS; Metrology; Software; Coordinate-measuring machine; Surface (topology); Coordinate system; Dimensional metrology; Simulation; Computer science; Measurement uncertainty; Engineering; Optics; Engineering drawing; Mechanical engineering; Geometry; Physics; Mathematics; Computer vision","score_opus":0.019812098066444347,"score_gpt":0.2897079371855682,"score_spread":0.26989583911912385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074686906","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":[0.76165694,0.00040371236,0.23306844,0.00074965245,0.003467932,0.00045827657,0.0000028109837,0.00016176772,0.000030449228],"genre_scores_gemma":[0.9716646,0.00010479881,0.027981099,0.000021137825,0.0001503364,0.000032890654,0.0000013704812,0.000022475599,0.000021311344],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998952,0.000016085494,0.00037622493,0.000091882626,0.0004132113,0.00015064157],"domain_scores_gemma":[0.99846697,0.0002878818,0.0003408495,0.00021340906,0.00067380985,0.000017101465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010782772,0.00012364631,0.0001704806,0.00019476337,0.00006552849,0.000011818839,0.0006823913,0.00011968907,0.000012636269],"category_scores_gemma":[0.0005980581,0.0000793247,0.00008960442,0.00007734331,0.000110982975,0.00017775077,0.00004727399,0.0005351348,5.5358464e-7],"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":[0.00010466082,0.000020886448,0.00012990557,0.000009825454,0.00017133649,6.9028886e-7,0.000070882714,0.43943915,0.41051686,0.00029819427,0.00016257177,0.14907503],"study_design_scores_gemma":[0.0007330205,0.00008790321,0.00030881772,0.000043852724,0.000082677165,0.00007623746,0.000094278854,0.011512708,0.96386933,0.018282494,0.0048270477,0.00008162991],"about_ca_topic_score_codex":0.0000012865974,"about_ca_topic_score_gemma":0.000017306995,"teacher_disagreement_score":0.5533525,"about_ca_system_score_codex":0.00012360374,"about_ca_system_score_gemma":0.000049004222,"threshold_uncertainty_score":0.32347676},"labels":[],"label_agreement":null},{"id":"W2074699381","doi":"10.1299/jsmec.47.1175","title":"Real-Time Estimation of Ball-Screw Thermal Elongation Based upon Temperature Distribution of Ball-Screw","year":2004,"lang":"en","type":"article","venue":"JSME International Journal Series C","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MD Precision (Canada)","funders":"","keywords":"Elongation; Ball (mathematics); Thermal; Ball screw; Materials science; Composite material; Mechanics; Optics; Physics; Thermodynamics; Geometry; Acoustics; Mathematics; Ultimate tensile strength","score_opus":0.005673701615180729,"score_gpt":0.2336786754704627,"score_spread":0.22800497385528196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074699381","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":[0.91976655,0.000089616755,0.07796789,0.0005094958,0.0004311038,0.00014069806,0.00006214181,0.00015239003,0.0008800984],"genre_scores_gemma":[0.9818505,0.00017929944,0.0174496,0.000021354805,0.00016408808,0.000008636829,0.00026600203,0.000020394173,0.0000400907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879164,0.00003388124,0.00046980596,0.000101687016,0.00045373492,0.00014926969],"domain_scores_gemma":[0.9991291,0.000027757973,0.00024360018,0.00010340613,0.0004428778,0.000053238015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029969175,0.00015219033,0.00020462245,0.00013884087,0.00005032631,0.000028938695,0.00021734033,0.00013163697,0.00011253088],"category_scores_gemma":[0.000106812535,0.00014301253,0.0001074077,0.00012210984,0.000050361126,0.0005720445,0.000017317128,0.0002298581,0.0000041863996],"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":[0.00028451133,0.000071280374,0.0003990269,0.00003285305,0.00013267934,0.000011126562,0.00009840583,0.26973066,0.72367036,0.0020770356,0.00017478646,0.0033172497],"study_design_scores_gemma":[0.0019137568,0.0003619026,0.028865183,0.0004409427,0.00006819466,0.00009764427,0.000050002243,0.00835763,0.95393974,0.0046907435,0.0009144138,0.00029985793],"about_ca_topic_score_codex":0.000008849638,"about_ca_topic_score_gemma":0.0000059336185,"teacher_disagreement_score":0.261373,"about_ca_system_score_codex":0.0002849216,"about_ca_system_score_gemma":0.00006575718,"threshold_uncertainty_score":0.5831882},"labels":[],"label_agreement":null},{"id":"W2077168742","doi":"10.1115/imece2013-66767","title":"High Accuracy, Low-Invasive Displacement Sensor (HALIDS)","year":2013,"lang":"en","type":"article","venue":"Volume 2A: Advanced Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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 Calgary","funders":"","keywords":"Inertial measurement unit; Computer science; Gyroscope; Accelerometer; Proximity sensor; Fixture; Displacement (psychology); Units of measurement; SIGNAL (programming language); Computer vision; Artificial intelligence; Engineering; Physics","score_opus":0.00661678821697984,"score_gpt":0.20537596369914446,"score_spread":0.19875917548216462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077168742","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":[0.9480141,0.0003284635,0.04540017,0.00017833497,0.00094670366,0.001018971,0.000014933947,0.0021206837,0.0019776565],"genre_scores_gemma":[0.9635955,0.0002860736,0.032477766,0.00019438335,0.00021714398,0.00045104578,0.000036089474,0.00011579106,0.0026261674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979312,0.000029395953,0.00045232254,0.00046116253,0.0003046037,0.0008213598],"domain_scores_gemma":[0.99893284,0.00012382468,0.00011015271,0.0005591418,0.00007135716,0.00020267421],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010861324,0.00047422244,0.00043176295,0.00026745728,0.00015085733,0.00006148041,0.0003036024,0.00013463023,0.00073026994],"category_scores_gemma":[0.00007585608,0.0004734619,0.0001250106,0.00013871139,0.00006710622,0.00084898877,0.000100890495,0.0003976109,0.0005408403],"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":[0.000084479536,0.00015263837,0.0021620577,0.0007194765,0.00035540198,0.00007579704,0.00041420024,0.13518523,0.7056965,0.0003066467,0.012509289,0.14233828],"study_design_scores_gemma":[0.0008140133,0.000085542975,0.003685859,0.00010778422,0.000032058426,0.0000072628704,0.00008966311,0.00066226744,0.9650827,0.0019791215,0.026805235,0.0006484959],"about_ca_topic_score_codex":0.000037218517,"about_ca_topic_score_gemma":0.000046290996,"teacher_disagreement_score":0.25938618,"about_ca_system_score_codex":0.00028910625,"about_ca_system_score_gemma":0.000015043013,"threshold_uncertainty_score":0.9997717},"labels":[],"label_agreement":null},{"id":"W2085280799","doi":"10.1109/carpi.2012.6473358","title":"Noise characterization of depth sensors for surface inspections","year":2012,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Payload (computing); Noise (video); Context (archaeology); Computer science; Robot; Computer vision; Artificial intelligence; Acoustics; Real-time computing; Geology; Physics; Image (mathematics)","score_opus":0.03316718780086384,"score_gpt":0.2660396546651718,"score_spread":0.232872466864308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085280799","genre_codex":"methods","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":[0.4282422,0.00006454218,0.5658617,0.000013394367,0.00060544437,0.00046610684,0.00004572384,0.0006947511,0.0040061288],"genre_scores_gemma":[0.96644664,0.00023831008,0.03261716,0.0000072091743,0.00011240469,0.00007206337,0.00016831527,0.00003923327,0.00029866243],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994598,0.000008469493,0.00020211698,0.00011464288,0.000064066146,0.00015091112],"domain_scores_gemma":[0.9995969,0.000016426791,0.00006509891,0.000199821,0.000088093606,0.00003364664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001073396,0.00014413153,0.00021678155,0.00007967828,0.000018972956,0.0000040804803,0.00007356771,0.00021529403,0.000023876515],"category_scores_gemma":[0.000012840788,0.00014764936,0.0000781861,0.0000498575,0.000018542989,0.00006406228,0.000034210665,0.00015942335,0.0000023963435],"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":[0.000010308198,0.0000352896,0.0029142885,0.00035022615,0.0000789413,7.24019e-8,0.00009904244,0.0107683,0.9835444,0.00070673117,0.00017655425,0.0013158171],"study_design_scores_gemma":[0.00018972669,0.000023078414,0.012703457,0.000055243832,0.00009930842,8.598739e-7,0.000012017933,0.005908877,0.97176933,0.0005308343,0.008395685,0.0003116043],"about_ca_topic_score_codex":0.0000035426406,"about_ca_topic_score_gemma":0.000008019462,"teacher_disagreement_score":0.53820443,"about_ca_system_score_codex":0.000053722193,"about_ca_system_score_gemma":0.000010336483,"threshold_uncertainty_score":0.6020967},"labels":[],"label_agreement":null},{"id":"W2088121103","doi":"10.1111/j.1747-1567.2009.00576.x","title":"MODELING AND EXPERIMENTAL VALIDATION OF MACHINE TOOL MOTION ERRORS USING DEGREE OPTIMIZED POLYNOMIAL INCLUDING MOTION HYSTERESIS","year":2009,"lang":"en","type":"article","venue":"Experimental Techniques","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Hysteresis; Degree (music); Polynomial; Motion (physics); Computer science; Model validation; Control theory (sociology); Biological system; Mathematics; Artificial intelligence; Physics; Mathematical analysis; Acoustics","score_opus":0.06125362274346109,"score_gpt":0.3169386874332109,"score_spread":0.25568506468974983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088121103","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":[0.719324,0.0010210034,0.27806267,0.0000073171873,0.00006570244,0.00038351768,0.0000039423585,0.00075074815,0.00038114216],"genre_scores_gemma":[0.848778,0.00004268681,0.15101844,0.000017149594,0.00005075843,0.000037941223,0.000019444858,0.000032821048,0.0000027557764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884164,0.0000451855,0.00042827192,0.00025698217,0.00019706585,0.00023086756],"domain_scores_gemma":[0.999642,0.00000872851,0.000083662344,0.00018240034,0.000033572465,0.000049620816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002289877,0.00026554655,0.00031538276,0.00026780093,0.000106650805,0.000022256256,0.00010620606,0.00013252874,0.00001654626],"category_scores_gemma":[0.000011737697,0.00028755196,0.00007720257,0.000116231764,0.000045473265,0.0005304386,0.000050384446,0.00013086497,3.1757475e-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":[0.000079132784,0.000082693165,0.00008885014,0.000011921627,0.0000151251625,0.0000013133204,0.00022118154,0.0051596374,0.99019605,0.000032393276,0.00001141453,0.0041003106],"study_design_scores_gemma":[0.00042832896,0.00018396745,0.000025778223,0.00006065361,0.00001560548,0.0000104744,0.0001357645,0.12113115,0.8776784,0.000100213474,0.000005207403,0.00022447637],"about_ca_topic_score_codex":0.000032752643,"about_ca_topic_score_gemma":3.9039108e-7,"teacher_disagreement_score":0.12945403,"about_ca_system_score_codex":0.00027239948,"about_ca_system_score_gemma":0.0000054746147,"threshold_uncertainty_score":0.9999577},"labels":[],"label_agreement":null},{"id":"W2089574688","doi":"10.1115/1.1565075","title":"Minimum-Zone Form Tolerance Evaluation Using Rigid-Body Coordinate Transformation","year":2003,"lang":"en","type":"article","venue":"Journal of Computing and Information Science in Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"AUTO21 Network of Centres of Excellence","keywords":"Convergence (economics); Transformation (genetics); Coordinate system; Algorithm; Function (biology); Simplex; Mathematics; Mathematical optimization; Simplex algorithm; Least-squares function approximation; Stability (learning theory); Applied mathematics; Computer science; Linear programming; Geometry; Statistics","score_opus":0.016375385471358913,"score_gpt":0.2775375381744401,"score_spread":0.2611621527030812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089574688","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":[0.5447794,0.000075545635,0.45423752,0.000004927534,0.00026856005,0.00006567011,1.3697917e-7,0.000025798856,0.00054242765],"genre_scores_gemma":[0.9811471,0.000057926434,0.018755706,0.000013169249,0.000020586296,9.615835e-7,3.6197554e-7,0.0000039042984,2.785602e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887323,0.000010651146,0.00052629504,0.00004128718,0.00036141547,0.00018713617],"domain_scores_gemma":[0.9994766,0.00002913862,0.00013433961,0.000051320352,0.0002572784,0.00005134077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026599863,0.00008893132,0.0001428094,0.00067964563,0.000065750515,0.00005569975,0.00008973995,0.000038781134,0.0000017233971],"category_scores_gemma":[0.00017309705,0.00008579793,0.000023102592,0.00055982306,0.000030452184,0.004718633,0.000005256874,0.00016838199,3.5764734e-7],"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":[0.0000030203455,0.0000035358817,0.00034517722,0.00004518361,0.0000027246797,2.605664e-7,0.0012052599,0.9716911,0.01509358,0.0006041458,0.0000025230927,0.011003509],"study_design_scores_gemma":[0.0004606881,0.000032698463,0.0019240872,0.00012576637,0.000006834697,0.000061158375,0.000174012,0.9795464,0.016841892,0.000068563735,0.0006639117,0.000093970986],"about_ca_topic_score_codex":6.6870626e-7,"about_ca_topic_score_gemma":1.5687964e-7,"teacher_disagreement_score":0.4363677,"about_ca_system_score_codex":0.00017921337,"about_ca_system_score_gemma":0.00005363508,"threshold_uncertainty_score":0.3498738},"labels":[],"label_agreement":null},{"id":"W2094987939","doi":"10.1063/1.2337094","title":"Optical transfer cavity stabilization using current-modulated injection-locked diode lasers","year":2006,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":60,"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":"Laser; Materials science; Diode; Optoelectronics; Optics; Distributed feedback laser; Optical cavity; Semiconductor laser theory; Laser power scaling; Tunable laser; Wavelength; Physics","score_opus":0.02395398203937369,"score_gpt":0.2730673398418866,"score_spread":0.2491133578025129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094987939","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":[0.97737014,0.0036139432,0.016938522,0.000007124383,0.0009889115,0.0004597883,0.000015753696,0.00017530106,0.0004305346],"genre_scores_gemma":[0.99618864,0.0015535369,0.0020845407,0.000007802661,0.000025440031,0.000015168437,0.00008381081,0.000016769,0.000024261244],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987738,0.000033962984,0.0004288837,0.00021935144,0.0003161791,0.00022779685],"domain_scores_gemma":[0.9995567,0.0000054953016,0.000042192114,0.00021591973,0.00013544131,0.00004422379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045769478,0.00014274292,0.00025754198,0.00014531195,0.00009651755,0.000018222996,0.000112166315,0.000054854456,0.000040302377],"category_scores_gemma":[0.00002695076,0.0001370572,0.00008369908,0.0005790985,0.00013044821,0.00023823003,0.000013386862,0.00011080545,0.0000047827957],"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":[0.000019784567,0.00039192638,0.015875604,0.012294716,0.00008064396,0.0000020280434,0.00005804981,0.0038367421,0.6107989,0.00092737545,0.0011119129,0.35460234],"study_design_scores_gemma":[0.0016361559,0.00011530506,0.00808301,0.0124075925,0.00046930872,0.00001922724,0.00002078675,0.050105717,0.8962709,0.0012776663,0.028543178,0.0010511806],"about_ca_topic_score_codex":0.0000067585847,"about_ca_topic_score_gemma":0.000007229535,"teacher_disagreement_score":0.35355115,"about_ca_system_score_codex":0.00014070034,"about_ca_system_score_gemma":0.000028861461,"threshold_uncertainty_score":0.55890304},"labels":[],"label_agreement":null},{"id":"W2099213543","doi":"10.1364/ao.49.002686","title":"Spatial dependence of surface error slopes on tolerancing panoramic lenses","year":2010,"lang":"en","type":"article","venue":"Applied Optics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":14,"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":"Optics; Distortion (music); Lens (geology); Surface (topology); Spatial frequency; Entrance pupil; Monte Carlo method; Focal length; Geometrical optics; Field of view; Computer science; Materials science; Physics; Pupil; Geometry; Mathematics","score_opus":0.013229504262635935,"score_gpt":0.23079669837810798,"score_spread":0.21756719411547204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099213543","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":[0.9145262,0.000030333988,0.07428154,0.000010661875,0.00028828738,0.00015866266,0.0000035692665,0.00030878384,0.010391932],"genre_scores_gemma":[0.9384929,0.000028881406,0.06133583,0.000029426212,0.00005329943,0.000008289042,0.0000029387954,0.000025769827,0.000022665154],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936414,0.0000037112115,0.00017267112,0.00012536942,0.0001422773,0.00019185795],"domain_scores_gemma":[0.9996169,0.00005293426,0.000039211754,0.00022120036,0.000034446668,0.000035309404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112690155,0.00013079085,0.00017416556,0.00004214935,0.00003053437,0.00000604853,0.00013117341,0.000094755225,0.000015900665],"category_scores_gemma":[0.000021329999,0.00012984032,0.000034468263,0.0000693919,0.000050392624,0.000037032394,0.000017573964,0.00028617133,0.000012061346],"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":[0.000021247326,0.000019941317,0.000612284,0.000029741434,0.000018287732,0.000001117004,0.00006305233,0.012035296,0.9731476,0.0041972366,0.000036215093,0.009817997],"study_design_scores_gemma":[0.00023630064,0.0000483875,0.0007519585,0.000013692662,0.000020613605,0.0000012184768,0.00002714701,0.0019060705,0.9951569,0.000727291,0.00093786983,0.00017255731],"about_ca_topic_score_codex":0.0000070684023,"about_ca_topic_score_gemma":0.00007795033,"teacher_disagreement_score":0.02396668,"about_ca_system_score_codex":0.000014297746,"about_ca_system_score_gemma":0.000011074728,"threshold_uncertainty_score":0.5294735},"labels":[],"label_agreement":null},{"id":"W2100851665","doi":"10.1039/b712323j","title":"The quality of fiber counts using improved slides with relocatable fields","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Monitoring","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Toronto Metropolitan University","funders":"","keywords":"Fiber; Quality (philosophy); Computer science; Materials science; Physics; Composite material","score_opus":0.022962162691842144,"score_gpt":0.275860763352282,"score_spread":0.25289860066043984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100851665","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":[0.98488843,0.0011901165,0.012595465,0.000003330204,0.00031215794,0.00003579031,6.548187e-7,0.000011035042,0.0009630008],"genre_scores_gemma":[0.9912686,0.00019616609,0.008318667,0.0000015181345,0.00012678064,3.2008433e-7,7.1605534e-8,0.000008749936,0.00007917246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995262,0.0000065972126,0.00021014793,0.000028973804,0.0001282654,0.000099785466],"domain_scores_gemma":[0.9997522,0.000045733625,0.00010264089,0.00006806896,0.0000076312135,0.000023731549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039911768,0.000051729032,0.000088141955,0.000024391376,0.000035067387,0.0000037141917,0.00006182451,0.000033210494,0.000009427584],"category_scores_gemma":[0.000009125912,0.0000353304,0.000027101802,0.000024196259,0.000031809264,0.00008299831,0.000008729784,0.0001291714,6.8678156e-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":[0.000113067814,0.000030011048,0.052282326,0.000024487288,0.000101218364,0.0000062143904,0.000075135664,0.0019378662,0.91647995,0.000009064061,0.000045335404,0.028895328],"study_design_scores_gemma":[0.00037574294,0.00015254244,0.052972317,0.00008059587,0.00003564696,0.000023621367,0.00025879077,0.000074931224,0.94025004,0.00009550143,0.0055561895,0.0001241016],"about_ca_topic_score_codex":0.0000014925672,"about_ca_topic_score_gemma":6.041166e-7,"teacher_disagreement_score":0.028771227,"about_ca_system_score_codex":0.00008306094,"about_ca_system_score_gemma":0.0000035799521,"threshold_uncertainty_score":0.14407319},"labels":[],"label_agreement":null},{"id":"W2101049359","doi":"10.1364/ao.47.002750","title":"Control of spectral aberrations in a monochromator using a plane holographic chirped grating","year":2008,"lang":"en","type":"article","venue":"Applied Optics","topic":"Advanced Measurement and Metrology Techniques","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":"Université Laval","funders":"","keywords":"Monochromator; Optics; Grating; Holography; Physics; Diffraction grating; Blazed grating; Optical aberration; Wavelength; Materials science; Wavefront","score_opus":0.02158742985117712,"score_gpt":0.22352419180574956,"score_spread":0.20193676195457244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101049359","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":[0.8782235,0.00009000314,0.119321376,0.0000042015363,0.000037990198,0.00020681476,0.0000051867733,0.0001700576,0.0019408857],"genre_scores_gemma":[0.9474797,0.00004112143,0.052387435,0.000014534504,0.000027492588,0.000026666783,0.000004285237,0.000017105836,0.0000016180401],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994059,0.0000064554556,0.00023170689,0.00009200449,0.000077148485,0.00018678741],"domain_scores_gemma":[0.9997677,0.000026998392,0.00004327385,0.00011939446,0.000014640658,0.000027953836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007898924,0.00010532191,0.00020653153,0.00015745107,0.000038227947,0.0000023130617,0.00006445812,0.0000818909,0.0000029544294],"category_scores_gemma":[0.00001069669,0.00011306668,0.000029498427,0.000200343,0.000061961844,0.000039159368,0.0000058529286,0.00014452067,6.007652e-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":[0.00002175342,0.0000502201,0.007785966,0.000027404058,0.00004446959,0.000013953011,0.0003169427,0.038012303,0.9486883,0.0049114116,0.00002193812,0.00010532997],"study_design_scores_gemma":[0.007856648,0.00033854693,0.051182374,0.00012838682,0.00020928639,0.00016506831,0.0004668286,0.32887387,0.6005365,0.00870495,0.00014719668,0.0013902999],"about_ca_topic_score_codex":0.000004024842,"about_ca_topic_score_gemma":0.000015592728,"teacher_disagreement_score":0.34815177,"about_ca_system_score_codex":0.000024045901,"about_ca_system_score_gemma":0.000012975516,"threshold_uncertainty_score":0.46107253},"labels":[],"label_agreement":null},{"id":"W2103072712","doi":"10.1007/s00170-013-5527-3","title":"Airfoil profile reconstruction under the uncertainty of inspection data points","year":2013,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Airfoil; Industrial and production engineering; Computer science; Engineering; Engineering drawing; Data mining; Marine engineering; Mathematics; Mechanical engineering; Structural engineering","score_opus":0.016904079600675075,"score_gpt":0.2514091384127743,"score_spread":0.2345050588120992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103072712","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":[0.96014506,0.0003589305,0.031599205,0.0053336453,0.0015178396,0.00020563479,0.0000069569887,0.00026082937,0.0005719113],"genre_scores_gemma":[0.9877743,0.0004453115,0.01153534,0.0000671318,0.00012275433,0.000013283724,0.0000037088878,0.000015059105,0.000023101684],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990802,0.00002078324,0.00040296343,0.000105644685,0.000249032,0.00014142472],"domain_scores_gemma":[0.99893457,0.00007829979,0.00031389928,0.0004058625,0.00024947917,0.000017873524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031793822,0.00011539131,0.00016437423,0.00026596416,0.000056827448,0.0000136896015,0.0012812293,0.000089464374,0.00005458059],"category_scores_gemma":[0.00009083753,0.000069881135,0.000047221565,0.00007482158,0.00020815595,0.00041975657,0.00016185592,0.00044658984,0.0000061227497],"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":[0.00017183628,0.00007262939,0.00049838965,0.000027828093,0.0007782409,0.000007269567,0.00011439849,0.0771301,0.36238304,0.0069320183,0.0030783417,0.5488059],"study_design_scores_gemma":[0.00049960875,0.00009478416,0.0017319644,0.00008063821,0.000031604384,0.0003646743,0.0006269946,0.0017074653,0.90500486,0.08596912,0.0037766497,0.00011160893],"about_ca_topic_score_codex":0.000010299163,"about_ca_topic_score_gemma":0.000017716047,"teacher_disagreement_score":0.5486943,"about_ca_system_score_codex":0.00013851108,"about_ca_system_score_gemma":0.000020689611,"threshold_uncertainty_score":0.284967},"labels":[],"label_agreement":null},{"id":"W2103612890","doi":"10.1051/ijmqe/2012039","title":"Effect of sampling strategy on uncertainty and precision of flatness inspection studied by dynamic minimum deviation zone evaluation","year":2013,"lang":"en","type":"article","venue":"International Journal of Metrology and Quality Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flatness (cosmology); Computation; Sampling (signal processing); Measurement uncertainty; Algorithm; Point (geometry); Mathematical optimization; Mathematics; Data point; Computer science; Process (computing); Standard deviation; Statistics; Geometry; Computer vision","score_opus":0.023085338135426535,"score_gpt":0.33873189463487974,"score_spread":0.3156465564994532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103612890","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":[0.88118,0.0009955304,0.11731731,0.00003164798,0.0002944492,0.0001305346,0.000003851791,0.000022741657,0.000023955985],"genre_scores_gemma":[0.9983304,0.0003258277,0.0012793031,0.000004949846,0.000034660712,0.00000933253,0.0000067282654,0.0000074280656,0.0000013498169],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894273,0.00011500442,0.00048928516,0.00008557474,0.00028327375,0.00008415593],"domain_scores_gemma":[0.998902,0.00046231438,0.00023511198,0.000052419247,0.00031839684,0.000029740604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017679271,0.00010899687,0.000292983,0.00028656685,0.0000138566575,0.0000063791144,0.00007509708,0.00009720414,0.0000060919047],"category_scores_gemma":[0.00040585888,0.00009488043,0.00004189783,0.00006708944,0.00003328905,0.00017547667,0.000013545682,0.00017127804,1.4977564e-7],"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":[0.00040137733,0.00004621877,0.003975937,0.0001392753,0.00044979522,5.1607617e-7,0.00017032713,0.19194281,0.71292526,0.00033274232,0.000015919231,0.08959983],"study_design_scores_gemma":[0.0071827783,0.0046396162,0.13701732,0.00052352424,0.00037301859,0.00005196068,0.00024208702,0.48971406,0.35810208,0.0015470536,0.00013132437,0.00047513924],"about_ca_topic_score_codex":0.000010743446,"about_ca_topic_score_gemma":0.000004141932,"teacher_disagreement_score":0.35482314,"about_ca_system_score_codex":0.00009012602,"about_ca_system_score_gemma":0.00000737925,"threshold_uncertainty_score":0.38691115},"labels":[],"label_agreement":null},{"id":"W2109754442","doi":"10.1115/1.1824125","title":"Cross-Sectional Profiles and Volume Reconstructions of Soft Tissues Using Laser Beam Measurements","year":2004,"lang":"en","type":"letter","venue":"Journal of Biomechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital de l'Enfant-Jésus; Université Laval; Hôpital Notre-Dame; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Collimated light; Cross section (physics); Volume (thermodynamics); Optics; Beam (structure); Laser; Laser beams; Micrometer; Deformation (meteorology); Data acquisition; Materials science; Physics; Computer science","score_opus":0.03800747709001754,"score_gpt":0.26859520950275323,"score_spread":0.2305877324127357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109754442","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":[0.17474875,0.0052331006,0.80803174,0.002656537,0.0077003012,0.0007100008,0.00016877631,0.00065132725,0.00009947066],"genre_scores_gemma":[0.5245949,0.0011361183,0.4531346,0.004905647,0.014608251,0.000062679224,0.00011064465,0.0008883856,0.0005587772],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981028,0.0000150456935,0.00089333556,0.0001834729,0.000483473,0.00032190673],"domain_scores_gemma":[0.9991126,0.00004266323,0.00032032718,0.00015135361,0.00028258096,0.00009046171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040249346,0.0003217542,0.0006043515,0.00055443996,0.000051022285,0.00004175628,0.00019746741,0.00068899913,0.00005077271],"category_scores_gemma":[0.000117300035,0.0003213264,0.00020588383,0.00020437971,0.000069135844,0.0002608381,0.000037122354,0.0012631955,9.132796e-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":[0.00006359478,0.00008307357,0.0031979224,0.0023694925,0.001813709,0.00018508571,0.000042052554,0.2015268,0.77579635,0.000017186458,0.012190183,0.0027145492],"study_design_scores_gemma":[0.002375804,0.0007921256,0.0009519598,0.0024071303,0.0006242014,0.002608631,0.000013541375,0.013441004,0.8808105,0.0015450306,0.09270982,0.0017202661],"about_ca_topic_score_codex":0.0000052760274,"about_ca_topic_score_gemma":3.553739e-7,"teacher_disagreement_score":0.35489714,"about_ca_system_score_codex":0.0002947019,"about_ca_system_score_gemma":0.00006379138,"threshold_uncertainty_score":0.9999239},"labels":[],"label_agreement":null},{"id":"W2109773725","doi":"10.3901/cjme.2014.03.528","title":"Pre-deformation for assembly performance of machine centers","year":2014,"lang":"en","type":"article","venue":"Chinese Journal of Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Workspace; Machine tool; Deformation (meteorology); Mechanical engineering; Center of gravity; Component (thermodynamics); Function (biology); Volume (thermodynamics); Computer science; Engineering drawing; Engineering; Artificial intelligence; Materials science; Robot","score_opus":0.006779374781206458,"score_gpt":0.2235122452759647,"score_spread":0.21673287049475823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109773725","genre_codex":"methods","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":[0.46750978,0.00011944132,0.53188485,0.000010828473,0.00031983733,0.00006524537,0.000001271015,0.000057014644,0.000031729858],"genre_scores_gemma":[0.97036415,0.000090226415,0.029351663,0.000010162358,0.00014465573,0.0000060744223,0.0000021301776,0.000027257487,0.000003655462],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991383,0.000008285348,0.00047197883,0.00005329627,0.00016376465,0.00016436927],"domain_scores_gemma":[0.999508,0.000082335464,0.00013113055,0.00010216997,0.000106533385,0.0000698004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060545816,0.00014341505,0.0003196682,0.00016910545,0.000015932264,0.000004993749,0.00016220503,0.00007502457,0.0000027953708],"category_scores_gemma":[0.00024814057,0.000108169996,0.0001293924,0.00010872816,0.0000058264554,0.00025976196,0.000013547315,0.00019778105,3.2017317e-7],"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":[0.00013840369,0.000034804318,0.0006138708,0.0005540593,0.000095555675,5.1209497e-7,0.000054155917,0.3566767,0.6300862,0.0006003462,0.000052200077,0.011093191],"study_design_scores_gemma":[0.0007698407,0.00042670267,0.0010985305,0.00013465444,0.000029998142,0.000025540185,0.0000018831531,0.8536339,0.14286596,0.00020741117,0.0006819572,0.00012365633],"about_ca_topic_score_codex":2.3131011e-7,"about_ca_topic_score_gemma":3.294085e-7,"teacher_disagreement_score":0.5028544,"about_ca_system_score_codex":0.000045797988,"about_ca_system_score_gemma":0.000005730779,"threshold_uncertainty_score":0.44110444},"labels":[],"label_agreement":null},{"id":"W2112797918","doi":"10.1109/robot.1992.220313","title":"Identification of kinematic parameters of multiple closed chain robotic manipulators working in coordination","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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 Toronto","funders":"","keywords":"Kinematics; Robot; Identification (biology); Kinematic chain; Robot kinematics; Computer science; Calibration; Robot calibration; Artificial intelligence; Mechanism (biology); Robot manipulator; Control theory (sociology); Control engineering; Mathematics; Engineering; Mobile robot; Physics","score_opus":0.028001179410269167,"score_gpt":0.2395469133360185,"score_spread":0.21154573392574932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112797918","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":[0.6611479,0.00006710114,0.33791924,0.000004425689,0.00007806301,0.00019876295,9.737833e-8,0.00007373262,0.00051065657],"genre_scores_gemma":[0.98116106,0.000009586016,0.018768333,0.000002635439,0.0000017565429,0.000018779861,0.000001920603,0.000010688392,0.000025233503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935204,0.000029007178,0.00036225698,0.00007371839,0.00008706003,0.00009594458],"domain_scores_gemma":[0.999709,0.00005404893,0.00008114566,0.0001179486,0.000025488103,0.0000123737045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033376328,0.000068370864,0.00015971102,0.00021325826,0.000006565563,0.0000018952737,0.000048864073,0.000050635022,0.000006806877],"category_scores_gemma":[0.00015359525,0.000070539645,0.000028221668,0.0002361674,0.000017839699,0.000060491322,0.000002980948,0.000051304163,5.637344e-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":[0.0000068169575,0.000060242553,0.09653647,0.00018467689,0.000026154712,4.8816713e-7,0.00016992794,0.21563362,0.68024856,0.0048975297,0.00001598814,0.002219518],"study_design_scores_gemma":[0.0004500419,0.000023263434,0.019621959,0.00008195124,0.000016221196,5.312872e-7,0.000111657944,0.101157814,0.8764489,0.0019683992,0.000009155887,0.00011009138],"about_ca_topic_score_codex":0.0000056355025,"about_ca_topic_score_gemma":0.00003261664,"teacher_disagreement_score":0.32001314,"about_ca_system_score_codex":0.000040458788,"about_ca_system_score_gemma":0.0000030774802,"threshold_uncertainty_score":0.28765234},"labels":[],"label_agreement":null},{"id":"W2115350005","doi":"10.1109/icnn.1993.298815","title":"An approximation network for measurement systems","year":2002,"lang":"en","type":"article","venue":"IEEE International Conference on Neural Networks","topic":"Advanced Measurement and Metrology Techniques","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":"Université du Québec en Outaouais","funders":"","keywords":"Artificial neural network; Computer science; Calibration; Selection (genetic algorithm); Value (mathematics); Approximation algorithm; Artificial intelligence; Mathematical optimization; Algorithm; Machine learning; Mathematics; Statistics","score_opus":0.12012258819128406,"score_gpt":0.29304600272687537,"score_spread":0.1729234145355913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115350005","genre_codex":"methods","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":[0.009062372,0.00034359223,0.9753871,0.00016187482,0.0053941975,0.0006724689,0.000011038686,0.0007854682,0.008181914],"genre_scores_gemma":[0.996776,0.00012200681,0.0014008905,0.00013372513,0.0011533623,0.0002790139,0.000028054224,0.000029456305,0.000077524324],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890465,0.000031546515,0.0002529621,0.00020947088,0.00032335953,0.00027799568],"domain_scores_gemma":[0.9993972,0.000027420514,0.00006298353,0.00017355548,0.00026739578,0.00007142872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025295917,0.00017846665,0.00015875579,0.00006884131,0.00006627355,0.000074394244,0.00026209923,0.00010839888,0.000051450195],"category_scores_gemma":[0.00001361238,0.000173729,0.000054873955,0.00006716524,0.00002292174,0.00022045853,0.0000050143885,0.0001856315,0.0000063327175],"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":[0.000034558347,0.00003756232,0.0001292795,0.000011148413,0.00004681317,0.0000013766361,0.000019797151,0.9659801,0.002463144,0.009742202,0.008961022,0.012572962],"study_design_scores_gemma":[0.00027401125,0.00015370997,0.00006468001,0.000046240137,0.000010316687,0.0000029507983,0.000006676722,0.99608725,0.00041537566,0.0007907105,0.0019741636,0.0001739105],"about_ca_topic_score_codex":0.0000016968888,"about_ca_topic_score_gemma":0.00000785206,"teacher_disagreement_score":0.9877136,"about_ca_system_score_codex":0.000121048135,"about_ca_system_score_gemma":0.0000029204891,"threshold_uncertainty_score":0.70844626},"labels":[],"label_agreement":null},{"id":"W2120671162","doi":"10.1016/s0890-6955(03)00128-7","title":"Characterization of general systematic form errors for circular features","year":2003,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Characterization (materials science); Systematic error; Mathematics; Calculus (dental); Computer science; Engineering drawing; Engineering; Optics; Physics; Orthodontics; Statistics; Medicine","score_opus":0.01102205611627051,"score_gpt":0.2459197726524821,"score_spread":0.2348977165362116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120671162","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":[0.71590567,0.0013753466,0.28088364,0.00014477648,0.0009006414,0.00032810293,0.000068589914,0.000032194,0.0003610452],"genre_scores_gemma":[0.99511087,0.000250189,0.004367343,0.00007437075,0.000086379616,0.0000075505995,0.0000230188,0.000012126464,0.000068136396],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940944,0.000015119865,0.00029290776,0.000047403377,0.00016330836,0.00007183009],"domain_scores_gemma":[0.9995573,0.000028610819,0.00018363973,0.000047099224,0.0001535491,0.000029812665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021417538,0.000091809,0.00021628382,0.00011642654,0.000014648856,0.000017106375,0.000103746504,0.000056382687,0.000010068191],"category_scores_gemma":[0.00007973951,0.00006853569,0.000081591024,0.000018671946,0.000011589754,0.00018568391,0.0000054488546,0.00009896074,9.080124e-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":[0.00012793245,0.00006186631,0.0007117453,0.0026384098,0.0008234737,0.000015853202,0.00034213343,0.0018586626,0.9803629,0.0058697104,0.00035291346,0.0068344306],"study_design_scores_gemma":[0.0017717347,0.00024193585,0.009923419,0.000834509,0.00020119708,0.00046016672,0.000046341545,0.0008494791,0.96787,0.007963669,0.009564442,0.00027311852],"about_ca_topic_score_codex":5.3772857e-7,"about_ca_topic_score_gemma":0.0000012858006,"teacher_disagreement_score":0.2792052,"about_ca_system_score_codex":0.000028122828,"about_ca_system_score_gemma":0.000008266169,"threshold_uncertainty_score":0.27948046},"labels":[],"label_agreement":null},{"id":"W2125538214","doi":"10.1115/1.1751188","title":"Control-Oriented Modeling of Thermal Deformation of Machine Tools Based on Inverse Solution of Time-Variant Thermal Loads with Delayed Response","year":2004,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; McGill University; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machining; Machine tool; Computer science; Transient (computer programming); Solver; Control theory (sociology); Thermal; Displacement (psychology); Mechanical engineering; Engineering; Control (management); Physics","score_opus":0.008026221736558398,"score_gpt":0.19693971165824375,"score_spread":0.18891348992168536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125538214","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":[0.6788289,0.000029556013,0.3209932,0.000014083844,0.000036042555,0.000055405693,0.0000019019577,0.000018907074,0.000021996613],"genre_scores_gemma":[0.9878561,0.000009324356,0.012102704,0.000007929196,0.000012347001,0.0000011838257,4.4330557e-7,0.000009591088,3.818383e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905574,0.0000100771,0.00036598722,0.00006811974,0.00033517386,0.00016491917],"domain_scores_gemma":[0.99948317,0.000038392773,0.00017328937,0.00010030378,0.00015143682,0.00005340768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011962102,0.00011198856,0.0002302602,0.0004068833,0.000032337426,0.000006890438,0.00011691504,0.000043473032,0.0000018287617],"category_scores_gemma":[0.000073407035,0.00008523443,0.000040664745,0.00014558139,0.00006878927,0.0005010434,0.000009708838,0.00015170136,9.2279535e-8],"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":[0.0004204848,0.000010984352,0.000026060665,0.000026471285,0.000012727471,0.000002070729,0.000074615346,0.5807769,0.41832754,0.000008641497,1.4307527e-7,0.00031336883],"study_design_scores_gemma":[0.00080395414,0.00034115263,0.0012530466,0.00014857305,0.00001967074,0.000010026472,0.000012042778,0.50716907,0.49018002,0.0000065490544,0.000001750224,0.00005412795],"about_ca_topic_score_codex":0.000007074741,"about_ca_topic_score_gemma":7.59325e-7,"teacher_disagreement_score":0.3090272,"about_ca_system_score_codex":0.00009710936,"about_ca_system_score_gemma":0.00006285037,"threshold_uncertainty_score":0.34757593},"labels":[],"label_agreement":null},{"id":"W2125948572","doi":"10.1051/ijmqe/2013051","title":"Performance study of dimensionality reduction methods for metrology of nonrigid mechanical parts","year":2013,"lang":"en","type":"article","venue":"International Journal of Metrology and Quality Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metrology; Dimensionality reduction; Aerospace; Computer science; Coordinate-measuring machine; Artificial intelligence; Reduction (mathematics); Curse of dimensionality; Process (computing); Automotive industry; Dimensional metrology; Engineering drawing; Computer vision; Mechanical engineering; Engineering; Mathematics; Geometry","score_opus":0.04404298950805409,"score_gpt":0.3650482446317723,"score_spread":0.32100525512371825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125948572","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":[0.77235734,0.00029410026,0.22635296,0.000060467606,0.00074602995,0.00014195123,0.000002188899,0.000021602342,0.000023385175],"genre_scores_gemma":[0.9218854,0.00010809847,0.07786055,0.00001069347,0.000098681914,0.000022038932,0.0000016635884,0.0000097477005,0.000003145482],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986373,0.000121889425,0.0008113221,0.000106276326,0.00018318754,0.00014001486],"domain_scores_gemma":[0.99863005,0.0004133009,0.00029457372,0.00009983294,0.00051230966,0.00004995422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019483031,0.0001231865,0.00047429503,0.00032978773,0.000016954484,0.0000034382324,0.00017927028,0.000119410244,0.000015589418],"category_scores_gemma":[0.00040053186,0.000110847104,0.00009370398,0.00007959808,0.00004576379,0.00019997406,0.000032076077,0.00021312835,1.6358585e-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":[0.0005863746,0.00045160137,0.011017378,0.00018458162,0.0018225436,0.0000016660334,0.00043365764,0.042893365,0.9080777,0.0050222334,0.00005279676,0.029456096],"study_design_scores_gemma":[0.00829684,0.006578327,0.11995006,0.00014842217,0.0005627261,0.0002997261,0.0010006689,0.088251494,0.7664755,0.0055889837,0.002160621,0.00068664446],"about_ca_topic_score_codex":0.000009988309,"about_ca_topic_score_gemma":0.0000014206405,"teacher_disagreement_score":0.14952807,"about_ca_system_score_codex":0.000041605657,"about_ca_system_score_gemma":0.0000116570145,"threshold_uncertainty_score":0.45202136},"labels":[],"label_agreement":null},{"id":"W2131670848","doi":"10.1109/iecon.1995.483966","title":"A novel calibration technique for electro-optical proximity sensors","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Robustness (evolution); Calibration; Computer science; A priori and a posteriori; Transducer; Computer vision; Pose; Artificial intelligence; Electronic engineering; Acoustics; Engineering; Mathematics; Physics","score_opus":0.02761736834493402,"score_gpt":0.23639645793047437,"score_spread":0.20877908958554034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131670848","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":[0.0022104797,0.000037058147,0.9857996,0.00012438586,0.000036188554,0.0006445651,0.0000021172027,0.0010886162,0.010056999],"genre_scores_gemma":[0.64271194,0.00002146612,0.35605237,0.000075642565,0.00006272813,0.000506933,0.000004616279,0.000027316204,0.00053699495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994832,0.000003790924,0.00012182788,0.00011319173,0.000065852626,0.00021211509],"domain_scores_gemma":[0.9997885,0.000026030415,0.000010601674,0.00010732688,0.000029125655,0.00003837334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009964375,0.00009908791,0.00010435526,0.00006018663,0.000030548385,0.000007187039,0.000051228373,0.00010904831,0.00004815755],"category_scores_gemma":[0.00003992849,0.00009126124,0.000041101666,0.00008012679,0.000018020208,0.00014140662,0.0000050797107,0.000100781894,0.0000029587245],"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":[0.0000054587613,0.0000307941,0.00003381988,0.000018925832,0.000010404533,2.6799756e-7,0.000010536643,0.00018877476,0.9897447,0.005976455,0.0027206864,0.0012591702],"study_design_scores_gemma":[0.00018522546,0.000083443265,0.000016989981,0.000003846975,0.000009143781,0.0000073316437,0.000002328623,0.046352405,0.9457536,0.0012037248,0.006259549,0.00012246222],"about_ca_topic_score_codex":5.161631e-7,"about_ca_topic_score_gemma":0.0000022727463,"teacher_disagreement_score":0.64050144,"about_ca_system_score_codex":0.000042754455,"about_ca_system_score_gemma":0.0000023003927,"threshold_uncertainty_score":0.3721525},"labels":[],"label_agreement":null},{"id":"W2135337999","doi":"10.1051/0004-6361:20021117","title":"Elemental abundance analyses with DAO spectrograms","year":2002,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Brandon University; Dominion Astrophysical Observatory; Herzberg Institute of Astrophysics","funders":"Smithsonian Astrophysical Observatory; Citadel Foundation","keywords":"Physics; Astrophysics; Stars; Spectrogram; Astronomy; Abundance (ecology); Spectral line","score_opus":0.020059705759060978,"score_gpt":0.2295539126105462,"score_spread":0.20949420685148523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135337999","genre_codex":"methods","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":[0.2996917,0.00035966848,0.6973048,0.000015558446,0.000029114233,0.00009390509,0.000004421832,0.0002599407,0.0022409048],"genre_scores_gemma":[0.8356556,0.000040618495,0.16411725,0.000009438165,0.0000862596,0.000015725482,0.000007874018,0.000016541591,0.0000506721],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999463,0.000005631882,0.00008931886,0.00013386278,0.000072440154,0.00023573822],"domain_scores_gemma":[0.9997902,0.0000055185787,0.00002277743,0.00011648113,0.000011456757,0.000053575743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016692402,0.00014328021,0.00013753079,0.00003116277,0.000058650272,0.00002059134,0.000060748396,0.000020219624,0.000042408556],"category_scores_gemma":[4.474159e-7,0.00012645718,0.00002915988,0.00008780995,0.000061290586,0.00017227283,0.000011994048,0.00011709754,0.00000851173],"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":[0.000023492514,0.00011281663,0.010730579,0.000021391905,0.0002626492,0.000007785434,0.000104388164,0.003764486,0.04348003,0.0013829244,0.0004744611,0.939635],"study_design_scores_gemma":[0.003993615,0.0028232941,0.01160883,0.00013860107,0.00044154763,0.00003776974,0.0009325597,0.0071828538,0.42115915,0.0010530759,0.54868835,0.001940353],"about_ca_topic_score_codex":0.0000017117334,"about_ca_topic_score_gemma":0.0000020216658,"teacher_disagreement_score":0.93769467,"about_ca_system_score_codex":0.000020787513,"about_ca_system_score_gemma":0.0000016211301,"threshold_uncertainty_score":0.5156774},"labels":[],"label_agreement":null},{"id":"W2136716792","doi":"10.1109/tim.2006.870114","title":"Neural-Network-Based Adaptive Sampling of Three-Dimensional-Object Surface Elastic Properties","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":12,"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":"Artificial neural network; Self-organizing map; Adaptive sampling; Curse of dimensionality; Neural gas; Sampling (signal processing); Computer science; Dimensionality reduction; Artificial intelligence; Surface (topology); Set (abstract data type); Pattern recognition (psychology); Computer vision; Time delay neural network; Mathematics; Geometry","score_opus":0.05131570623221309,"score_gpt":0.23235708070275293,"score_spread":0.18104137447053983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136716792","genre_codex":"methods","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":[0.3346705,0.00028819076,0.6639679,0.000029191811,0.0003329836,0.0003473291,0.0000073569563,0.00021065638,0.00014587368],"genre_scores_gemma":[0.98918176,0.000019476784,0.010633268,0.00004272461,0.000023613331,0.00005879562,0.0000030857673,0.000024915682,0.000012371994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988587,0.000033834935,0.00031443694,0.00017938907,0.00040252533,0.0002111345],"domain_scores_gemma":[0.99961865,0.000026329859,0.00006203196,0.000112816124,0.00013526592,0.000044898414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002378153,0.00019043854,0.00019135697,0.000106958156,0.00012853404,0.000011558817,0.00004637232,0.0000653538,0.000020036392],"category_scores_gemma":[0.0000021709711,0.00017856108,0.000060888284,0.00015217162,0.000067566645,0.00011933389,5.7318186e-7,0.0001446574,0.0000020646999],"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":[0.0001115994,0.00006612178,0.0002222478,0.000041823456,0.000046561105,3.0937406e-7,0.000016918413,0.86672044,0.125493,0.000027141785,0.00003474444,0.0072190803],"study_design_scores_gemma":[0.0015790645,0.0004258941,0.0021535375,0.00025200797,0.00014282012,0.000003078477,0.000041015213,0.12102957,0.87360436,0.00031062387,0.0001224983,0.00033550616],"about_ca_topic_score_codex":0.000049256152,"about_ca_topic_score_gemma":0.00030227617,"teacher_disagreement_score":0.74811137,"about_ca_system_score_codex":0.00014347515,"about_ca_system_score_gemma":0.00003063293,"threshold_uncertainty_score":0.72815096},"labels":[],"label_agreement":null},{"id":"W2140529207","doi":"10.1109/cgi.1998.694285","title":"Computational metrology of the circle","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Concordia University","funders":"National Science Foundation","keywords":"Algorithm; Convergence (economics); Position (finance); Heuristic; Rate of convergence; Metrology; Computer science; Mathematical optimization; Computational complexity theory; Chebyshev filter; Minimax; Mathematics; Applied mathematics; Statistics","score_opus":0.016461615405936134,"score_gpt":0.20441723104628504,"score_spread":0.1879556156403489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140529207","genre_codex":"methods","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":[0.2435625,0.0008092742,0.5618333,0.0004911946,0.00038478468,0.0001784205,0.0000025924303,0.0006552491,0.19208266],"genre_scores_gemma":[0.99302214,0.000008042031,0.006728046,0.00008078709,0.000008817524,0.0000032335236,2.3061278e-7,0.0000038433436,0.00014484859],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999797,0.000006295973,0.00006260731,0.000030156623,0.00004735339,0.000056588044],"domain_scores_gemma":[0.99988973,0.00001660256,0.0000082776105,0.00006374812,0.000014128745,0.0000075016665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033139208,0.000026697713,0.00004832324,0.000022695396,0.000011149412,5.6612276e-7,0.00005804043,0.000022798395,0.00020082269],"category_scores_gemma":[0.000008285543,0.000020134099,0.00002234998,0.00006276958,0.000027302656,0.00001887369,0.0000070131227,0.000039682945,0.0000068479985],"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":[0.000012248042,0.00021811163,0.06967621,0.00010551309,0.00033893643,0.000002497563,0.00044078572,0.48160285,0.15303212,0.06661937,0.07702911,0.15092224],"study_design_scores_gemma":[0.0016207934,0.00020907825,0.15874797,0.0000199611,0.000072494,0.000024929042,0.000049821047,0.34413603,0.36884564,0.07009252,0.055682857,0.00049790053],"about_ca_topic_score_codex":4.9407737e-7,"about_ca_topic_score_gemma":0.0000014668502,"teacher_disagreement_score":0.7494596,"about_ca_system_score_codex":0.000007262654,"about_ca_system_score_gemma":6.64225e-7,"threshold_uncertainty_score":0.21988675},"labels":[],"label_agreement":null},{"id":"W2140812278","doi":"10.1109/plans.2004.1308980","title":"Initial calibration of an inertial measurement unit using an optical position tracking system","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":94,"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":"Inertial measurement unit; Accelerometer; Calibration; Kinematics; Position (finance); Acceleration; Computer vision; Computer science; Tracking (education); Quaternion; Inertial reference unit; Inertial frame of reference; Orientation (vector space); Units of measurement; Artificial intelligence; Gyroscope; Inertial navigation system; Control theory (sociology); Engineering; Mathematics; Physics; Aerospace engineering","score_opus":0.07994159815213168,"score_gpt":0.29484334769659204,"score_spread":0.21490174954446034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140812278","genre_codex":"methods","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":[0.4851178,0.000013293208,0.5137794,0.000004270546,0.000078119156,0.00009785143,9.675616e-7,0.00035636418,0.00055193953],"genre_scores_gemma":[0.9611731,9.5093503e-7,0.038648054,0.000012651112,0.00012185356,0.000006949916,0.0000147787705,0.00002129991,3.2683084e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918646,0.000031027022,0.00025259776,0.000115352945,0.00026178855,0.00015280615],"domain_scores_gemma":[0.99965113,0.000003426896,0.000031167845,0.00012773651,0.00011884072,0.0000677009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027508885,0.00011015414,0.00014319211,0.00011170872,0.000042881642,0.000014651736,0.000064118176,0.000100904,0.00000591496],"category_scores_gemma":[0.000011219408,0.00010931523,0.000027290147,0.00009828426,0.000024290242,0.00059154275,0.000006329706,0.00009091241,3.561756e-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":[0.000028569822,0.00006357553,0.00004663143,0.000048407535,0.0000153667,0.0000046616406,0.000073175324,0.10454079,0.88892484,0.0044146143,4.1373318e-7,0.0018389864],"study_design_scores_gemma":[0.00047443112,0.0002214114,0.00023706298,0.00007242713,0.000036979854,0.000019378755,0.00012461415,0.060561635,0.93790585,0.00021364308,0.0000035350477,0.00012906485],"about_ca_topic_score_codex":0.000032792716,"about_ca_topic_score_gemma":0.00006401299,"teacher_disagreement_score":0.47605535,"about_ca_system_score_codex":0.00020660053,"about_ca_system_score_gemma":0.000030214622,"threshold_uncertainty_score":0.44577459},"labels":[],"label_agreement":null},{"id":"W2141967931","doi":"10.1016/j.measurement.2011.09.025","title":"Reduced configuration set for the multi-step method applied to machine and probe error separation on a CMM","year":2011,"lang":"en","type":"article","venue":"Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Redundancy (engineering); Computer science; Separation (statistics); Set (abstract data type); Algorithm; Reliability engineering; Engineering; Machine learning","score_opus":0.1660015276470592,"score_gpt":0.3423843309479317,"score_spread":0.1763828033008725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141967931","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":[0.0027441937,0.00015928659,0.9931407,0.0001397013,0.00013567484,0.0021368905,0.000008255659,0.00025735018,0.001277961],"genre_scores_gemma":[0.8417558,0.000009010457,0.15661229,0.00018993564,0.00003910028,0.0013287739,0.000011493335,0.000018383684,0.00003522373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919516,0.000030755575,0.00018593975,0.00019321011,0.00021369704,0.00018121355],"domain_scores_gemma":[0.9996134,0.000028283555,0.000037833306,0.000169166,0.000098455224,0.00005287887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009841135,0.0001574849,0.00014483057,0.00005426464,0.00008413497,0.000012005136,0.00008096999,0.00005985358,0.000011536699],"category_scores_gemma":[0.000051617706,0.000106169384,0.000029864186,0.00007004603,0.00001028058,0.000041497166,0.000009073705,0.00009161725,0.000004821182],"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":[0.00022148625,0.00004737541,0.000042069187,0.000038294074,0.00007842855,1.8266994e-7,0.00096611504,0.00071210007,0.94789493,0.00074248016,0.00075113727,0.048505373],"study_design_scores_gemma":[0.0009588238,0.00032397144,0.002711513,0.000028596793,0.000088344306,0.0000012740372,0.00009917015,0.015790122,0.9603689,0.00024175172,0.01914145,0.00024611925],"about_ca_topic_score_codex":0.000009361058,"about_ca_topic_score_gemma":0.00013227429,"teacher_disagreement_score":0.8390116,"about_ca_system_score_codex":0.0000987998,"about_ca_system_score_gemma":0.00000900668,"threshold_uncertainty_score":0.43294618},"labels":[],"label_agreement":null},{"id":"W2149037520","doi":"10.1080/00207540210164459","title":"Theory and simulation for the identification of the link geometric errors for a five-axis machine tool using a telescoping magnetic ball-bar","year":2002,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":150,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machine tool; Offset (computer science); Ball (mathematics); Angular displacement; Algorithm; Position (finance); Computer science; Control theory (sociology); Engineering; Mathematics; Artificial intelligence; Geometry; Mechanical engineering","score_opus":0.0981055897831752,"score_gpt":0.3895141429819557,"score_spread":0.2914085531987805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149037520","genre_codex":"methods","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":[0.35555962,0.004261478,0.6361315,0.0019860098,0.0010669626,0.00095159234,0.00000999034,0.00001789666,0.000014904116],"genre_scores_gemma":[0.9944254,0.0003816696,0.0044828085,0.000008460957,0.0004764208,0.000029452338,8.9170805e-7,0.0000118810385,0.00018297951],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892795,0.0000756211,0.0003792013,0.000089453046,0.00042055768,0.000107187654],"domain_scores_gemma":[0.9979851,0.0005466812,0.00016159007,0.00010878954,0.0011833799,0.000014426777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003215397,0.000056711713,0.00008406854,0.00042178147,0.00011519048,0.000026957772,0.00022769925,0.000037457823,0.000016452641],"category_scores_gemma":[0.0030097105,0.000037774957,0.00006564974,0.00025200096,0.00008663068,0.00017375487,0.000025100435,0.00019078686,2.586434e-7],"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":[0.0005180053,0.000063168336,0.0010537191,0.00015360254,0.00025515087,5.31231e-7,0.0005821621,0.47197205,0.24822523,0.0010907608,0.00044915846,0.2756365],"study_design_scores_gemma":[0.0016047242,0.00034865062,0.006861037,0.00021501389,0.00010441902,0.00005878409,0.0002652336,0.8613386,0.1077896,0.013069757,0.008190621,0.00015353363],"about_ca_topic_score_codex":0.000001935405,"about_ca_topic_score_gemma":0.0000012764847,"teacher_disagreement_score":0.6388658,"about_ca_system_score_codex":0.00010421156,"about_ca_system_score_gemma":0.00001479668,"threshold_uncertainty_score":0.3603122},"labels":[],"label_agreement":null},{"id":"W2149307871","doi":"10.1109/tim.2009.2015643","title":"Selective Range Data Acquisition Driven by Neural-Gas Networks","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Artificial neural network; Cloud computing; Range (aeronautics); Sampling (signal processing); Artificial intelligence; Set (abstract data type); Real-time computing; Data acquisition; Data collection; Detector; Engineering; Telecommunications","score_opus":0.03160136716971288,"score_gpt":0.25550783976108615,"score_spread":0.22390647259137328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149307871","genre_codex":"methods","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":[0.028109908,0.00031365053,0.96922356,0.0003071414,0.0004434126,0.00047739974,0.000035952242,0.0004949186,0.0005940599],"genre_scores_gemma":[0.9973369,0.0007345659,0.0013201789,0.00043694023,0.00003763706,0.000052921263,0.000043387365,0.000018096935,0.0000193456],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989228,0.000042676224,0.00022348244,0.00026982036,0.00031918433,0.000221996],"domain_scores_gemma":[0.9995494,0.00001016309,0.000039547318,0.00024024711,0.000070825554,0.000089842426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022140995,0.00018942035,0.00015189362,0.000117793905,0.00015651956,0.00003095506,0.00011418729,0.000087378285,0.000028791508],"category_scores_gemma":[0.000001910811,0.00019772424,0.000032458072,0.00015600985,0.000028864655,0.00038928434,7.92265e-7,0.00020914794,0.0000035640503],"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":[0.0002355699,0.0003099405,0.00020742683,0.000032970354,0.00020940574,0.0000020132736,0.0002889255,0.057272762,0.18634431,0.00003719605,0.007890041,0.74716944],"study_design_scores_gemma":[0.0074706967,0.001964317,0.0061794175,0.00022841858,0.00050442753,0.000028890185,0.00035405424,0.367006,0.60876274,0.00059787993,0.0053904103,0.0015127418],"about_ca_topic_score_codex":0.0000045074976,"about_ca_topic_score_gemma":0.00002308457,"teacher_disagreement_score":0.969227,"about_ca_system_score_codex":0.00018870096,"about_ca_system_score_gemma":0.000009624364,"threshold_uncertainty_score":0.806296},"labels":[],"label_agreement":null},{"id":"W2150804896","doi":"10.1109/aps.1967.1150538","title":"The use of space-frequency equivalence in long-baseline interferometers","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Astronomical interferometer; Baseline (sea); Equivalence (formal languages); Space (punctuation); Computer science; Physics; Interferometry; Mathematics; Optics; Discrete mathematics","score_opus":0.0442092182540036,"score_gpt":0.2603385738294395,"score_spread":0.2161293555754359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150804896","genre_codex":"methods","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":[0.3874025,0.0015336995,0.60664546,0.0005523975,0.00017534518,0.00026310846,0.0000024555002,0.00045022267,0.0029748245],"genre_scores_gemma":[0.96666425,0.00056875375,0.03242585,0.000044417586,0.000019282335,0.000013185181,8.510505e-7,0.000011002462,0.00025239927],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946547,0.000019147981,0.00019243947,0.00007457999,0.000077538876,0.00017085687],"domain_scores_gemma":[0.9996379,0.00010742021,0.000019702644,0.00018687727,0.000025560714,0.000022539634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002365012,0.00007973325,0.00009749882,0.000088010216,0.000012779524,0.0000059002236,0.00011966722,0.00003764169,0.0000319442],"category_scores_gemma":[0.000095118936,0.000056440014,0.000028114351,0.00013026086,0.000051177176,0.00016904679,0.00001595138,0.000106054606,0.000004906663],"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":[0.00011965493,0.00016552766,0.08605829,0.00014810776,0.00012056446,0.000015636642,0.0003617871,0.080188416,0.45384791,0.008004433,0.008037112,0.36293256],"study_design_scores_gemma":[0.0009944133,0.00030582907,0.0114467805,0.00021167481,0.000029855337,0.000008106827,0.00006108202,0.036194872,0.90940917,0.0015063835,0.039267045,0.0005647823],"about_ca_topic_score_codex":0.000010891156,"about_ca_topic_score_gemma":0.00040429112,"teacher_disagreement_score":0.5792618,"about_ca_system_score_codex":0.000050639155,"about_ca_system_score_gemma":0.0000046409177,"threshold_uncertainty_score":0.23015569},"labels":[],"label_agreement":null},{"id":"W2157630536","doi":"10.1109/robot.1997.606714","title":"Shape description of general, curved surfaces using tactile sensing and surface normal information","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface (topology); Computer vision; Artificial intelligence; Normal; Spline (mechanical); Tactile sensor; Surface reconstruction; Computer science; Robot; Mathematics; Geometry; Engineering; Structural engineering","score_opus":0.040293985637330186,"score_gpt":0.22421260472836044,"score_spread":0.18391861909103024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157630536","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":[0.88910675,0.0002361271,0.10720166,0.000005767313,0.000074348965,0.00007472994,0.0000014732766,0.00020978921,0.00308933],"genre_scores_gemma":[0.93529433,0.00018209445,0.06444565,0.000015846932,0.000011158647,2.8230238e-7,0.000003118677,0.0000073284536,0.00004019627],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999565,0.000011499857,0.00017177766,0.000048811893,0.00008043922,0.00012243967],"domain_scores_gemma":[0.99981165,0.000010159737,0.000038039543,0.0000649443,0.00004973551,0.000025501378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010151164,0.00008222799,0.00010830996,0.000063078594,0.000034865414,0.000014720663,0.000023700202,0.00005845406,0.000058515456],"category_scores_gemma":[0.00001121294,0.00008202773,0.00001600363,0.00008411692,0.000022532913,0.000849911,0.000010248689,0.000060976592,0.000002195105],"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":[0.000006670378,0.0000074488535,0.0065871216,0.00006449023,0.000022396356,4.098686e-7,0.00024723654,0.05717999,0.9201083,0.000035858575,0.0005348048,0.015205232],"study_design_scores_gemma":[0.00013869608,0.000017971284,0.00093250687,0.000010883536,0.0000102370595,0.0000049350883,0.000041287432,0.81102085,0.18701148,0.00002228697,0.00069888914,0.00008996828],"about_ca_topic_score_codex":0.000045461944,"about_ca_topic_score_gemma":0.000009372745,"teacher_disagreement_score":0.75384086,"about_ca_system_score_codex":0.000026180462,"about_ca_system_score_gemma":0.0000017627555,"threshold_uncertainty_score":0.33449936},"labels":[],"label_agreement":null},{"id":"W2165204113","doi":"10.1364/josab.22.001128","title":"Absolute wave-number measurements in ^130Te_2: reference lines spanning the 4209-4646-nm region","year":2005,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology; Hort Innovation","keywords":"Spectroscopy; Interferometry; Wavelength; Calibration; Saturation (graph theory); Fabry–Pérot interferometer; Optics; Laser; Materials science; Spectral line; Calibration curve; Physics; Mathematics; Statistics","score_opus":0.05913304590543451,"score_gpt":0.2778548824479803,"score_spread":0.2187218365425458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165204113","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":[0.82762825,0.0028258741,0.12763172,0.024974493,0.00090516004,0.0007207898,0.0000029286175,0.00018293272,0.015127831],"genre_scores_gemma":[0.9245485,0.0009649974,0.0735303,0.00058492995,0.00022323665,0.0000047890508,2.2123434e-7,0.000020306074,0.00012269856],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987115,0.000046651377,0.00048404332,0.00008638623,0.000417075,0.00025434193],"domain_scores_gemma":[0.99925715,0.000084140214,0.00024611526,0.00020586861,0.00015119213,0.00005555929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005629561,0.00013960707,0.00029570825,0.0000228927,0.000063240805,0.000011055375,0.00033948172,0.000094522125,0.000014939144],"category_scores_gemma":[0.00011296058,0.00008189631,0.00026477576,0.00024290614,0.00020346286,0.0001663583,0.000055912773,0.00059494225,0.0000029226403],"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":[0.00047543622,0.00079759175,0.038950205,0.00029236608,0.0015366558,0.000014498278,0.004555547,0.11268282,0.3341471,0.00046684287,0.13478413,0.37129682],"study_design_scores_gemma":[0.005796676,0.0012106047,0.13259122,0.0023457634,0.00082723243,0.0004924442,0.0024582138,0.06782552,0.17564127,0.0044793,0.6045926,0.0017391582],"about_ca_topic_score_codex":0.000006060406,"about_ca_topic_score_gemma":0.000003009697,"teacher_disagreement_score":0.46980846,"about_ca_system_score_codex":0.00014779762,"about_ca_system_score_gemma":0.000027091564,"threshold_uncertainty_score":0.33396345},"labels":[],"label_agreement":null},{"id":"W2169692793","doi":"10.7451/cbe.2012.54.2.23","title":"Effect of strain gage misalignment on cross sensitivity of extended ring (ER) transducers","year":2012,"lang":"en","type":"article","venue":"Canadian Biosystems Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada","funders":"","keywords":"Transducer; Sensitivity (control systems); Strain gauge; Materials science; Strain (injury); Ring (chemistry); Acoustics; Engineering; Composite material; Electronic engineering; Physics; Chemistry; Medicine","score_opus":0.008802765751522217,"score_gpt":0.22729808811971594,"score_spread":0.21849532236819372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169692793","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":[0.9893685,0.0005502836,0.0076336223,0.000004175802,0.00065016886,0.00036666018,0.000097772034,0.00022687971,0.0011019222],"genre_scores_gemma":[0.9995079,0.000009900204,0.00029772677,0.0000043020664,0.00009227887,0.000021757778,0.0000074600116,0.000049737046,0.000008958637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885863,0.00005819746,0.00028663877,0.00012538952,0.00015273696,0.0005184121],"domain_scores_gemma":[0.99929374,0.00011303776,0.0000404923,0.00023052435,0.000023041452,0.00029918883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011088448,0.00022722827,0.00035992212,0.0003095301,0.000024121571,0.000005343982,0.00007999133,0.00013807967,0.000007031661],"category_scores_gemma":[0.00006307121,0.00023621647,0.000096209,0.00014641757,0.000025359863,0.00010057616,0.0000044254607,0.00016014642,0.0000020331559],"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":[0.000011983765,0.000008298631,0.0027347505,0.0009913798,0.000092265465,0.000009743383,0.00023751082,0.02760427,0.9655929,0.00038549164,0.000022409322,0.002309001],"study_design_scores_gemma":[0.000337052,0.00013184854,0.0050933342,0.00027061548,0.000028106882,0.0000105766585,0.000021105969,0.0038752956,0.9891411,9.941948e-7,0.0008491638,0.00024082387],"about_ca_topic_score_codex":0.00079223095,"about_ca_topic_score_gemma":0.0006639593,"teacher_disagreement_score":0.023728976,"about_ca_system_score_codex":0.00031867423,"about_ca_system_score_gemma":0.000019415587,"threshold_uncertainty_score":0.9632628},"labels":[],"label_agreement":null},{"id":"W2189036176","doi":"10.1016/j.ijmachtools.2015.11.006","title":"Modeling and compensation of volumetric errors for five-axis machine tools","year":2015,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":245,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Machine tool; Kinematics; Compensation (psychology); Numerical control; Computer science; Coordinate-measuring machine; Screw theory; Measure (data warehouse); Workspace; Interferometry; Control theory (sociology); Inverse kinematics; Component (thermodynamics); Algorithm; Control engineering; Machining; Artificial intelligence; Engineering; Mechanical engineering; Control (management); Physics; Optics","score_opus":0.03967543063488148,"score_gpt":0.2828195087089173,"score_spread":0.24314407807403582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189036176","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":[0.59836894,0.0030346087,0.39733437,0.00034174247,0.0004310544,0.00014294343,0.000099776924,0.000030130348,0.0002164184],"genre_scores_gemma":[0.98291975,0.00044314418,0.016367476,0.00006997216,0.000118576914,0.00000301343,0.00002992841,0.00001338847,0.000034726516],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926037,0.0000138996475,0.00032798114,0.00007639956,0.00023186472,0.00008948982],"domain_scores_gemma":[0.99938405,0.00006801256,0.00012709096,0.000050993644,0.00029804168,0.00007183603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034482783,0.00011557692,0.00022694592,0.00024222446,0.000018232644,0.00003034254,0.00012909593,0.000065602064,0.000008037008],"category_scores_gemma":[0.00018741951,0.00009385546,0.0000578075,0.000038364662,0.000021044729,0.00034511276,0.000026453541,0.00016672297,1.5009728e-7],"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":[0.0013558409,0.00015059215,0.0077288053,0.0002084715,0.0010072596,0.00002986616,0.0010946955,0.37875238,0.020598128,0.0016113578,0.0022580111,0.5852046],"study_design_scores_gemma":[0.008104635,0.0012687913,0.013044303,0.00024900393,0.00027010383,0.00044611856,0.00029155993,0.8938724,0.03460033,0.021981014,0.025216568,0.0006551824],"about_ca_topic_score_codex":0.000014605617,"about_ca_topic_score_gemma":0.000015797501,"teacher_disagreement_score":0.5845494,"about_ca_system_score_codex":0.000043162607,"about_ca_system_score_gemma":0.000013600076,"threshold_uncertainty_score":0.38273144},"labels":[],"label_agreement":null},{"id":"W2202754608","doi":"10.1007/s12541-015-0261-4","title":"Study on a novel thermal error compensation system for high-precision ball screw feed drive (1st report: Model, calculation and simulation)","year":2015,"lang":"en","type":"article","venue":"International Journal of Precision Engineering and Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ball screw; Compensation (psychology); Thermal; Control theory (sociology); Ball (mathematics); Machine tool; Correctness; Feed forward; Computer science; Mechanical engineering; Engineering; Control engineering; Algorithm; Mathematics; Control (management)","score_opus":0.04417110265541878,"score_gpt":0.29745611591383575,"score_spread":0.25328501325841696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202754608","genre_codex":"methods","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":[0.49811566,0.000037312515,0.5010957,0.000019385392,0.00046644622,0.00017362063,0.0000043010573,0.00006613237,0.000021426467],"genre_scores_gemma":[0.9803369,0.0000041059216,0.019397456,0.0000061451688,0.0001945855,0.000012322774,0.000007966704,0.000028438775,0.000012079786],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987592,0.000014469383,0.0005035816,0.00016055138,0.00044136817,0.00012080284],"domain_scores_gemma":[0.9991413,0.0001802441,0.00019004254,0.00010290215,0.0002852234,0.0001003059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006740157,0.00017075574,0.00023607176,0.00035990516,0.000038361035,0.000055113098,0.00012221721,0.00007851327,6.182395e-7],"category_scores_gemma":[0.00017718144,0.0001509528,0.00004575194,0.000029577954,0.000009178507,0.0003451293,0.00003709723,0.00016420339,3.723536e-7],"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":[0.00015957301,0.000033797074,0.00011162334,0.000013824386,0.0000897303,0.00001880354,0.00023898271,0.9825181,0.013147911,0.00014761269,0.0000111128875,0.003508979],"study_design_scores_gemma":[0.0023526181,0.00027931647,0.0091631375,0.0002641056,0.000055212524,0.00011595782,0.0001786377,0.958047,0.02896759,0.00021358886,0.00016439211,0.00019847161],"about_ca_topic_score_codex":0.000002180489,"about_ca_topic_score_gemma":9.4623005e-7,"teacher_disagreement_score":0.48222125,"about_ca_system_score_codex":0.0002229562,"about_ca_system_score_gemma":0.000014123907,"threshold_uncertainty_score":0.6155676},"labels":[],"label_agreement":null},{"id":"W2249977607","doi":"10.1139/tcsme-2012-0006","title":"EFFECT OF SERVO SYSTEMS ON THE CONTOURING ERRORS IN INDUSTRIAL ROBOTS","year":2012,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Contouring; Servo; Industrial robot; Robot; Servomechanism; Cartesian coordinate system; Control theory (sociology); Computer science; Servo control; Trajectory; RADIUS; Simulation; Tracking error; Motion control; Engineering; Artificial intelligence; Mathematics; Control engineering; Control (management); Physics","score_opus":0.023516387535463545,"score_gpt":0.22344908749262454,"score_spread":0.199932699957161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249977607","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":[0.6605478,0.0007802269,0.33160874,0.00033467342,0.003390781,0.0027350346,0.000103000915,0.00028012035,0.00021964106],"genre_scores_gemma":[0.99923855,0.000008406746,0.0005246639,0.000011261954,0.000056725243,0.00012344372,8.2298976e-7,0.00002525017,0.0000108581635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993023,0.000021312926,0.00020314388,0.000063927284,0.000105468636,0.00030379812],"domain_scores_gemma":[0.9994672,0.00021952484,0.000028510845,0.00017967168,0.000016140524,0.00008895889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070775434,0.00012066795,0.00020721224,0.00005378625,0.000060259164,0.000003607799,0.00017825667,0.00017318987,0.0000046282826],"category_scores_gemma":[0.000053163625,0.00008588052,0.00026763277,0.0001939781,0.000019450814,0.00006263751,0.0000025094625,0.00032329917,1.958266e-7],"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":[0.000019532128,0.000014281167,0.000093813804,0.00026690835,0.00019445627,9.222333e-8,0.00021253794,0.96229297,0.032259267,0.0034796288,0.00015175671,0.0010147355],"study_design_scores_gemma":[0.0016503328,0.00033014032,0.00013731577,0.00055879116,0.00025072557,0.000004345971,0.00018839676,0.21091597,0.7827769,0.000060312705,0.0027294892,0.00039725777],"about_ca_topic_score_codex":0.0012168158,"about_ca_topic_score_gemma":0.0017595609,"teacher_disagreement_score":0.75137705,"about_ca_system_score_codex":0.00028292864,"about_ca_system_score_gemma":0.000025138443,"threshold_uncertainty_score":0.35021058},"labels":[],"label_agreement":null},{"id":"W2274501198","doi":"10.21014/acta_imeko.v4i4.271","title":"Convergence of a finite difference approach for detailed deviation zone estimation in coordinate metrology","year":2015,"lang":"en","type":"article","venue":"ACTA IMEKO","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Standard deviation; Coordinate-measuring machine; Metrology; Convergence (economics); Laplace transform; Mathematics; Surface (topology); Harmonic mean; Point (geometry); Applied mathematics; Algorithm; Mathematical optimization; Mathematical analysis; Geometry; Statistics; Engineering; Mechanical engineering","score_opus":0.037729576078563025,"score_gpt":0.26223637046682474,"score_spread":0.2245067943882617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274501198","genre_codex":"methods","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":[0.28330502,0.000120883014,0.7159771,0.000016560609,0.000058490383,0.00022213922,0.000002827351,0.00008460825,0.00021238126],"genre_scores_gemma":[0.9087927,0.000012402273,0.090977155,0.000015438876,0.000007597748,0.00013221709,0.000025963769,0.000010867943,0.000025683148],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994435,0.000023821216,0.00019996637,0.00010824941,0.000073074014,0.0001514268],"domain_scores_gemma":[0.9996438,0.00007805718,0.000057996236,0.00011415934,0.00007335829,0.000032603206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027546304,0.0000899622,0.00019305693,0.00013772113,0.000009587977,0.0000027137407,0.00008966508,0.00008593999,0.0000028190411],"category_scores_gemma":[0.00024079715,0.00008926553,0.000023376386,0.0001567688,0.00002604932,0.00008024748,0.0000117381815,0.00007212439,9.342549e-7],"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":[0.00085495523,0.0004325455,0.19509427,0.0007423374,0.00026744112,0.000003355721,0.0017225911,0.19789097,0.54275,0.004392024,0.001351832,0.054497685],"study_design_scores_gemma":[0.0012921429,0.00020932856,0.010884109,0.000015277014,0.000035035162,0.000001253739,0.00004084764,0.9042086,0.08078016,0.0020962174,0.0002649085,0.00017211701],"about_ca_topic_score_codex":0.0000060552984,"about_ca_topic_score_gemma":0.0000122500305,"teacher_disagreement_score":0.7063176,"about_ca_system_score_codex":0.000056142773,"about_ca_system_score_gemma":0.000014276078,"threshold_uncertainty_score":0.36401427},"labels":[],"label_agreement":null},{"id":"W2293763076","doi":"10.1007/s12541-015-0322-8","title":"Fatigue life estimation of vertical probe needle for wafer probing","year":2015,"lang":"en","type":"article","venue":"International Journal of Precision Engineering and Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wafer; von Mises yield criterion; Finite element method; Structural engineering; Service life; Nonlinear system; Stress (linguistics); Mechanical engineering; Materials science; Engineering; Nanotechnology; Physics","score_opus":0.034534757302836845,"score_gpt":0.2795113314159548,"score_spread":0.24497657411311796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293763076","genre_codex":"methods","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":[0.2971663,0.00025001031,0.7018297,0.00004059346,0.0005453104,0.00008086303,0.0000014239833,0.000043618053,0.000042201915],"genre_scores_gemma":[0.9356311,0.000047728237,0.06416313,0.0000076209676,0.00012034252,0.0000070576866,0.0000018973294,0.00001543123,0.000005712432],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992473,0.000005569715,0.000348577,0.000061854684,0.00023750178,0.00009919836],"domain_scores_gemma":[0.99954814,0.00008377976,0.000059993792,0.00005004101,0.00016340619,0.00009463614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034364365,0.00009384055,0.00016516153,0.0002270376,0.000009471094,0.000016746857,0.00012520309,0.00005432635,0.0000022521497],"category_scores_gemma":[0.0003144878,0.00008305325,0.000051099956,0.000021939144,0.000010632432,0.00025122115,0.000022572374,0.00011644399,2.295288e-7],"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":[0.00009598294,0.000019258176,0.000059980408,0.000056898665,0.000104889776,0.0000027107415,0.00024019678,0.95049614,0.020461347,0.0002358103,0.0002520522,0.027974706],"study_design_scores_gemma":[0.0013912993,0.00020197895,0.00065777503,0.0003666721,0.000040307074,0.000054790075,0.00006281895,0.30036914,0.69189596,0.0017621493,0.0030190467,0.00017808205],"about_ca_topic_score_codex":6.9281214e-7,"about_ca_topic_score_gemma":1.3569323e-7,"teacher_disagreement_score":0.6714346,"about_ca_system_score_codex":0.000059638078,"about_ca_system_score_gemma":0.00001778857,"threshold_uncertainty_score":0.33868134},"labels":[],"label_agreement":null},{"id":"W2329564879","doi":"10.3166/i2m.10.3-4.81-101","title":"Télémétrie laser de haute exactitude. Vers une exactitude sub-micronique dans la mesure des distances kilométriques sans interférométrie","year":2010,"lang":"fr","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Laser ranging; Physics; Dephasing; Laser; Interferometry; Optics; Amplitude; Laser beams; Condensed matter physics","score_opus":0.014681431640162628,"score_gpt":0.28100839483970014,"score_spread":0.2663269631995375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329564879","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":[0.82815254,0.0020551584,0.1563825,0.0026921507,0.0028861873,0.0008398432,0.00017031687,0.001376314,0.005444999],"genre_scores_gemma":[0.93049836,0.0054700593,0.062265735,0.00034327208,0.00043719352,0.00025243766,0.00013517325,0.0001625588,0.0004351951],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9951938,0.0007903148,0.0010490809,0.00093487964,0.0005596078,0.0014723504],"domain_scores_gemma":[0.9974707,0.0005952657,0.00045328945,0.0007926191,0.00028514475,0.0004029954],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024308925,0.0009832861,0.0008976487,0.00043545658,0.00044408668,0.00025752338,0.0008065048,0.001277737,0.00029809485],"category_scores_gemma":[0.00061319926,0.0010552019,0.00036696822,0.0007754459,0.0015370043,0.001608234,0.0001270146,0.0022528225,0.00005193042],"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":[0.00046061765,0.00046111745,0.21125117,0.00046885922,0.0009190375,0.0002620706,0.0038221665,0.002892793,0.71124923,0.007047849,0.004412574,0.05675252],"study_design_scores_gemma":[0.0025414967,0.00051262596,0.12500837,0.00026572423,0.0005375059,0.00016457641,0.0010702295,0.0002718074,0.79286623,0.017322632,0.058218885,0.0012199288],"about_ca_topic_score_codex":0.00087291864,"about_ca_topic_score_gemma":0.0075900005,"teacher_disagreement_score":0.10234584,"about_ca_system_score_codex":0.0013017028,"about_ca_system_score_gemma":0.00048648144,"threshold_uncertainty_score":0.99918985},"labels":[],"label_agreement":null},{"id":"W2330916553","doi":"10.1177/0954406216640571","title":"A seven-sensor configuration method for testing thermal error of a horizontal machining center with linear optical grating scale","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Toronto Metropolitan University","funders":"","keywords":"Mandrel; Optics; Grating; Materials science; Machining; Thermal; Tilt (camera); Thermocouple; Flatness (cosmology); Compensation (psychology); Temperature measurement; Mechanical engineering; Physics; Composite material; Engineering","score_opus":0.02166512383684647,"score_gpt":0.2586074507988425,"score_spread":0.23694232696199605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330916553","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":[0.27182934,0.000023351498,0.72732157,0.00008643857,0.00035210437,0.00024365414,0.0000103480525,0.000063359745,0.00006982832],"genre_scores_gemma":[0.68468267,0.0000042828706,0.31520107,0.0000050998788,0.00007556673,0.000010009539,1.743503e-7,0.000018836876,0.0000022793718],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977846,0.00000878934,0.00091469026,0.00020991902,0.0007097659,0.00037221986],"domain_scores_gemma":[0.9980619,0.00025963061,0.00047694877,0.000120923425,0.0009287462,0.00015184941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021745306,0.00023485003,0.0005268826,0.00024934302,0.00007277728,0.000011172338,0.0005612157,0.00013386081,0.0000026729367],"category_scores_gemma":[0.002433204,0.00014358772,0.00018176227,0.00057852676,0.0001892187,0.00053118495,0.000063682506,0.0003283725,1.1557619e-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":[0.00011354826,0.00004591823,0.000032528656,0.00014620408,0.000045137065,4.7434088e-7,0.00005958995,0.03319119,0.950635,0.013498558,0.0000029825183,0.0022288803],"study_design_scores_gemma":[0.00091538543,0.00066744525,0.00003387581,0.001035211,0.000070052614,0.000068859,0.000056034474,0.14127223,0.85550404,0.00017309102,0.000051071453,0.00015271592],"about_ca_topic_score_codex":7.975152e-7,"about_ca_topic_score_gemma":2.9963655e-7,"teacher_disagreement_score":0.41285333,"about_ca_system_score_codex":0.00014877028,"about_ca_system_score_gemma":0.00013808993,"threshold_uncertainty_score":0.58553374},"labels":[],"label_agreement":null},{"id":"W2335149273","doi":"10.1115/detc2015-48008","title":"A Finite Element Approach to Estimate the Detailed Deviation Zone in Coordinate Metrology","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Ontario Tech University","funders":"","keywords":"Metrology; Coordinate-measuring machine; Standard deviation; Surface metrology; Finite element method; Surface (topology); Process (computing); Dimensional metrology; Point (geometry); Compensation (psychology); Coordinate system; Computer science; Measurement uncertainty; Algorithm; Mechanical engineering; Mathematics; Engineering; Profilometer; Geometry; Structural engineering; Computer vision; Statistics; Surface finish","score_opus":0.03413766019695679,"score_gpt":0.2896967989509948,"score_spread":0.255559138754038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335149273","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":[0.035805173,0.00013770707,0.94600046,0.00025253854,0.0000965352,0.00038139842,6.1823124e-7,0.00034694516,0.016978627],"genre_scores_gemma":[0.93147075,0.000005907521,0.06782107,0.00021352273,0.00001958037,0.00025003048,0.000006694815,0.000015221681,0.0001972427],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992878,0.000040186736,0.00018701589,0.00012763565,0.00010918717,0.000248208],"domain_scores_gemma":[0.99967605,0.00003460334,0.000018923165,0.00016458498,0.00004400823,0.00006181011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065569143,0.00011164034,0.00015425803,0.00014966352,0.000019506748,0.00000836258,0.00012784541,0.000056774148,0.000009469986],"category_scores_gemma":[0.00009285671,0.000079138605,0.000020105052,0.00026779497,0.000014560552,0.00007127673,0.00003083023,0.00011914528,0.000027736181],"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":[0.00010805062,0.00012607794,0.029723488,0.000032860244,0.00008701843,0.000004763512,0.000761531,0.9319553,0.0055662803,0.010965507,0.0052887234,0.015380428],"study_design_scores_gemma":[0.0029530518,0.0004885378,0.013946794,0.000019696345,0.00007587097,0.000009226094,0.00038219237,0.88624066,0.031273607,0.005884539,0.058047462,0.0006783423],"about_ca_topic_score_codex":0.000009996402,"about_ca_topic_score_gemma":0.00016567297,"teacher_disagreement_score":0.8956655,"about_ca_system_score_codex":0.000109831235,"about_ca_system_score_gemma":0.00000971148,"threshold_uncertainty_score":0.32271788},"labels":[],"label_agreement":null},{"id":"W2352792095","doi":"","title":"Fraunhofer diffraction and large-angle diffraction","year":2008,"lang":"en","type":"article","venue":"Optical Technique","topic":"Advanced Measurement and Metrology Techniques","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":"McGill University","funders":"","keywords":"Diffraction; Fresnel diffraction; Optics; Physics; Point (geometry); Kirchhoff's diffraction formula; Uniform theory of diffraction; Measure (data warehouse); Mathematics; Geometry; Computer science","score_opus":0.016505348828433124,"score_gpt":0.24367261837422066,"score_spread":0.22716726954578753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2352792095","genre_codex":"methods","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":[0.1070817,0.00021071594,0.8735054,0.00010188865,0.00012635358,0.00035699405,0.0000029957716,0.0018768647,0.016737105],"genre_scores_gemma":[0.9560765,0.0005658309,0.042850286,0.000069604605,0.00007427916,0.00018217952,0.0000070743554,0.00003104475,0.00014317787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993339,0.000013456739,0.00014614055,0.00016197094,0.00009983478,0.0002447037],"domain_scores_gemma":[0.9996755,0.000037304664,0.000017754639,0.00016024655,0.000030355928,0.00007883474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013606186,0.0001379305,0.00015557975,0.00009402948,0.000097607226,0.0000066806106,0.0000520741,0.00020932718,0.00004110905],"category_scores_gemma":[0.000048974904,0.00013294203,0.000036982743,0.00010571507,0.000061466046,0.00020100188,0.000022225286,0.00032676014,0.000010071646],"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":[0.000055406526,0.00023326762,0.007852221,0.000077719524,0.00005632875,0.0000528029,0.00007233487,0.00004127754,0.95308506,0.010664849,0.005657599,0.022151126],"study_design_scores_gemma":[0.0008307462,0.00033297844,0.064056545,0.00006253244,0.000054713673,0.00040866333,0.000026200256,0.002521001,0.6270782,0.009581232,0.29422164,0.000825554],"about_ca_topic_score_codex":0.0000017924235,"about_ca_topic_score_gemma":0.000001986391,"teacher_disagreement_score":0.84899485,"about_ca_system_score_codex":0.00006245285,"about_ca_system_score_gemma":0.0000051518896,"threshold_uncertainty_score":0.5421219},"labels":[],"label_agreement":null},{"id":"W2353867989","doi":"","title":"A System of Measuring Displacement Based on MPU and PLL Technology","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Grating; Displacement (psychology); Machining; Lock (firearm); Accuracy and precision; System of measurement; Computer hardware; Phase-locked loop; Optics; Mechanical engineering; Physics; Telecommunications","score_opus":0.004927671241671613,"score_gpt":0.18717372261766735,"score_spread":0.18224605137599573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353867989","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":[0.017299715,0.00023307936,0.97964,0.000048364214,0.000007789369,0.00040985667,0.0000051414945,0.0005578702,0.0017981837],"genre_scores_gemma":[0.85882473,0.0000038520793,0.14074405,0.000012759685,0.000028798393,0.00035625082,0.0000063923326,0.00001327634,0.000009883414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995279,0.0000050912727,0.00015817533,0.00013405716,0.00005645858,0.000118337],"domain_scores_gemma":[0.999745,0.000014676536,0.000029753204,0.00016358172,0.000030012076,0.000016951912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060590366,0.00009327391,0.0001201102,0.00018609689,0.000038448492,0.0000047611875,0.00008779795,0.000059773338,8.9558586e-7],"category_scores_gemma":[1.3441401e-7,0.00009516086,0.000020677866,0.00015468507,0.000033596894,0.000018115043,0.000017325718,0.00006806845,0.000003062997],"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":[0.000015643385,0.00024549814,0.010291777,0.00076096726,0.000063003376,0.0000020190482,0.00003441122,0.04993167,0.7968256,0.036269866,0.001505754,0.1040538],"study_design_scores_gemma":[0.0010730603,0.00009622015,0.0034703494,0.00019363013,0.00005358246,0.0000119261595,0.000026359798,0.054941595,0.7613359,0.0013999183,0.17699467,0.00040279262],"about_ca_topic_score_codex":0.000002270483,"about_ca_topic_score_gemma":0.000002016359,"teacher_disagreement_score":0.841525,"about_ca_system_score_codex":0.000054296357,"about_ca_system_score_gemma":0.00000429445,"threshold_uncertainty_score":0.38805473},"labels":[],"label_agreement":null},{"id":"W2357886654","doi":"","title":"Evaluation of Uncertainty of the Measurement Standard Deviations in the EDM's Calibration Measurement","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"CAE (Canada)","funders":"","keywords":"Measurement uncertainty; Calibration; Standard uncertainty; Standard deviation; Uncertainty analysis; Observational error; Statistics; Mathematics","score_opus":0.11290475339416557,"score_gpt":0.2719362013694791,"score_spread":0.15903144797531354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357886654","genre_codex":"methods","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":[0.29802343,0.00826823,0.5398666,0.0042263092,0.0011738781,0.007918813,0.00003723018,0.00054957514,0.1399359],"genre_scores_gemma":[0.99938184,0.000044512122,0.00040921263,0.00004517094,0.000013851,0.00009418692,8.1926856e-7,0.00000684028,0.000003544824],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99733454,0.00020088583,0.0003180889,0.0000804652,0.0019551707,0.000110867666],"domain_scores_gemma":[0.9989476,0.000019793346,0.00007110885,0.00025622602,0.00069426314,0.000010990457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004889945,0.00008553776,0.000120048135,0.00006914536,0.000035166104,0.000004413552,0.0001573399,0.00004415628,0.000086720844],"category_scores_gemma":[0.0003006332,0.000050659564,0.000050832747,0.0002744771,0.00003458107,0.00008486819,0.000009066951,0.0000896526,4.517294e-7],"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":[0.00004310595,0.00034062815,0.00573771,0.00015025362,0.0002630014,2.0668395e-7,0.0034048308,0.71619815,0.17974748,0.0104047265,0.010640438,0.07306949],"study_design_scores_gemma":[0.002553965,0.00025147756,0.022098036,0.00026339933,0.00055763125,0.0000012832984,0.0009629489,0.47851303,0.47110936,0.016971996,0.0063397973,0.00037708043],"about_ca_topic_score_codex":0.000014188346,"about_ca_topic_score_gemma":0.00069067173,"teacher_disagreement_score":0.70135844,"about_ca_system_score_codex":0.00036909725,"about_ca_system_score_gemma":0.000040667594,"threshold_uncertainty_score":0.20658371},"labels":[],"label_agreement":null},{"id":"W2367797865","doi":"","title":"Form and Position Errors Computation of Geometrical Products Using Genetic Algorithm","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Position (finance); Key (lock); Genetic algorithm; Algorithm; Fitness function; Computation; Field (mathematics); Mathematical optimization; Function (biology); Machine learning; Mathematics","score_opus":0.012791816739059129,"score_gpt":0.2494290082997232,"score_spread":0.23663719156066407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367797865","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":[0.065197796,0.0004477034,0.9337062,0.00004126902,0.000007692762,0.00038053864,0.0000031468435,0.00016302252,0.000052590924],"genre_scores_gemma":[0.2754681,0.000027291095,0.7243897,0.00002935017,0.00004542024,0.00002007947,0.000011409088,0.000006816481,0.0000018636496],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995396,0.0000052812256,0.00016212507,0.00012871393,0.00005708136,0.00010720031],"domain_scores_gemma":[0.99978447,0.0000075217567,0.000034205605,0.00007707869,0.00006888829,0.000027811877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043182845,0.000080577694,0.00010498124,0.00018201438,0.000040924555,0.00000735093,0.000051488976,0.00004554469,4.8640436e-7],"category_scores_gemma":[3.3621842e-7,0.00008815212,0.000016958962,0.0003310597,0.000023013601,0.0000654648,0.000010251629,0.00005772065,9.1950216e-7],"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":[0.0000011929588,0.000043830714,0.000087732966,0.000027284568,0.000012166167,2.7333672e-7,0.00005193791,0.0041872486,0.17969775,0.00012504692,0.000088408946,0.8156771],"study_design_scores_gemma":[0.0010257968,0.00031972668,0.07568661,0.00007232213,0.00014731508,0.00015301582,0.000018798233,0.45572957,0.42884248,0.019736268,0.017559042,0.00070906815],"about_ca_topic_score_codex":0.000001232219,"about_ca_topic_score_gemma":8.310509e-8,"teacher_disagreement_score":0.81496805,"about_ca_system_score_codex":0.000037326565,"about_ca_system_score_gemma":0.0000055844116,"threshold_uncertainty_score":0.3594739},"labels":[],"label_agreement":null},{"id":"W2376366100","doi":"","title":"Processing Method of Circular Degree Error Measure Data Based on Chaos","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"CAE (Canada)","funders":"","keywords":"Measure (data warehouse); Degree (music); CHAOS (operating system); Algorithm; Mathematics; Process (computing); Value (mathematics); Computer science; Mathematical optimization; Order (exchange); Data mining; Statistics; Physics","score_opus":0.09729437054172026,"score_gpt":0.3138190328370644,"score_spread":0.21652466229534417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376366100","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":[0.00064937124,0.00034087492,0.9685833,0.000044150165,0.00004417108,0.00015110461,0.000007712079,0.00054842705,0.029630896],"genre_scores_gemma":[0.7054815,0.00000198852,0.29431278,0.000049582013,0.00003987862,0.000011687788,0.0000305231,0.000024523752,0.000047502264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999208,0.000025452446,0.00018401301,0.00019238757,0.0002137162,0.0001764307],"domain_scores_gemma":[0.9993631,0.000026127715,0.00003571976,0.0004918774,0.000057596775,0.00002558212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047246498,0.00012886894,0.00018332005,0.000116330484,0.000026275557,0.000005320571,0.00025284724,0.00008555841,0.00003135133],"category_scores_gemma":[0.000041214258,0.00011353096,0.000030774903,0.0001558555,0.00002069918,0.00012355077,0.000019247174,0.00011584551,0.0000023043874],"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":[0.000056748264,0.00020204822,0.0035568858,0.00056635577,0.0000603457,0.00001227495,0.000026522634,0.06256613,0.68573636,0.00085450767,0.005435349,0.24092647],"study_design_scores_gemma":[0.0006883266,0.000074684256,0.002056133,0.00012017812,0.000074091,0.0000034709108,0.000016960588,0.45017782,0.5362874,0.00087347446,0.009283238,0.00034419008],"about_ca_topic_score_codex":0.0000109586135,"about_ca_topic_score_gemma":0.000018165276,"teacher_disagreement_score":0.70483214,"about_ca_system_score_codex":0.000028533268,"about_ca_system_score_gemma":0.00002036446,"threshold_uncertainty_score":0.46296582},"labels":[],"label_agreement":null},{"id":"W2380843562","doi":"","title":"Detection and Compensaion in Working Platform Surface of Three-coordinate Measuring Machine","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"CAE (Canada)","funders":"","keywords":"Compensation (psychology); Plane (geometry); Surface (topology); Coordinate-measuring machine; Computer science; Coordinate system; Block (permutation group theory); Gauge (firearms); Optics; Algorithm; Computer vision; Geometry; Mathematics; Physics; Materials science","score_opus":0.0319423909405749,"score_gpt":0.22056561063155428,"score_spread":0.1886232196909794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380843562","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":[0.88844645,0.0007294287,0.10551314,0.000013566126,0.000042727577,0.000102068036,1.9426558e-7,0.00023284576,0.0049195625],"genre_scores_gemma":[0.9888194,0.00009417842,0.011035666,0.000005944802,0.000013815478,0.0000029232206,4.5898324e-7,0.0000118457665,0.000015734218],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956626,0.000004452906,0.00015177499,0.00008067875,0.00006820589,0.00012863355],"domain_scores_gemma":[0.9998636,0.000017655328,0.000020342975,0.000066683664,0.000012083949,0.000019605646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022243758,0.00008184363,0.0001288059,0.00008954628,0.000017550592,0.0000034638535,0.000036138827,0.00005350475,0.000009234708],"category_scores_gemma":[0.0000069408793,0.00007872919,0.000014733064,0.00009954106,0.000014701915,0.0001272857,0.00001384246,0.00011737652,8.0737146e-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":[0.000044885444,0.000019486755,0.08621501,0.000049781625,0.000020833853,0.000001215316,0.000093203365,0.033353377,0.58608264,0.0002626529,0.0000042109955,0.2938527],"study_design_scores_gemma":[0.0006398391,0.00004512357,0.031366527,0.00007151512,0.000009522677,0.000005713317,0.000019852665,0.13186033,0.8342685,0.0006641141,0.00086648663,0.00018247892],"about_ca_topic_score_codex":0.000029422334,"about_ca_topic_score_gemma":0.0026244405,"teacher_disagreement_score":0.2936702,"about_ca_system_score_codex":0.00005523924,"about_ca_system_score_gemma":0.0000013850041,"threshold_uncertainty_score":0.3210483},"labels":[],"label_agreement":null},{"id":"W2392073444","doi":"","title":"A Method Based on Newtonian Interpolation Algorithm for Simple Laser Direction Measurement","year":2004,"lang":"en","type":"article","venue":"Electro-optics & Passive Countermeasures","topic":"Advanced Measurement and Metrology Techniques","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":"L'Alliance Boviteq","funders":"","keywords":"Interpolation (computer graphics); Simple (philosophy); Algorithm; Laser; Table (database); Computer science; SIMPLE algorithm; Mathematics; Optics; Computer vision; Physics; Motion (physics); Data mining","score_opus":0.014799488206149979,"score_gpt":0.2686408021207674,"score_spread":0.25384131391461745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392073444","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":[0.0014860474,0.00018818822,0.994824,0.00024443908,0.00037736993,0.00083680695,0.000027701479,0.00080740044,0.0012080458],"genre_scores_gemma":[0.7844506,0.000060221588,0.21362935,0.00058753934,0.00037846336,0.0006594131,0.00006568893,0.0001313035,0.000037403184],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978994,0.0000672919,0.00037502215,0.0004039714,0.00064014713,0.00061415514],"domain_scores_gemma":[0.9987876,0.000090126916,0.000117231495,0.00031744895,0.0005695786,0.00011802082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006753644,0.00040120853,0.00035738532,0.0003219738,0.00018781197,0.00006026524,0.00018751898,0.00019802408,0.000013407381],"category_scores_gemma":[0.00017197405,0.00040359152,0.0001898277,0.00023045253,0.000041902287,0.00017933037,0.000010314271,0.0003385042,0.0000078244775],"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":[0.00046236799,0.00043062217,0.00019899053,0.00015641628,0.00051084626,0.000013320689,0.00022836415,0.1309421,0.57392794,0.0011802283,0.006683712,0.2852651],"study_design_scores_gemma":[0.002359407,0.0011996541,0.00045386623,0.00015733659,0.00016116197,0.00000645078,0.000026212207,0.38139367,0.58339465,0.006590444,0.02362195,0.0006351836],"about_ca_topic_score_codex":0.000010125968,"about_ca_topic_score_gemma":0.00008849083,"teacher_disagreement_score":0.7829646,"about_ca_system_score_codex":0.0010390925,"about_ca_system_score_gemma":0.0001150404,"threshold_uncertainty_score":0.9998416},"labels":[],"label_agreement":null},{"id":"W2464063329","doi":"10.1007/s12541-015-0276-x","title":"Study on a novel thermal error compensation system for high-precision ball screw feed drive (2nd report: Experimental verification)","year":2015,"lang":"en","type":"article","venue":"International Journal of Precision Engineering and Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ball screw; Correctness; Compensation (psychology); Thermal; Ball (mathematics); Control theory (sociology); Approximation error; Computer science; Compensation methods; Mechanical engineering; Engineering; Algorithm; Mathematics; Artificial intelligence; Physics; Control (management)","score_opus":0.0397304593452939,"score_gpt":0.2921677872753725,"score_spread":0.2524373279300786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464063329","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":[0.6955856,0.00010140706,0.30219954,0.000030832933,0.0016416328,0.00025292535,0.000005980141,0.00011280143,0.00006928538],"genre_scores_gemma":[0.9811602,0.0000052964515,0.018427867,0.000007525611,0.00031069524,0.00002923099,0.000010244667,0.00003288657,0.000016059443],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99862736,0.000016930033,0.00053978566,0.00017277371,0.0005029232,0.0001402456],"domain_scores_gemma":[0.99918586,0.0001208828,0.0002045759,0.00014248869,0.0002355129,0.00011070386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066493585,0.00018555878,0.0002478166,0.00033623906,0.000036620706,0.00005578116,0.00022432314,0.00007205502,0.0000031310808],"category_scores_gemma":[0.00012768003,0.00016488021,0.00006578163,0.000031539585,0.000010606719,0.00029471624,0.000038682727,0.00017979876,0.0000013714479],"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":[0.0007521255,0.00031901838,0.00017695052,0.000032917465,0.00043365246,0.00014334737,0.0012743636,0.522558,0.4647676,0.00048595705,0.00023104716,0.00882504],"study_design_scores_gemma":[0.004717044,0.0009000142,0.011436802,0.00043753145,0.0000653032,0.00044474914,0.0013034336,0.023652155,0.95407975,0.00007269717,0.0025129165,0.00037758195],"about_ca_topic_score_codex":0.0000026511764,"about_ca_topic_score_gemma":4.7814865e-7,"teacher_disagreement_score":0.49890584,"about_ca_system_score_codex":0.0002919138,"about_ca_system_score_gemma":0.000015158301,"threshold_uncertainty_score":0.672362},"labels":[],"label_agreement":null},{"id":"W2518873503","doi":"10.4006/0836-1398-29.3.418","title":"Noninertial frames, velocity of light not constant, and absolute velocities","year":2016,"lang":"en","type":"article","venue":"Physics Essays","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physics; Constant (computer programming); Absolute (philosophy); Classical mechanics; Reference frame; Frame (networking)","score_opus":0.015515957451380484,"score_gpt":0.22146476957333694,"score_spread":0.20594881212195645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518873503","genre_codex":"methods","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":[0.201817,0.0013167146,0.6677631,0.0004043128,0.0005451552,0.00032568787,0.00011171862,0.0010426043,0.1266737],"genre_scores_gemma":[0.99588513,0.00027762243,0.0036199044,0.000027302205,0.00009427489,0.000012932954,0.000001404049,0.000019210052,0.00006220613],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994779,0.000009280546,0.00013618507,0.00010613083,0.0001026883,0.00016781989],"domain_scores_gemma":[0.9997003,0.000048188664,0.00003601316,0.00013214262,0.000047932106,0.00003539463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078472796,0.000115065275,0.0001878136,0.000028277354,0.000027877475,0.000004239977,0.00007010573,0.000059758375,0.000009933588],"category_scores_gemma":[0.000016897118,0.00008805919,0.00003196115,0.000053268745,0.000121170866,0.00012291866,0.000026122001,0.00007292749,0.0000033056044],"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":[0.00003218481,0.000024524878,0.00077749684,0.00008007292,0.00007978121,0.000002194326,0.00020317179,0.000024940913,0.8140801,0.12669474,0.001146578,0.056854174],"study_design_scores_gemma":[0.0006302483,0.000058076588,0.00053259364,0.00010730052,0.000033020202,0.0000017209783,0.00001599988,0.0003045874,0.9061764,0.08931298,0.0025643422,0.000262754],"about_ca_topic_score_codex":0.000003108341,"about_ca_topic_score_gemma":0.0000028095292,"teacher_disagreement_score":0.79406816,"about_ca_system_score_codex":0.000023539422,"about_ca_system_score_gemma":0.000011101397,"threshold_uncertainty_score":0.35909495},"labels":[],"label_agreement":null},{"id":"W2520856548","doi":"","title":"Phase-step calibration extends 19th century standard into 21st","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Calibration; Optics; Phase (matter); Computer science; Materials science; Electronic engineering; Physics; Engineering","score_opus":0.011888031843042829,"score_gpt":0.2588152607622298,"score_spread":0.246927228919187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520856548","genre_codex":"methods","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":[0.06443844,0.0005398255,0.8798377,0.0002346464,0.00048565047,0.00024126114,0.000014044471,0.0015784256,0.052630033],"genre_scores_gemma":[0.9421819,0.00027461912,0.057251647,0.000072982,0.000104738836,0.000028291264,0.00002205556,0.000025919491,0.000037845137],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994123,0.00000825249,0.00013361116,0.00011734016,0.00014394203,0.00018453765],"domain_scores_gemma":[0.9997447,0.000006294067,0.000017916971,0.00014670324,0.000026580208,0.0000578166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009493602,0.00011011736,0.00012047093,0.00007408636,0.000047509995,0.000011845427,0.000076632736,0.000073413255,0.00011060201],"category_scores_gemma":[0.000014592954,0.000108700544,0.00003436546,0.00010289705,0.000028592187,0.00017326823,0.000011092464,0.00012530695,0.000008548089],"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":[0.00006622062,0.000097224656,0.00009471102,0.00004968773,0.000037963986,0.000010619478,0.0002979963,0.001385071,0.827635,0.016697798,0.002954094,0.15067364],"study_design_scores_gemma":[0.0034686765,0.00052647194,0.000049139373,0.0000565366,0.00003366106,0.000006068893,0.00009764408,0.0015482825,0.7487328,0.040599328,0.20448801,0.0003933582],"about_ca_topic_score_codex":0.0000018570934,"about_ca_topic_score_gemma":0.000010876487,"teacher_disagreement_score":0.8777435,"about_ca_system_score_codex":0.00013802997,"about_ca_system_score_gemma":0.000016996735,"threshold_uncertainty_score":0.44326794},"labels":[],"label_agreement":null},{"id":"W2523859921","doi":"10.1117/12.2237654","title":"High precision optomechanical assembly using threads as mechanical reference","year":2016,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Computer science; Barrel (horology); Lens (geology); Stacking; Mechanical engineering; Optics; Physics; Engineering","score_opus":0.023509274890531614,"score_gpt":0.26467685939361396,"score_spread":0.24116758450308234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523859921","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":[0.99170786,0.00008446876,0.005201271,0.0005461552,0.0003689418,0.00048001023,0.000030243871,0.0003687432,0.0012123104],"genre_scores_gemma":[0.7853001,0.00025708202,0.2137924,0.000046324185,0.0003023324,0.00011735771,0.0000034622128,0.00008666268,0.000094284966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99752647,2.3460606e-8,0.00074453035,0.00042505912,0.0007887909,0.0005151374],"domain_scores_gemma":[0.9981345,0.0001974426,0.00023429164,0.00009142644,0.0011827353,0.00015959793],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007950024,0.00038803907,0.0005178988,0.00014057137,0.00006988167,0.00005170375,0.00094940147,0.00037914613,0.00002465511],"category_scores_gemma":[0.00069107325,0.00027590475,0.00045360794,0.00029314304,0.00014588863,0.00066897174,0.00018212061,0.00035187844,0.000003666798],"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":[0.00006906612,0.000041377916,0.000043331496,0.00009860176,0.00017612122,8.482876e-8,0.000013218684,0.00007052002,0.6383515,0.359732,0.00050404907,0.0009001427],"study_design_scores_gemma":[0.0010880237,0.0004250348,0.00014205059,0.0005135313,0.00015011891,0.000022205877,0.000114745984,0.011752181,0.96816766,0.015180093,0.002009228,0.00043511097],"about_ca_topic_score_codex":0.0000043612927,"about_ca_topic_score_gemma":1.2963058e-7,"teacher_disagreement_score":0.3445519,"about_ca_system_score_codex":0.0003011282,"about_ca_system_score_gemma":0.000027927199,"threshold_uncertainty_score":0.9999693},"labels":[],"label_agreement":null},{"id":"W2524245141","doi":"10.1299/jamdsm.2016jamdsm0076","title":"Performance of a five-axis machine tool as a coordinate measuring machine (CMM)","year":2016,"lang":"en","type":"article","venue":"Journal of Advanced Mechanical Design Systems and Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Coordinate-measuring machine; Machine tool; Sphericity; Compensation (psychology); Position (finance); Computer science; Machine epsilon; Algorithm; Artificial intelligence; Engineering; Mechanical engineering; Mathematics; Geometry","score_opus":0.01807248147557638,"score_gpt":0.22194643806562167,"score_spread":0.20387395659004529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524245141","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":[0.5481036,0.0025092273,0.44839913,0.000030013693,0.00044615997,0.00029582158,0.000005572376,0.000100613266,0.00010992935],"genre_scores_gemma":[0.9849308,0.0026101344,0.012157016,0.00001131512,0.000087652996,0.00001746937,3.033808e-7,0.00004503532,0.00014023753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99817806,0.000075094365,0.0008456176,0.00019223875,0.00035808943,0.00035092284],"domain_scores_gemma":[0.99894536,0.00017908786,0.00038198035,0.00021105832,0.00012828606,0.00015423802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010040284,0.00028392064,0.00068422756,0.00024207083,0.00005692323,0.000014934385,0.00021644244,0.00012843794,0.000012433306],"category_scores_gemma":[0.00011145858,0.00018786798,0.00012332373,0.00006871548,0.000038049213,0.00051371625,0.000049523478,0.00027284864,0.0000019927663],"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":[0.0007222465,0.000034349345,0.00006942295,0.00039474005,0.00016944409,0.000037333408,0.000040112634,0.021213492,0.9187968,0.00018246545,0.000029891786,0.058309726],"study_design_scores_gemma":[0.0019416598,0.0010887695,0.00018671175,0.0011914342,0.00007153147,0.00038000647,0.000029388822,0.006766134,0.98558533,0.00073588383,0.001713811,0.00030934953],"about_ca_topic_score_codex":0.000005155621,"about_ca_topic_score_gemma":9.2690914e-7,"teacher_disagreement_score":0.4368273,"about_ca_system_score_codex":0.000119499855,"about_ca_system_score_gemma":0.000021054173,"threshold_uncertainty_score":0.7661034},"labels":[],"label_agreement":null},{"id":"W2560055870","doi":"10.1115/detc2016-59674","title":"A Novel Mechanism Model of Actual Precision Transmission Devices","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Kinematics; Mechanism (biology); Computer science; Machining; Transmission (telecommunications); Rotor (electric); Control theory (sociology); Machine tool; Algorithm; Geometry; Artificial intelligence; Mathematics; Mechanical engineering; Engineering; Physics; Classical mechanics","score_opus":0.031997172945418144,"score_gpt":0.24523656308236522,"score_spread":0.21323939013694707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560055870","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":[0.03728814,0.00005503822,0.9588299,0.000032033142,0.000028553519,0.000079780744,0.00000348624,0.00028790763,0.0033951723],"genre_scores_gemma":[0.82604486,0.000115701005,0.17354088,0.000013379484,0.000007030005,0.0000073066867,4.620247e-7,0.00001128448,0.00025913288],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995806,0.0000029582604,0.00012539332,0.0000818064,0.00010160782,0.00010758283],"domain_scores_gemma":[0.9998018,0.00002622831,0.000014858191,0.000097204786,0.000026782207,0.000033135722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009511792,0.00007659332,0.00010301185,0.000061116116,0.000010712806,0.0000011794415,0.0000772576,0.00006973701,0.00008412264],"category_scores_gemma":[0.00000825705,0.0000449024,0.000032987777,0.000035650082,0.000010829192,0.00012284474,0.000007821298,0.000030561037,0.00000315675],"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":[0.000010572949,0.000011406349,0.0000058867986,0.000008353746,0.000006397167,4.6350227e-8,0.000025629843,0.0004719548,0.9205511,0.0024173944,0.000061358056,0.076429896],"study_design_scores_gemma":[0.00028375542,0.00003974591,0.000020478177,0.000045205503,0.000007685298,5.5271306e-7,0.000004178673,0.026441274,0.96492696,0.0073170555,0.0008400238,0.00007306861],"about_ca_topic_score_codex":7.6439926e-7,"about_ca_topic_score_gemma":0.0000026937205,"teacher_disagreement_score":0.78875667,"about_ca_system_score_codex":0.00001583978,"about_ca_system_score_gemma":0.0000058427677,"threshold_uncertainty_score":0.18310669},"labels":[],"label_agreement":null},{"id":"W2560709034","doi":"10.1115/detc2016-59495","title":"Discrete Kinematic Geometry in Testing Axes of Rotation of Spindles","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Toronto Metropolitan University","funders":"National Science Foundation","keywords":"Kinematics; Geometry; Position (finance); Rotation (mathematics); Ball (mathematics); Machine tool; Rotor (electric); Physics; Mathematics; Classical mechanics; Engineering; Mechanical engineering","score_opus":0.023280799410709832,"score_gpt":0.2509204248780586,"score_spread":0.22763962546734878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560709034","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":[0.79547435,0.000081758306,0.20035575,0.000012084395,0.000020839663,0.00008114344,0.0000010528182,0.00009161367,0.0038813986],"genre_scores_gemma":[0.9489531,0.000014191276,0.050982796,0.0000018399311,0.000005661146,0.00000771233,3.398078e-7,0.000006371511,0.00002801538],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962056,0.000006184839,0.00019209347,0.00004444233,0.00006096766,0.00007577983],"domain_scores_gemma":[0.9997728,0.000081965205,0.000037057427,0.00007118315,0.000027595835,0.000009428181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012500385,0.000048005415,0.00011811442,0.00015019307,0.0000030119375,5.6123883e-7,0.000041198386,0.000027550954,0.000019005221],"category_scores_gemma":[0.00020303858,0.000031678257,0.000014538015,0.00015409644,0.000021519112,0.000080199745,0.000006890278,0.00002221501,8.1631714e-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":[0.0000024877922,0.0000064816245,0.059231367,0.00011019155,0.000005957768,1.9974084e-7,0.000021680711,0.00046227782,0.9252273,0.0004988677,0.000009161147,0.01442404],"study_design_scores_gemma":[0.0002489904,0.00005814526,0.04754069,0.00025283394,0.0000067830874,4.3405865e-7,0.00003238251,0.00094246666,0.947906,0.0029322703,0.0000105936815,0.00006837224],"about_ca_topic_score_codex":0.000006544505,"about_ca_topic_score_gemma":0.0000118183,"teacher_disagreement_score":0.15347871,"about_ca_system_score_codex":0.000013001643,"about_ca_system_score_gemma":0.0000028774057,"threshold_uncertainty_score":0.12918018},"labels":[],"label_agreement":null},{"id":"W2564235354","doi":"","title":"Noncontact Evaluation of Thin Film Elasticity by Laser Ultrasound","year":2005,"lang":"en","type":"article","venue":"Toraiborojisuto","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Materials science; Elasticity (physics); Ultrasound; Laser; Composite material; Thin film; Tribology; Acoustics; Optics; Nanotechnology; Physics","score_opus":0.0189376441256608,"score_gpt":0.27252707370562534,"score_spread":0.25358942957996455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564235354","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":[0.94346416,0.001137535,0.032430492,0.000039595736,0.0002245591,0.00035086693,0.0000428917,0.00049178605,0.02181813],"genre_scores_gemma":[0.99588716,0.000046890575,0.0036859412,0.000045668625,0.00009621172,0.000036883644,0.000026648442,0.000021429409,0.00015315962],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991151,0.000038827788,0.00021275111,0.00012326954,0.0003293504,0.00018070894],"domain_scores_gemma":[0.9995396,0.000065541775,0.000045036108,0.00017711209,0.00012489095,0.000047815578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056138256,0.00012759013,0.00016949298,0.000056094057,0.0000247707,0.0000063974176,0.000104155464,0.00009321383,0.00052999257],"category_scores_gemma":[0.00012681943,0.00012656183,0.000043424956,0.00009227222,0.000028194001,0.0002003025,0.00000824797,0.00011829548,0.000030394798],"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":[0.000060653492,0.00022328443,0.0065501435,0.000072078634,0.00017243232,9.594065e-7,0.0005850579,0.107473314,0.75032157,0.00029156814,0.09564988,0.038599037],"study_design_scores_gemma":[0.0011070676,0.000115267074,0.006014279,0.000035228833,0.00014793604,0.0000030259393,0.000039363393,0.04207601,0.8997483,0.0004959269,0.04987548,0.0003420906],"about_ca_topic_score_codex":0.000010335256,"about_ca_topic_score_gemma":0.000050930244,"teacher_disagreement_score":0.14942674,"about_ca_system_score_codex":0.00016492352,"about_ca_system_score_gemma":0.000021895663,"threshold_uncertainty_score":0.58030474},"labels":[],"label_agreement":null},{"id":"W2564522378","doi":"10.1016/j.measurement.2016.12.032","title":"Study of detailed deviation zone considering coordinate metrology uncertainty","year":2016,"lang":"en","type":"article","venue":"Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metrology; Coordinate-measuring machine; Standard deviation; Mathematical optimization; Interpolation (computer graphics); Reliability (semiconductor); Extrapolation; Process (computing); Algorithm; Computer science; Mathematics; Engineering; Statistics; Mechanical engineering; Artificial intelligence","score_opus":0.04701006343353459,"score_gpt":0.24880724010314278,"score_spread":0.2017971766696082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564522378","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":[0.76393986,0.00036738676,0.23379776,0.000063418076,0.00026008676,0.00048723136,0.0000017136559,0.00037744566,0.0007051245],"genre_scores_gemma":[0.99859315,0.000033369295,0.0011665394,0.000016746253,0.000027376438,0.00011746025,5.8857904e-7,0.000023836104,0.000020909065],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869186,0.00008636343,0.00037144538,0.00018932467,0.00039579885,0.00026522067],"domain_scores_gemma":[0.9992858,0.000042570675,0.000082806066,0.00026468988,0.000272981,0.000051117393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092278706,0.00016883388,0.00031220602,0.00017176873,0.000038257072,0.000003572756,0.000116067706,0.00006694679,0.00004008742],"category_scores_gemma":[0.00016214637,0.0001241009,0.00004565694,0.00013806444,0.000037356378,0.00008812539,0.000024798446,0.000077069264,0.000008449882],"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":[0.00007865323,0.0002347568,0.06815938,0.000041598338,0.0003411023,0.000007693743,0.00024432442,0.0022021432,0.90178686,0.00016112378,0.00030565853,0.026436701],"study_design_scores_gemma":[0.009284298,0.0021186383,0.05595994,0.00020463622,0.0003817952,0.000009917188,0.0006601461,0.00067154266,0.9193491,0.0015455469,0.008961283,0.0008531704],"about_ca_topic_score_codex":0.00001043463,"about_ca_topic_score_gemma":0.00037920894,"teacher_disagreement_score":0.23465334,"about_ca_system_score_codex":0.0002705236,"about_ca_system_score_gemma":0.0000172144,"threshold_uncertainty_score":0.5060688},"labels":[],"label_agreement":null},{"id":"W2564722596","doi":"","title":"Calibration performance investigation of an uncalibrated indigenous artefact probing for five-axis machine tool","year":2016,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Calibration; Machine tool; Indigenous; Engineering drawing; Computer science; Mechanical engineering; Engineering; Mathematics; Statistics","score_opus":0.011753586801024545,"score_gpt":0.2113008378627635,"score_spread":0.19954725106173896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564722596","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":[0.52706665,0.0001384285,0.47098276,0.00010357078,0.000039488426,0.00071497064,0.00004547214,0.00088155974,0.000027126465],"genre_scores_gemma":[0.92228764,0.00013829894,0.07637661,0.0001418232,0.000059381262,0.00071851665,0.00008530463,0.00007481169,0.0001176023],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998539,0.00005731617,0.00048329987,0.00026994463,0.00018896714,0.00046148893],"domain_scores_gemma":[0.9990634,0.00007055167,0.00020298122,0.0004198027,0.00011309223,0.00013018797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004969113,0.0002721761,0.00030873306,0.00034601253,0.00012061412,0.000027810767,0.00024014525,0.00025701342,0.000010844357],"category_scores_gemma":[0.00009531406,0.00022577222,0.0000784242,0.0002981025,0.000075407836,0.0009930106,0.000028267848,0.0001530651,0.0000011553674],"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":[0.00015990822,0.000057452242,0.048603754,0.00016483096,0.000056464225,0.0000022220224,0.00044617555,0.0068588317,0.88447434,0.0010335313,0.00023271392,0.05790977],"study_design_scores_gemma":[0.0005844135,0.00041799858,0.014134819,0.00009098191,0.000026268352,0.000010249851,0.000013398794,0.20855695,0.77365834,0.001984435,0.00021577565,0.00030636368],"about_ca_topic_score_codex":0.00019919733,"about_ca_topic_score_gemma":0.0003174041,"teacher_disagreement_score":0.39522102,"about_ca_system_score_codex":0.00026354022,"about_ca_system_score_gemma":0.00009933261,"threshold_uncertainty_score":0.9206724},"labels":[],"label_agreement":null},{"id":"W2565664799","doi":"10.12913/22998624/60793","title":"DIAGNOSTIC OF CNC LATHE WITH QC 20 BALLBAR SYSTEM","year":2015,"lang":"en","type":"article","venue":"Advances in Science and Technology – Research Journal","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":30,"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 Regina","funders":"","keywords":"Grind; Engineering drawing; Identification (biology); Mechanical engineering; Engineering; Computer science; Manufacturing engineering; Biology","score_opus":0.037143913908034544,"score_gpt":0.34817264634742734,"score_spread":0.3110287324393928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565664799","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":[0.9295833,0.03589276,0.019452155,0.0007340773,0.00031816485,0.00047437544,0.0000023862242,0.0003981556,0.013144637],"genre_scores_gemma":[0.9899109,0.003607586,0.006404963,0.0000036164827,0.00002473468,0.000027523654,1.2061315e-7,0.000008635321,0.000011931532],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829257,0.00003784091,0.00021219761,0.00018035516,0.0007559921,0.0005210551],"domain_scores_gemma":[0.9986069,0.00015174923,0.00004670238,0.00019741857,0.00086241605,0.00013478698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036890155,0.00009434122,0.00018758845,0.0013317022,0.00014345859,0.00002249346,0.00051716133,0.00008922073,0.0000015108255],"category_scores_gemma":[0.0015325721,0.000068026355,0.000007941339,0.002315374,0.0021799016,0.00072300184,0.00009133654,0.0007302382,0.0000019104878],"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":[0.00019202444,0.00018034437,0.5661143,0.0003335308,0.000051566534,0.0008833499,0.0007931111,0.008046941,0.092089,0.065356694,0.0010291801,0.26492992],"study_design_scores_gemma":[0.008787383,0.009387793,0.0082596615,0.004235977,0.00006270367,0.0068024793,0.034408983,0.01582533,0.5533531,0.2172845,0.13981083,0.0017812892],"about_ca_topic_score_codex":0.0000015336602,"about_ca_topic_score_gemma":0.000028715542,"teacher_disagreement_score":0.55785465,"about_ca_system_score_codex":0.0002111136,"about_ca_system_score_gemma":0.00022775111,"threshold_uncertainty_score":0.8031938},"labels":[],"label_agreement":null},{"id":"W2566081284","doi":"10.1515/meceng-2016-0028","title":"Measurement Accuracy Investigation of Touch Trigger Probe with Five-Axis Machine Tools","year":2016,"lang":"en","type":"article","venue":"Archive of Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Coordinate-measuring machine; Repeatability; Metrology; Machine tool; Computer science; Accuracy and precision; Aside; Crash; Surface metrology; Simulation; Mechanical engineering; Artificial intelligence; Engineering; Optics; Physics; Profilometer","score_opus":0.022383458418665615,"score_gpt":0.21398800450427513,"score_spread":0.1916045460856095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566081284","genre_codex":"methods","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":[0.10403529,0.00015777008,0.89489937,0.00007650002,0.00007178747,0.00032907157,0.000018902849,0.00027396495,0.00013733639],"genre_scores_gemma":[0.93493414,0.000086350046,0.06483583,0.000007926926,0.000025406332,0.000059560265,0.000003569906,0.000035442597,0.000011744646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998894,0.000020143932,0.00034889666,0.0001694028,0.00033742952,0.00023016059],"domain_scores_gemma":[0.9993483,0.00016131104,0.0000748566,0.00023727822,0.00009261894,0.00008562521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026422596,0.00018396637,0.00030508192,0.00014253106,0.000012940541,0.0000031587838,0.00016619966,0.000060641752,0.000014081208],"category_scores_gemma":[0.00035160623,0.00012639056,0.00006584376,0.00013656974,0.000037041194,0.00018357286,0.000034398898,0.00012939979,0.0000015273132],"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":[0.000058213704,0.0000138931955,0.000099801306,0.00012177342,0.000075090604,0.0000012291669,0.000048093698,0.0023590298,0.9811253,0.0035400952,0.000020462567,0.012536994],"study_design_scores_gemma":[0.00079443754,0.00039017535,0.0007527321,0.0004950742,0.000034821274,0.0000033127114,0.0000046570703,0.0053568357,0.9897638,0.0018830429,0.00033156225,0.00018956211],"about_ca_topic_score_codex":0.0000060282964,"about_ca_topic_score_gemma":0.000007925406,"teacher_disagreement_score":0.8308989,"about_ca_system_score_codex":0.000057254263,"about_ca_system_score_gemma":0.000021839816,"threshold_uncertainty_score":0.5154057},"labels":[],"label_agreement":null},{"id":"W2566246069","doi":"10.1155/2016/8565791","title":"Development of New Measurement System of Errors in the Multiaxial Machine Tool for an Active Compensation","year":2016,"lang":"en","type":"article","venue":"Journal of Quality and Reliability Engineering","topic":"Advanced Measurement and Metrology Techniques","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":"Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Computer science; Calibration; Instrumentation (computer programming); Metrology; System of measurement; Machine tool; Accuracy and precision; Observational error; Control theory (sociology); Control engineering; Engineering; Control (management); Artificial intelligence; Mechanical engineering","score_opus":0.07358217740381716,"score_gpt":0.30471570211264054,"score_spread":0.23113352470882337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566246069","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":[0.6550798,0.0000936486,0.34449375,0.000049218324,0.00009115733,0.00016880754,0.0000029606629,0.0000147759065,0.000005918157],"genre_scores_gemma":[0.9438318,0.000017231192,0.05610127,0.0000029612038,0.00003285632,0.0000059893637,4.7174203e-7,0.000006906673,5.020425e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987987,0.00005171059,0.0007187471,0.00006856713,0.00025871306,0.00010353987],"domain_scores_gemma":[0.9993739,0.00013265786,0.00018209066,0.0001083989,0.00016848641,0.00003443605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033119407,0.00009422046,0.00029113784,0.00009390312,0.000015968146,0.0000024267667,0.000099952995,0.000061119696,6.31577e-7],"category_scores_gemma":[0.00029732002,0.000056392877,0.000056852004,0.00006146776,0.000020539901,0.00014938171,0.0000075684616,0.000100046935,2.4152866e-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":[0.0005118368,0.00016476474,0.0035813067,0.0017806372,0.00012446911,5.7403486e-7,0.0053690732,0.03212788,0.90475583,0.0008109355,0.000013708546,0.050758995],"study_design_scores_gemma":[0.004550203,0.00063266006,0.20720941,0.0014300497,0.00010186449,0.000016066086,0.0014717062,0.010780465,0.7713092,0.0006177688,0.0014640071,0.00041662614],"about_ca_topic_score_codex":0.0000060310226,"about_ca_topic_score_gemma":0.000017613866,"teacher_disagreement_score":0.28875205,"about_ca_system_score_codex":0.00016523186,"about_ca_system_score_gemma":0.000040282266,"threshold_uncertainty_score":0.22996348},"labels":[],"label_agreement":null},{"id":"W2566683778","doi":"10.1109/iros.2016.7759386","title":"Performances of observability indices for industrial robot calibration","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Observability; Robot; Calibration; Robot calibration; Noise (video); Position (finance); Control theory (sociology); Computer science; Monte Carlo method; Artificial intelligence; Robot kinematics; Mathematics; Mobile robot; Statistics","score_opus":0.07304810723361654,"score_gpt":0.25198342850950245,"score_spread":0.1789353212758859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566683778","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":[0.5499382,0.000046327415,0.44834453,0.00007940612,0.00017681069,0.00022457735,0.0000062946383,0.00024834214,0.0009354791],"genre_scores_gemma":[0.9906608,0.00002598492,0.009126318,0.000007572555,0.00006437584,0.000039757448,0.0000020732446,0.000005508354,0.00006759418],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996713,0.0000055440983,0.0001304408,0.00005740116,0.000050473926,0.0000848577],"domain_scores_gemma":[0.9998142,0.00005118426,0.000023549874,0.00007178887,0.000023730474,0.000015552363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015292167,0.000049527534,0.000087489345,0.000032286316,0.00001329963,0.0000017443509,0.000051719268,0.000067140456,0.000035589426],"category_scores_gemma":[0.0000448049,0.000030583215,0.000024776042,0.000039842893,0.000026747744,0.00021724195,0.0000050975896,0.000023774188,4.1848062e-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":[0.00013004213,0.000038446866,0.21059628,0.00010865282,0.000056278917,6.7359146e-8,0.00007625548,0.00073623686,0.6053104,0.0024480326,0.0024491136,0.17805025],"study_design_scores_gemma":[0.0005472146,0.00013213082,0.0036555005,0.000018405715,0.000009402708,1.0725639e-7,0.000012106995,0.0012522867,0.98836744,0.0015154575,0.0044103526,0.000079567035],"about_ca_topic_score_codex":0.0000016680066,"about_ca_topic_score_gemma":0.000010185383,"teacher_disagreement_score":0.44072258,"about_ca_system_score_codex":0.00001651327,"about_ca_system_score_gemma":0.000007638363,"threshold_uncertainty_score":0.12471473},"labels":[],"label_agreement":null},{"id":"W2597522984","doi":"10.1364/ao.56.002714","title":"Standard-wheel-based field calibration method for railway wheelset diameter online measuring system","year":2017,"lang":"en","type":"article","venue":"Applied Optics","topic":"Advanced Measurement and Metrology Techniques","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":"Fundamental Research Funds for the Central Universities; Guangzhou Science and Technology Program key projects; China Scholarship Council","keywords":"Calibration; Computer science; Calipers; Solver; Nonlinear programming; Displacement (psychology); Field (mathematics); Residual; Nonlinear system; Optics; Algorithm; Physics; Mathematics","score_opus":0.03256917707963292,"score_gpt":0.2841638815153255,"score_spread":0.2515947044356926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597522984","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":[0.0026918813,0.000047110934,0.99012196,0.00009072336,0.00031139093,0.0005487589,0.000056349043,0.0006177836,0.0055140615],"genre_scores_gemma":[0.475794,0.0000053499666,0.5237534,0.0000676793,0.00014087283,0.0001475595,0.000027051445,0.000039910574,0.000024200099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913853,0.000011409589,0.00023375952,0.00019417303,0.00015983594,0.00026229967],"domain_scores_gemma":[0.99908835,0.00016267467,0.00008948617,0.0005014764,0.00009464981,0.00006335863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039786412,0.00018116616,0.00027201785,0.00007253332,0.00020274844,0.000069348025,0.00023536482,0.00016650687,0.0000036012248],"category_scores_gemma":[0.00012632045,0.00017883562,0.000056398167,0.00004080505,0.000024793488,0.0001092346,0.000025064348,0.00015510473,0.0000019070197],"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":[0.0008054481,0.00016115268,0.0016215846,0.002711267,0.0005637696,0.000016372209,0.0002700248,0.05766477,0.66276777,0.046934873,0.0075834068,0.21889955],"study_design_scores_gemma":[0.0014599353,0.00015370914,0.000091623624,0.00008259792,0.00011554204,0.0000012288367,0.000050817132,0.2196462,0.76918006,0.0011784608,0.007641067,0.000398775],"about_ca_topic_score_codex":0.0000027572942,"about_ca_topic_score_gemma":0.000021638956,"teacher_disagreement_score":0.47310212,"about_ca_system_score_codex":0.00009337668,"about_ca_system_score_gemma":0.0000255812,"threshold_uncertainty_score":0.72927046},"labels":[],"label_agreement":null},{"id":"W2598425184","doi":"10.1007/s00170-017-0216-2","title":"A robust and automated FE-based method for fixtureless dimensional metrology of non-rigid parts using an improved numerical inspection fixture","year":2017,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; École de Technologie Supérieure","funders":"","keywords":"Fixture; Finite element method; Displacement (psychology); Metrology; Engineering; Robustness (evolution); Automotive industry; Process (computing); Mechanical engineering; Point cloud; Coordinate-measuring machine; CAD; Computer science; Engineering drawing; Structural engineering","score_opus":0.02334803487631773,"score_gpt":0.309132767066279,"score_spread":0.28578473218996125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598425184","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":[0.5021116,0.00010069406,0.4963463,0.00059246225,0.00048895413,0.00014220225,0.0000080954405,0.00020235528,0.0000073414953],"genre_scores_gemma":[0.71313393,0.000027318001,0.28666762,0.000046753303,0.00008505504,0.0000124933,0.0000026469775,0.000021712176,0.0000025007143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989717,0.000025326082,0.0004230666,0.00017298655,0.0001907337,0.00021617598],"domain_scores_gemma":[0.9986331,0.00012505091,0.0006004451,0.00029893266,0.00029637362,0.000046134224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004149723,0.00019048792,0.00038346983,0.0004066598,0.00017760444,0.000025482885,0.0006949272,0.00021874282,0.0000029851294],"category_scores_gemma":[0.0001904951,0.00014543522,0.00009329959,0.000041130115,0.00019058229,0.0002887178,0.00008763076,0.00040150448,9.050724e-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":[0.00051029166,0.00006665938,0.00019859483,0.00002526824,0.00026124564,0.000013332461,0.000027496573,0.30225882,0.67559946,0.00016782335,0.000041315536,0.0208297],"study_design_scores_gemma":[0.0012275598,0.0003192054,0.00095768657,0.000048696667,0.00005938984,0.00015282734,0.000023716535,0.2646615,0.72694176,0.0052313446,0.0002558056,0.00012049058],"about_ca_topic_score_codex":0.00000920509,"about_ca_topic_score_gemma":0.000013871,"teacher_disagreement_score":0.21102232,"about_ca_system_score_codex":0.000120221106,"about_ca_system_score_gemma":0.000036666308,"threshold_uncertainty_score":0.5930676},"labels":[],"label_agreement":null},{"id":"W2611828079","doi":"","title":"ANR MAXWELL: presentation, evolution of the measurement set-up and results","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Measurement and Metrology Techniques","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":"Vancouver Biotech (Canada)","funders":"","keywords":"Presentation (obstetrics); Set (abstract data type); Computer science; Maxwell's equations; Physics; Classical mechanics; Programming language","score_opus":0.03099111269455117,"score_gpt":0.2300407991714059,"score_spread":0.19904968647685473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611828079","genre_codex":"methods","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":[0.16867024,0.009617025,0.6562488,0.0025696403,0.0014964173,0.0023410863,0.00018926899,0.0013145608,0.15755296],"genre_scores_gemma":[0.98567563,0.00073602144,0.012413482,0.000010519828,0.000013493228,0.000068182286,0.00007677748,0.00003436861,0.0009714984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973268,0.0011513471,0.0005283699,0.00036928162,0.00041487635,0.00020933668],"domain_scores_gemma":[0.9966871,0.00016400976,0.00034011103,0.0012895565,0.0014502882,0.000068920715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004328101,0.00023265436,0.00025094236,0.00013160669,0.00013166164,0.00003827644,0.00058998866,0.00022395735,0.0000119603665],"category_scores_gemma":[0.0008627812,0.00021066544,0.00010520751,0.00019146029,0.00020590828,0.000089568275,0.0004734401,0.0004318015,0.0000017734119],"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":[0.0005560672,0.0013414616,0.03241772,0.0053114207,0.0019941174,0.000006793649,0.12393386,0.0065831244,0.38522142,0.25724307,0.042293508,0.14309742],"study_design_scores_gemma":[0.0011682956,0.000001139359,0.022481283,0.0024185353,0.00018596968,0.000004910791,0.0002600288,0.008148607,0.91202617,0.03787,0.014824594,0.00061046885],"about_ca_topic_score_codex":0.00030118297,"about_ca_topic_score_gemma":0.00070907065,"teacher_disagreement_score":0.8170054,"about_ca_system_score_codex":0.0001816908,"about_ca_system_score_gemma":0.00009570498,"threshold_uncertainty_score":0.85906875},"labels":[],"label_agreement":null},{"id":"W2617297034","doi":"10.1016/j.measurement.2017.05.056","title":"Developing skin model in coordinate metrology using a finite element method","year":2017,"lang":"en","type":"article","venue":"Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metrology; Coordinate-measuring machine; Surface (topology); Process (computing); Point (geometry); Coordinate system; Computer science; Ideal (ethics); Finite element method; Standard deviation; Surface metrology; Algorithm; Mathematics; Mechanical engineering; Geometry; Engineering; Profilometer; Computer vision; Structural engineering; Statistics","score_opus":0.13381708693005145,"score_gpt":0.3432906397768253,"score_spread":0.20947355284677383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617297034","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":[0.017141847,0.0004285851,0.9789348,0.00018746116,0.00026255244,0.0003570728,0.0000023913497,0.0002236667,0.002461598],"genre_scores_gemma":[0.71831274,0.000056704786,0.28135967,0.00009343439,0.000035469915,0.000087919536,0.0000013476931,0.0000351375,0.000017563416],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99821717,0.00007307613,0.00041410857,0.0003110792,0.00042002604,0.00056456926],"domain_scores_gemma":[0.9991093,0.000020883952,0.00011891822,0.00054229057,0.00013998697,0.00006860943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022899923,0.0002695561,0.0003888134,0.0002869387,0.00020733378,0.000041883886,0.00039703315,0.00013121344,0.0000122252095],"category_scores_gemma":[0.00019697925,0.00027960082,0.00007331239,0.00009215751,0.000041237436,0.00021291598,0.00009762301,0.00026130065,0.000005403524],"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":[0.000079222606,0.00008994916,0.010115191,0.00016037618,0.00025427484,0.0000328418,0.00032179512,0.77359045,0.1639646,0.0039169802,0.00024232948,0.047231972],"study_design_scores_gemma":[0.0014943826,0.0000574363,0.0033993684,0.0001371894,0.00006375825,0.000004224329,0.000032423064,0.8177243,0.16435723,0.007912935,0.0042481953,0.0005685379],"about_ca_topic_score_codex":0.00004904444,"about_ca_topic_score_gemma":0.00032023012,"teacher_disagreement_score":0.7011709,"about_ca_system_score_codex":0.0009199976,"about_ca_system_score_gemma":0.000073117146,"threshold_uncertainty_score":0.9999656},"labels":[],"label_agreement":null},{"id":"W2619626288","doi":"","title":"Dimensional Metrology of Non-rigid Parts Without Specialized Inspection Fixtures =","year":2017,"lang":"en","type":"article","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Automotive industry; Metrology; Point cloud; Displacement (psychology); Finite element method; Process (computing); CAD; Mechanical engineering; Engineering; Identification (biology); Quality (philosophy); Computer science; Engineering drawing; Structural engineering; Mathematics","score_opus":0.01629385918194088,"score_gpt":0.2810048829307496,"score_spread":0.2647110237488087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619626288","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":[0.8386058,0.0017871484,0.123714305,0.0030337342,0.0013862891,0.0024662728,0.000121965626,0.021629335,0.00725514],"genre_scores_gemma":[0.96801436,0.0005692348,0.029729646,0.00020981852,0.00020935328,0.00045836804,0.000032598673,0.00020733589,0.00056929956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.995089,0.00007696551,0.0010164194,0.0011900031,0.0006699777,0.0019576247],"domain_scores_gemma":[0.9951557,0.00020318273,0.0007184154,0.0033158748,0.0003627455,0.0002440624],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0010020349,0.00109984,0.0015805126,0.0013649135,0.00079893693,0.00013185466,0.0028793684,0.0027164004,0.00007309455],"category_scores_gemma":[0.0028672733,0.0010999371,0.0004445871,0.0008612274,0.0020525455,0.0005895742,0.00085469976,0.00237396,0.000042811174],"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":[0.0009748413,0.0009987684,0.22633567,0.00045557332,0.0010296298,0.00082456914,0.00043528122,0.06294771,0.6504553,0.007934383,0.03429976,0.013308516],"study_design_scores_gemma":[0.004399238,0.0017293451,0.047216732,0.00029276786,0.0004000556,0.0003136913,0.0013220591,0.026611118,0.861209,0.014919468,0.039275687,0.0023108395],"about_ca_topic_score_codex":0.00012567018,"about_ca_topic_score_gemma":0.00077925593,"teacher_disagreement_score":0.21075371,"about_ca_system_score_codex":0.0005317478,"about_ca_system_score_gemma":0.00025956982,"threshold_uncertainty_score":0.9999276},"labels":[],"label_agreement":null},{"id":"W2624793794","doi":"","title":"Mesure de la Largeur Spectrale d'un Laser Cohérent par Injection Optique","year":2004,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Measurement and Metrology Techniques","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":"Université Laval","funders":"","keywords":"Physics; Optics; Humanities; Art","score_opus":0.009068738245866091,"score_gpt":0.22706776019829594,"score_spread":0.21799902195242984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624793794","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":[0.182401,0.0033126592,0.756036,0.0045980397,0.0005422306,0.00074669387,0.000065434266,0.0011700479,0.051127892],"genre_scores_gemma":[0.76564497,0.004432126,0.22442235,0.00009271843,0.00009269677,0.00020442528,0.0002973814,0.00013454955,0.0046787723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99030226,0.006793058,0.00074151595,0.0008983045,0.00045204192,0.0008128129],"domain_scores_gemma":[0.99553585,0.0009883175,0.00041467277,0.0016802787,0.0010569872,0.0003239065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0093824575,0.00067543396,0.0006312237,0.00032291305,0.00041100738,0.00023953913,0.0009862625,0.0010219809,0.0003789945],"category_scores_gemma":[0.0011283124,0.00081045786,0.00037233383,0.0005056975,0.00039967961,0.0002509795,0.00050345936,0.0019428716,0.00006744578],"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":[0.00016905504,0.0047977422,0.05356903,0.0019890927,0.001619759,0.00019806906,0.032959256,0.093770325,0.18576327,0.5401761,0.007308242,0.07768005],"study_design_scores_gemma":[0.0013150834,0.0000029797152,0.027659196,0.002547709,0.00022386195,0.000101188634,0.000105162864,0.0054209987,0.87571985,0.043094043,0.042768396,0.0010415165],"about_ca_topic_score_codex":0.00089896494,"about_ca_topic_score_gemma":0.0012176258,"teacher_disagreement_score":0.6899566,"about_ca_system_score_codex":0.0009711391,"about_ca_system_score_gemma":0.0003886389,"threshold_uncertainty_score":0.99943465},"labels":[],"label_agreement":null},{"id":"W2626232695","doi":"","title":"How to extract structural matrices (mass,stiffness...) from Ansys and import them into Matlab. Obtention of elementary cyclic symmetric matrices from an elementary sector in Ansys.","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Measurement and Metrology Techniques","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":"Polytechnique Montréal","funders":"","keywords":"Section (typography); Stiffness; MATLAB; Structural engineering; Interpretation (philosophy); Binary number; Mathematics; Computer science; Engineering; Arithmetic; Programming language","score_opus":0.015680587007898875,"score_gpt":0.23957882331679048,"score_spread":0.2238982363088916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626232695","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":[0.96011627,0.003471272,0.033508558,0.0005341109,0.00032510172,0.0007790083,0.00039073403,0.00037785392,0.0004971155],"genre_scores_gemma":[0.8576938,0.0015492435,0.13862817,0.000033102326,0.0000726778,0.00009864002,0.0018040783,0.00006815459,0.000052156836],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996362,0.0010787358,0.00080936146,0.00084918656,0.0004889118,0.00041185552],"domain_scores_gemma":[0.9969702,0.00053893815,0.0005107666,0.0012657399,0.00051404565,0.0002003609],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018497513,0.0005069247,0.0006508773,0.0007244164,0.00013243801,0.00023446478,0.00095092045,0.0003423137,0.00015309939],"category_scores_gemma":[0.00022816355,0.0005350824,0.00013154554,0.00066935597,0.0001295057,0.0005236499,0.0005064272,0.0005362104,0.000003669587],"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":[0.00017939386,0.00049587426,0.42910853,0.0009908809,0.00069980766,0.00002186706,0.009047467,0.00022981588,0.3602604,0.0010790963,0.00080061157,0.19708629],"study_design_scores_gemma":[0.0020510792,0.000010923345,0.38929576,0.0029170206,0.00045722967,0.0000063806588,0.0013427723,0.019034253,0.5497056,0.030694412,0.0025826818,0.0019018858],"about_ca_topic_score_codex":0.0056862575,"about_ca_topic_score_gemma":0.0049105636,"teacher_disagreement_score":0.1951844,"about_ca_system_score_codex":0.00026931192,"about_ca_system_score_gemma":0.000058494163,"threshold_uncertainty_score":0.9997101},"labels":[],"label_agreement":null},{"id":"W2674939899","doi":"10.1299/jsmelem.2015.8._0216-1_","title":"0216 Testing a Five Axis Machine Tool for Coordinate Metrology","year":2015,"lang":"en","type":"article","venue":"Proceedings of International Conference on Leading Edge Manufacturing in 21st century LEM21","topic":"Advanced Measurement and Metrology Techniques","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":"Polytechnique Montréal","funders":"","keywords":"Metrology; Engineering drawing; Coordinate-measuring machine; Computer science; Engineering; Mechanical engineering; Mathematics; Statistics","score_opus":0.051287452888876706,"score_gpt":0.282451887377045,"score_spread":0.2311644344881683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2674939899","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":[0.90068936,0.0002598625,0.0031940704,0.0004244437,0.0015624765,0.0007187978,0.00005263298,0.0005578697,0.09254051],"genre_scores_gemma":[0.986953,0.00010397398,0.0123352315,0.000060970167,0.0001411893,0.00012626508,0.000020154777,0.000040880597,0.0002183056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985477,0.000006606862,0.00044378344,0.0003404255,0.000269542,0.0003919508],"domain_scores_gemma":[0.9990744,0.00012361609,0.00016634306,0.00008131545,0.00047258832,0.00008172908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052785495,0.00027517416,0.000370877,0.000533984,0.000036680787,0.0000449693,0.0004236069,0.0001415691,0.000021673288],"category_scores_gemma":[0.0006157189,0.00027955315,0.00007213293,0.00012405567,0.000065195905,0.0003152462,0.00006970983,0.0003597557,0.0000072177572],"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":[0.002968948,0.0011861548,0.1329954,0.0020961254,0.0011529262,0.00003489697,0.004707627,0.014635227,0.4738618,0.19799806,0.008255735,0.16010708],"study_design_scores_gemma":[0.00431567,0.0012725659,0.0041714176,0.00087752356,0.00006268062,0.000035985413,0.0011770005,0.034180254,0.9134445,0.019132685,0.020178314,0.0011513911],"about_ca_topic_score_codex":0.000012698703,"about_ca_topic_score_gemma":0.000005572283,"teacher_disagreement_score":0.43958268,"about_ca_system_score_codex":0.00032572245,"about_ca_system_score_gemma":0.000026574415,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W2738303986","doi":"","title":"Reduced-order models for microelectromechanical systems","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Order (exchange); Computer science; Business","score_opus":0.024793109947856502,"score_gpt":0.257376019434905,"score_spread":0.23258290948704852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738303986","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":[0.006932002,0.00047537312,0.97773576,0.000015931762,0.00025702934,0.00029699827,0.0000011547266,0.00087964523,0.013406112],"genre_scores_gemma":[0.91684335,0.000035384594,0.08226273,0.000043573888,0.00009948288,0.00005676236,0.0000043498967,0.00002907303,0.00062530284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993878,0.0000031044658,0.00015015305,0.0001034531,0.0000600436,0.00029543598],"domain_scores_gemma":[0.9997467,0.000030761053,0.000010448206,0.00010806722,0.000057817448,0.0000461994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031391115,0.00008923041,0.0001174888,0.00006927079,0.000024234547,0.000006285514,0.000069869064,0.00009286046,0.0000057799125],"category_scores_gemma":[0.000011385355,0.00008230844,0.000033454246,0.0000847628,0.0000075628604,0.00007446776,0.000005418472,0.00007427756,0.0000029776634],"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":[0.000024023542,0.00001446919,0.000004108879,0.000037457976,0.00003342196,9.765663e-7,0.0000141694645,0.004685461,0.93873215,0.047929514,0.0041013416,0.0044229007],"study_design_scores_gemma":[0.00047897038,0.00016065563,0.000005695821,0.00001456197,0.000022530074,0.000013632563,0.000038375794,0.10334969,0.85562444,0.014527158,0.025471138,0.0002931778],"about_ca_topic_score_codex":0.000001709464,"about_ca_topic_score_gemma":0.000004463433,"teacher_disagreement_score":0.90991133,"about_ca_system_score_codex":0.000052548185,"about_ca_system_score_gemma":0.000005389176,"threshold_uncertainty_score":0.3356441},"labels":[],"label_agreement":null},{"id":"W2739082244","doi":"","title":"Experimental evaluation of errors during five axis High-Speed Machine tool motion","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Measurement and Metrology Techniques","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":"Polytechnique Montréal","funders":"","keywords":"Computer science; Machine tool; Motion (physics); Computer vision; Engineering; Mechanical engineering","score_opus":0.02670849782870847,"score_gpt":0.2509432426547825,"score_spread":0.22423474482607406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739082244","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":[0.892778,0.0021038798,0.08949369,0.000118072596,0.00033201507,0.00074226526,0.00004394403,0.0005695422,0.013818602],"genre_scores_gemma":[0.9729235,0.00019447363,0.025834942,0.000005383603,0.00001765342,0.000117767864,0.0003550277,0.000056779776,0.0004944441],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966262,0.0015951981,0.0005286279,0.00045536913,0.000536242,0.0002583904],"domain_scores_gemma":[0.99690866,0.00011979976,0.00031999993,0.0011888049,0.0013898271,0.000072894436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039054076,0.00031941934,0.00037812977,0.00026995278,0.0001144512,0.00003381659,0.0005369605,0.00029829447,0.00025428334],"category_scores_gemma":[0.0004415879,0.00036415816,0.0001568745,0.00017827695,0.0001229518,0.00016078254,0.00038544467,0.0004629084,0.000009040405],"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":[0.00009941998,0.0013197889,0.0032992372,0.00082334207,0.0005632488,0.000004274825,0.020843266,0.019013632,0.8873674,0.016815072,0.00035157104,0.04949975],"study_design_scores_gemma":[0.0006847445,6.932879e-7,0.0056263446,0.00053208775,0.00009536408,0.0000023071655,0.00006618642,0.03812095,0.9518114,0.0026663581,0.000073694966,0.00031989327],"about_ca_topic_score_codex":0.00039988465,"about_ca_topic_score_gemma":0.00017790923,"teacher_disagreement_score":0.08014554,"about_ca_system_score_codex":0.0003093364,"about_ca_system_score_gemma":0.00006115377,"threshold_uncertainty_score":0.999881},"labels":[],"label_agreement":null},{"id":"W2742651759","doi":"10.1299/jsmeopt.2012.10.0__1107-1_","title":"1107 Control of the vibration mode by Differential Evolution","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Optimization Symposium","topic":"Advanced Measurement and Metrology Techniques","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":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Modal; Vibration; Differential (mechanical device); Continuation; Differential evolution; Mode (computer interface); Mathematical optimization; Computer science; Finite element method; Point (geometry); Node (physics); Control theory (sociology); Mathematics; Control (management); Algorithm; Engineering; Geometry; Structural engineering; Physics; Artificial intelligence; Acoustics","score_opus":0.004519606877022305,"score_gpt":0.19089818454558466,"score_spread":0.18637857766856236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742651759","genre_codex":"methods","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":[0.078718714,0.00018700439,0.91679126,0.00024948886,0.0004902275,0.00047891174,0.000013269268,0.0001496606,0.0029214425],"genre_scores_gemma":[0.9968905,0.0000318458,0.002881218,0.000019453311,0.0000577346,0.000027625238,0.0000023025675,0.000016775755,0.00007256835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994084,0.000006822472,0.00020572232,0.00006414431,0.00017768434,0.00013719071],"domain_scores_gemma":[0.99959797,0.000007758591,0.00015049842,0.00007590199,0.00014572352,0.000022156508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010935259,0.000093236355,0.000118937176,0.000038820453,0.000056482066,0.000006737251,0.00017572053,0.00007750588,0.000008730461],"category_scores_gemma":[0.000031347663,0.00006155987,0.00006194214,0.00015783276,0.00004980179,0.00032275682,0.000027198546,0.000077657845,2.623732e-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":[0.000017278204,0.0000318601,0.011606975,0.000040545518,0.000023085031,4.630836e-10,0.00011963784,0.095811665,0.8896883,0.0019202634,0.00071741664,0.000022961689],"study_design_scores_gemma":[0.00037428303,0.000018302087,0.0011000568,0.000032456403,0.000077239034,6.967034e-7,0.00002429475,0.20234787,0.7956328,0.00015923737,0.0001433374,0.00008942115],"about_ca_topic_score_codex":0.0000016675599,"about_ca_topic_score_gemma":1.2560734e-7,"teacher_disagreement_score":0.91817176,"about_ca_system_score_codex":0.000054548294,"about_ca_system_score_gemma":0.000004989278,"threshold_uncertainty_score":0.25103387},"labels":[],"label_agreement":null},{"id":"W2745036668","doi":"10.1139/tcsme-2012-0019","title":"DIMENSIONAL INSPECTION OF TRANSLATING CAMS BY CNC COORDINATE MEASURING MACHINE","year":2012,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Council","keywords":"Frame (networking); Coordinate-measuring machine; Coordinate system; Kinematics; Computer science; Point (geometry); Transformation (genetics); Expression (computer science); Ideal (ethics); Curvature; Surface (topology); Engineering drawing; Principal curvature; Transformation matrix; Simple (philosophy); Algorithm; Computer vision; Mathematics; Mechanical engineering; Engineering; Geometry; Physics; Mean curvature","score_opus":0.013714738027020463,"score_gpt":0.20061842243239225,"score_spread":0.18690368440537178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745036668","genre_codex":"methods","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":[0.030582055,0.0010838896,0.96674615,0.00012435188,0.00063265394,0.00036040953,0.00012311035,0.00026510743,0.00008227632],"genre_scores_gemma":[0.98210716,0.0000152055645,0.017732564,0.000015918027,0.000029091514,0.000038829978,0.000005701842,0.000037979855,0.000017568991],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992008,0.0000063276234,0.00024186909,0.000084661806,0.00013621288,0.00033011928],"domain_scores_gemma":[0.9995978,0.00003944767,0.00003433135,0.00013946602,0.0000443475,0.0001446228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029084325,0.00013522888,0.00019265906,0.000052832795,0.0001328466,0.0000029706378,0.00012485734,0.00013854488,0.0000108860595],"category_scores_gemma":[0.000016470522,0.00012878774,0.0003480356,0.00019984535,0.000028972889,0.00012968667,0.0000023608932,0.00024085722,1.626603e-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":[0.000009861405,0.000036812668,0.000078799494,0.0003008635,0.0003538597,4.856461e-8,0.00035166848,0.17953,0.8142131,0.0014037869,0.00033521178,0.0033859664],"study_design_scores_gemma":[0.00053617486,0.000047695077,0.00007698202,0.000091164766,0.0001757925,0.000005627931,0.00005140405,0.1991925,0.7968647,0.00015175041,0.002539441,0.000266805],"about_ca_topic_score_codex":0.0011946432,"about_ca_topic_score_gemma":0.0023441417,"teacher_disagreement_score":0.9515251,"about_ca_system_score_codex":0.00024692377,"about_ca_system_score_gemma":0.000029518515,"threshold_uncertainty_score":0.5251811},"labels":[],"label_agreement":null},{"id":"W2748622059","doi":"","title":"The design of the quarter and half wave plates for two laser wavelengths","year":2016,"lang":"en","type":"article","venue":"Guangdianzi Jiguang","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Optics; Quarter (Canadian coin); Wavelength; Laser; Physics; Geography","score_opus":0.022956758192089605,"score_gpt":0.23122730163802982,"score_spread":0.2082705434459402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748622059","genre_codex":"methods","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":[0.20152456,0.0043107937,0.78264046,0.004184623,0.0012518736,0.0026292263,0.00006273054,0.0007252296,0.0026705253],"genre_scores_gemma":[0.994182,0.0001656684,0.005029276,0.00005983242,0.00008734989,0.0001135913,6.783727e-7,0.000027902905,0.00033372964],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993591,0.00003199486,0.00015886311,0.00011440084,0.00008697876,0.00024871368],"domain_scores_gemma":[0.99919575,0.00044332235,0.000040767336,0.0002449992,0.000043669654,0.00003150529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003108608,0.00012278979,0.000128134,0.000030236843,0.00010980682,0.000009917386,0.00012808734,0.000058627782,0.0000072834628],"category_scores_gemma":[0.0000921449,0.000057357,0.000058457274,0.000059152197,0.000110015055,0.00008804798,0.000021763733,0.00006367536,0.000002455361],"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":[0.00021279088,0.000040502415,0.0018430413,0.0001251644,0.00034187405,0.0000040631176,0.000942289,0.00044308015,0.6505175,0.010534964,0.03365367,0.30134106],"study_design_scores_gemma":[0.001655252,0.00016035266,0.0019152663,0.00014074403,0.000075591066,0.000010842486,0.00013560499,0.003006684,0.9378924,0.016045794,0.038625162,0.0003363526],"about_ca_topic_score_codex":0.0000026668292,"about_ca_topic_score_gemma":0.000021257367,"teacher_disagreement_score":0.79265743,"about_ca_system_score_codex":0.000025078401,"about_ca_system_score_gemma":0.000009907415,"threshold_uncertainty_score":0.23389506},"labels":[],"label_agreement":null},{"id":"W2756462076","doi":"10.4236/jasmi.2017.73007","title":"Laser Interferometer Based Measurement for Positioning Error Compensation in Cartesian Multi-Axis Systems","year":2017,"lang":"en","type":"article","venue":"Journal of Analytical Sciences Methods and Instrumentation","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Cégep de Rimouski; Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Cartesian coordinate system; Computer science; Machine tool; Kinematics; Software; Coordinate-measuring machine; Interferometry; Simulation; Algorithm; Mechanical engineering; Engineering; Mathematics; Optics","score_opus":0.14669977954565058,"score_gpt":0.4227396660378447,"score_spread":0.27603988649219413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756462076","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":[0.20908487,0.00007403421,0.7901498,0.00013621453,0.0002477981,0.00012434521,8.789395e-7,0.00000821356,0.00017382561],"genre_scores_gemma":[0.6901872,0.000013402811,0.3097476,0.000018106914,0.000023179799,0.0000049377754,3.7723024e-7,0.0000029310575,0.0000022346067],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991745,0.00008077677,0.000330328,0.000088734654,0.0002030346,0.0001226771],"domain_scores_gemma":[0.99952894,0.00006115806,0.00017649021,0.000058288766,0.00012313867,0.00005198775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029509496,0.000072923714,0.00017973945,0.00020053682,0.00015732867,0.00012009269,0.00010799082,0.000039366507,0.0000033630313],"category_scores_gemma":[0.00020154296,0.00005761922,0.00004490686,0.0000662888,0.00010133322,0.0004910617,0.0000077437835,0.00008241294,9.725788e-8],"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":[0.00028225032,0.00028228026,0.12660557,0.00043034693,0.0002526606,0.000009214163,0.0007232146,0.04167182,0.25269097,0.0036384566,0.00015183244,0.5732614],"study_design_scores_gemma":[0.001215688,0.00055743,0.032573372,0.00021676294,0.000057141977,0.0000066264074,0.00029251838,0.93725747,0.026998894,0.00057728856,0.00012924851,0.00011758862],"about_ca_topic_score_codex":0.000010362193,"about_ca_topic_score_gemma":0.000017040555,"teacher_disagreement_score":0.8955856,"about_ca_system_score_codex":0.000119256016,"about_ca_system_score_gemma":0.000019661806,"threshold_uncertainty_score":0.23496437},"labels":[],"label_agreement":null},{"id":"W2757767492","doi":"10.31399/asm.cp.istfa2017p0046","title":"Temperature-Dependent Die Warpage Measurements Up to 400°C","year":2017,"lang":"en","type":"article","venue":"Proceedings - International Symposium for Testing and Failure Analysis","topic":"Advanced Measurement and Metrology Techniques","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":"Infineon Technologies (Canada)","funders":"","keywords":"Die (integrated circuit); Materials science; Temperature measurement; Soldering; Profilometer; Composite material; Mechanical engineering; Engineering; Surface finish","score_opus":0.03513858414160745,"score_gpt":0.2807645852679036,"score_spread":0.24562600112629615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757767492","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":[0.9332044,0.00032745113,0.03227014,0.0048160003,0.0014544188,0.0012651985,0.00010851365,0.0017735738,0.02478031],"genre_scores_gemma":[0.9814532,0.000030059138,0.01735366,0.00008575826,0.0002525342,0.00017407615,0.000014604845,0.000031764095,0.0006043454],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998803,0.0000025390082,0.00026396345,0.00036022745,0.0002899414,0.00028031698],"domain_scores_gemma":[0.99900216,0.00004020559,0.00012719387,0.0001511502,0.00055237906,0.00012690572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041227517,0.00022402195,0.00027848512,0.00027129787,0.0004114984,0.00034853563,0.00042747703,0.00010163802,0.000007099438],"category_scores_gemma":[0.0006143413,0.00021538588,0.00012241723,0.0001453307,0.00003396652,0.0003791979,0.000084025414,0.00014432288,0.0000031734298],"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":[0.000054589236,0.000034491266,0.25333318,0.000086353415,0.002248235,0.0000017229178,0.00037501726,0.001288636,0.73595476,0.00025639593,0.0019879593,0.004378633],"study_design_scores_gemma":[0.005314724,0.000891115,0.072925076,0.0006869054,0.007892294,0.000049931292,0.00070714415,0.06335797,0.7691103,0.0061313296,0.06904783,0.003885374],"about_ca_topic_score_codex":0.000031637108,"about_ca_topic_score_gemma":0.000057128484,"teacher_disagreement_score":0.1804081,"about_ca_system_score_codex":0.00009695906,"about_ca_system_score_gemma":0.0000058481032,"threshold_uncertainty_score":0.87831813},"labels":[],"label_agreement":null},{"id":"W2760457636","doi":"10.3390/s17102238","title":"Error Modeling and Experimental Study of a Flexible Joint 6-UPUR Parallel Six-Axis Force Sensor","year":2017,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"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":"Natural Science Foundation of Hebei Province; National Natural Science Foundation of China","keywords":"Revolute joint; Kinematics; Correctness; Deformation (meteorology); Joint (building); Stiffness; Computer science; Range (aeronautics); Calibration; Observational error; Matrix (chemical analysis); Control theory (sociology); Simulation; Algorithm; Structural engineering; Engineering; Mathematics; Artificial intelligence; Robot; Physics; Statistics","score_opus":0.06382005645649734,"score_gpt":0.3052896852339327,"score_spread":0.24146962877743533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760457636","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":[0.9924453,0.00031648116,0.004568627,0.000010881759,0.00012656275,0.00034279577,0.0000022867578,0.00024465116,0.0019424531],"genre_scores_gemma":[0.99390763,0.000026478121,0.0057207136,0.000006103891,0.00003458028,0.000029959034,9.4705433e-7,0.00002974615,0.00024383527],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926746,0.000014128748,0.00020101981,0.00018044937,0.0001278415,0.00020909472],"domain_scores_gemma":[0.999476,0.000008775577,0.00005556535,0.00037323544,0.000029327222,0.00005706819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119403194,0.00015308164,0.0002451892,0.00007308087,0.00013584793,0.000016519672,0.00009952832,0.00006887722,0.000013270387],"category_scores_gemma":[0.000024913277,0.00014754821,0.000035805868,0.000021034648,0.000047323694,0.00010919535,0.00004953674,0.000117532516,0.0000024920666],"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":[0.00031017524,0.00072531926,0.0075422935,0.00013567053,0.00041638553,0.00006119361,0.011223337,0.51920706,0.45743808,0.0004794907,0.00020235583,0.0022586125],"study_design_scores_gemma":[0.0046227886,0.0017370181,0.0026357735,0.00009909794,0.00012350362,0.000028326256,0.02187881,0.47341517,0.4936985,0.00059777166,0.00024494756,0.00091829663],"about_ca_topic_score_codex":0.000040410727,"about_ca_topic_score_gemma":0.000013376308,"teacher_disagreement_score":0.04579191,"about_ca_system_score_codex":0.000026059955,"about_ca_system_score_gemma":0.0000031586555,"threshold_uncertainty_score":0.60168415},"labels":[],"label_agreement":null},{"id":"W2783168108","doi":"10.1007/s00170-017-1495-3","title":"The machining surface localization of free-form blade considering form tolerance","year":2018,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Machining; Allowance (engineering); Aerospace; Blade (archaeology); Constraint (computer-aided design); Mechanical engineering; Surface (topology); Engineering; Free form; Structural engineering; Engineering drawing; Mathematics; Aerospace engineering; Geometry","score_opus":0.009691920824673484,"score_gpt":0.24585234646715248,"score_spread":0.236160425642479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783168108","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":[0.80551326,0.00094977685,0.18979141,0.001365395,0.0013138695,0.00012535365,0.0000032773628,0.00021691147,0.00072071195],"genre_scores_gemma":[0.9844287,0.00086548063,0.0144275315,0.00007018264,0.0001544086,0.0000038804487,6.2247926e-7,0.000023473212,0.000025714295],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988351,0.000013042273,0.00051617523,0.00009318034,0.00031705026,0.00022546145],"domain_scores_gemma":[0.9988673,0.00014694134,0.00037046606,0.0003000093,0.00029047878,0.000024804918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041712399,0.00014620615,0.0002053428,0.00018389865,0.00013509486,0.000018647292,0.0011350719,0.000096742944,0.000010318061],"category_scores_gemma":[0.00020585216,0.00009617404,0.00006976278,0.000103313745,0.0003413016,0.00023798102,0.00014815542,0.0003874537,0.0000017176357],"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":[0.0006168009,0.00005564361,0.0018082407,0.000046799752,0.00079455605,0.000037979993,0.000999507,0.2693635,0.4999717,0.010049084,0.0012428398,0.21501338],"study_design_scores_gemma":[0.00046469836,0.00011627857,0.000114347604,0.00009073222,0.000015694446,0.00011996075,0.00020050768,0.0024263947,0.9242221,0.057016183,0.015120959,0.0000921296],"about_ca_topic_score_codex":0.000002408782,"about_ca_topic_score_gemma":0.000034783927,"teacher_disagreement_score":0.42425045,"about_ca_system_score_codex":0.00012901054,"about_ca_system_score_gemma":0.000022414595,"threshold_uncertainty_score":0.39218634},"labels":[],"label_agreement":null},{"id":"W2783361150","doi":"10.1115/1.4038917","title":"Assessment of the Robustness of a Fixtureless Inspection Method for Nonrigid Parts Based on a Verification and Validation Approach","year":2017,"lang":"en","type":"article","venue":"Journal of Verification Validation and Uncertainty Quantification","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Robustness (evolution); Metric (unit); Computer science; Point cloud; Nonparametric statistics; Artificial intelligence; Mathematics; Statistics; Engineering","score_opus":0.05065506479821806,"score_gpt":0.3398345522156059,"score_spread":0.2891794874173878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783361150","genre_codex":"methods","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":[0.1630253,0.000038592305,0.8357041,0.00028207744,0.00025956458,0.0004925944,0.000013997686,0.000025914977,0.00015786588],"genre_scores_gemma":[0.947239,0.00014163829,0.052429076,0.000008758791,0.00005321998,0.000054805103,0.00005053893,0.000014251228,0.00000870656],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868935,0.00013665039,0.0006283991,0.00017432989,0.00028300146,0.00008826571],"domain_scores_gemma":[0.99743974,0.00012322122,0.0013529946,0.00041964505,0.00062723266,0.000037185255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016039518,0.0001308617,0.00026071473,0.00019562322,0.00023852932,0.000053235617,0.00019013374,0.000120044315,0.000001854715],"category_scores_gemma":[0.0003034494,0.00010494513,0.00008205398,0.000120910176,0.00011025439,0.00031799992,0.000008420362,0.00013563904,4.6081656e-8],"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":[0.0002565264,0.00029552923,0.0057836077,0.00051198335,0.000084933636,3.6247982e-8,0.0002448738,0.48647007,0.4670137,0.017775225,0.00018594603,0.021377588],"study_design_scores_gemma":[0.00083932694,0.00014692418,0.091888905,0.00010113223,0.000113948656,0.0000032819826,0.00011522243,0.6337124,0.27221823,0.000331611,0.00041299665,0.00011600624],"about_ca_topic_score_codex":0.00000491768,"about_ca_topic_score_gemma":0.0000015349306,"teacher_disagreement_score":0.7842137,"about_ca_system_score_codex":0.00007711502,"about_ca_system_score_gemma":0.00005803341,"threshold_uncertainty_score":0.4279538},"labels":[],"label_agreement":null},{"id":"W2792221389","doi":"10.3390/jmmp2010008","title":"Modal Analysis, Metrology, and Error Budgeting of a Precision Motion Stage","year":2018,"lang":"en","type":"article","venue":"Journal of Manufacturing and Materials Processing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Interferometry; Optics; Metrology; Machining; Accuracy and precision; Voice coil; Actuator; Modal; Acoustics; Laser; Physics; Computer science; Materials science; Engineering; Mechanical engineering; Magnet","score_opus":0.015943149201800805,"score_gpt":0.267970069366657,"score_spread":0.2520269201648562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792221389","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":[0.9215241,0.00056892313,0.07764572,0.000014750832,0.00011801934,0.000041304105,0.0000023645339,0.00003573684,0.000049048587],"genre_scores_gemma":[0.98278093,0.00015060365,0.016916554,0.000007632507,0.00012222916,0.0000010122519,8.178975e-7,0.000011524175,0.000008718365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992203,0.000034865694,0.0004034675,0.000091619244,0.00011651306,0.00013323725],"domain_scores_gemma":[0.9994966,0.000023347728,0.00029390113,0.000056528454,0.000086133856,0.00004348396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080097554,0.00010813644,0.00035398232,0.00033198553,0.00006120776,0.00003176273,0.000057728514,0.00007839756,0.00001136669],"category_scores_gemma":[0.000045402165,0.00008676986,0.00003251014,0.00006691754,0.00006143808,0.00024893004,0.00002598188,0.00008594592,1.0246945e-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":[0.00017482524,0.000018222707,0.00049177516,0.00039366403,0.0002163734,0.000004185074,0.00041143427,0.00050850725,0.9122319,0.000010275517,0.000010088077,0.08552875],"study_design_scores_gemma":[0.00026607525,0.00013809961,0.0073544956,0.00008175633,0.00020644863,0.000019841982,0.00007226623,0.00043638647,0.9907612,0.00046287777,0.00012351637,0.00007703624],"about_ca_topic_score_codex":0.0000029726252,"about_ca_topic_score_gemma":0.0000024236945,"teacher_disagreement_score":0.08545172,"about_ca_system_score_codex":0.000017014667,"about_ca_system_score_gemma":0.000006908142,"threshold_uncertainty_score":0.35383722},"labels":[],"label_agreement":null},{"id":"W2793052746","doi":"10.1109/jlt.2018.2800694","title":"Self-Referenced Broad-Range Optical Rotation Sensor for Flight Control Applications","year":2018,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Consortium de Recherche et d’innovation en Aérospatiale au Québec; CMC Microsystems","keywords":"Rotary encoder; Avionics; Range (aeronautics); Rotation (mathematics); Electronic engineering; Encoder; Materials science; Engineering; Optics; Computer science; Physics; Aerospace engineering","score_opus":0.011858529956170922,"score_gpt":0.25719747103778934,"score_spread":0.2453389410816184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793052746","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":[0.027907394,0.0004767025,0.96707463,0.0010364971,0.00025928052,0.00058790407,0.000006150141,0.0006953346,0.001956118],"genre_scores_gemma":[0.8043661,0.00010321368,0.19490828,0.000058290418,0.0003810895,0.00012273985,0.0000014019618,0.000025188147,0.00003369738],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999037,0.000012060229,0.00044161602,0.00011992123,0.00012781723,0.00026158596],"domain_scores_gemma":[0.9989692,0.00007595701,0.00017038864,0.00019093817,0.0005315491,0.000061994695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024609425,0.00014614579,0.00031917143,0.00048736064,0.0000718583,0.000009243384,0.00022350626,0.00030102613,0.000014826302],"category_scores_gemma":[0.00008608245,0.00012518115,0.00008939513,0.00025961097,0.00011226156,0.000116399264,0.000011264531,0.00026862393,0.000015544041],"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":[0.0003464522,0.0003248175,0.0031672812,0.00017057238,0.0008481133,0.000019792296,0.00019595055,0.00010987592,0.8609509,0.070206955,0.004847342,0.05881193],"study_design_scores_gemma":[0.003221605,0.0018288833,0.00047003126,0.00005039328,0.00032247088,0.00023184411,0.00008149333,0.0022372652,0.6529867,0.028917553,0.30926996,0.00038180256],"about_ca_topic_score_codex":8.884718e-8,"about_ca_topic_score_gemma":0.0000026531436,"teacher_disagreement_score":0.77645874,"about_ca_system_score_codex":0.00009756599,"about_ca_system_score_gemma":0.000026608532,"threshold_uncertainty_score":0.5104739},"labels":[],"label_agreement":null},{"id":"W2799674226","doi":"","title":"Stability assessment from surface-based temperature measurements","year":2004,"lang":"en","type":"article","venue":"26th Agricultural and Forest Meteorology/13th Air Pollution/5th Urban Environment/16th Biometeorology and Aerobiology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Stability (learning theory); Environmental science; Computer science; Machine learning","score_opus":0.014448390076103159,"score_gpt":0.20490116949192852,"score_spread":0.19045277941582536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799674226","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":[0.98684275,0.005767287,0.0031926795,0.0017986264,0.0005514613,0.0008090912,0.0002773654,0.0005315508,0.0002292018],"genre_scores_gemma":[0.9871771,0.00073465175,0.009820031,0.001156181,0.00017060828,0.00014015388,0.00072454684,0.000042644362,0.00003411375],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99647015,0.00036237002,0.0007203253,0.0010950839,0.00022588224,0.0011262015],"domain_scores_gemma":[0.9987919,0.0001251859,0.00020838325,0.00044804817,0.000053063286,0.00037343512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058496365,0.0008393445,0.00096365396,0.0002129625,0.0004733881,0.000024525545,0.00032023992,0.0011160914,0.00013924568],"category_scores_gemma":[0.000039546467,0.00061780115,0.00017150263,0.00029594376,0.001412818,0.00029237958,0.00015339596,0.00079863274,0.000025884907],"study_design_candidate":"observational","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":[0.00031435696,0.00031892463,0.22294964,0.000059912618,0.00066102005,0.000015288999,0.00014694846,0.015383888,0.75754863,0.0011152811,0.00085405604,0.0006320364],"study_design_scores_gemma":[0.0047628516,0.0016666271,0.9367554,0.000028022252,0.00036788778,0.00007200225,0.00010868227,0.00010334632,0.047402103,0.0031112737,0.004513224,0.0011085569],"about_ca_topic_score_codex":0.0000759066,"about_ca_topic_score_gemma":0.0002032512,"teacher_disagreement_score":0.7138058,"about_ca_system_score_codex":0.00034146535,"about_ca_system_score_gemma":0.00005469255,"threshold_uncertainty_score":0.99962735},"labels":[],"label_agreement":null},{"id":"W2799870861","doi":"10.1139/tcsme-2003-0003","title":"GEAR MACHINING AND INSPECTION BY CNC MACHINES WITHOUT ROTARY TABLE","year":2003,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Machine tool; Coordinate-measuring machine; Machining; Numerical control; Rack; Process (computing); Table (database); Computer science; Engineering drawing; Transformation matrix; Function (biology); Mechanical engineering; Control engineering; Engineering; Kinematics; Data mining","score_opus":0.0077394714603097586,"score_gpt":0.19592594979013,"score_spread":0.18818647832982024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799870861","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":[0.021565441,0.0007049405,0.97632873,0.00009266726,0.00037979378,0.00034388338,0.000057130725,0.00033332896,0.00019411065],"genre_scores_gemma":[0.96456736,0.00006495271,0.035140708,0.000045386754,0.000015448213,0.000056694753,0.0000032145958,0.000038448896,0.00006775729],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942863,0.000006165661,0.00014030025,0.00011156118,0.000073225216,0.00024014374],"domain_scores_gemma":[0.99969214,0.000025687998,0.000016725442,0.00012665021,0.000022430835,0.000116346644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001782092,0.00012474532,0.000145883,0.00003947562,0.00018912485,0.000011103609,0.00008434982,0.00012196638,0.0000108262475],"category_scores_gemma":[0.000021509712,0.00011811711,0.00014314623,0.00014977946,0.000024805066,0.00009467238,0.0000016955299,0.00023375863,1.4530147e-7],"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":[0.000019416384,0.0000519958,0.00046334506,0.00067210395,0.00095148897,5.2930096e-7,0.00063432445,0.31144094,0.6559849,0.016676262,0.0037108897,0.009393857],"study_design_scores_gemma":[0.0012100368,0.00012786001,0.000084072446,0.00011134188,0.00029184434,0.000030478282,0.00014335514,0.62181395,0.31936988,0.0016554911,0.054491643,0.0006700564],"about_ca_topic_score_codex":0.0010599109,"about_ca_topic_score_gemma":0.0029029408,"teacher_disagreement_score":0.9430019,"about_ca_system_score_codex":0.00016047407,"about_ca_system_score_gemma":0.000032227177,"threshold_uncertainty_score":0.4816676},"labels":[],"label_agreement":null},{"id":"W2799915532","doi":"10.1139/tcsme-2007-0009","title":"MODELING AND PERFORMANCE EVALUATION OF OPTICAL SYSTEMS USING SKEW RAY TRACING","year":2007,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Council","keywords":"Ray tracing (physics); Skew; Computer science; Sensitivity (control systems); Transformation matrix; Monochromatic color; Transformation (genetics); Boundary (topology); Tracing; Optics; Function (biology); Ray transfer matrix analysis; Geometrical optics; Boundary value problem; Matrix (chemical analysis); Algorithm; Physics; Mathematics; Electronic engineering; Mathematical analysis; Engineering","score_opus":0.035470979140293034,"score_gpt":0.2502950136442243,"score_spread":0.21482403450393125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799915532","genre_codex":"methods","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":[0.33618915,0.00026359924,0.6630671,0.00000460359,0.00019439633,0.00022570664,0.00000564267,0.000035624926,0.000014147916],"genre_scores_gemma":[0.957233,0.00002328038,0.042679414,0.0000033156437,0.000022144173,0.000015312351,7.655228e-7,0.000020973439,0.0000018087683],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992723,0.0000043725763,0.00024231328,0.000083368104,0.00017444525,0.00022321774],"domain_scores_gemma":[0.9996314,0.000034977442,0.000020191892,0.000115416246,0.000107244945,0.00009076668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010583835,0.000093827904,0.00015442677,0.00006211186,0.0000911962,0.0000048041784,0.000080161335,0.00012782929,0.0000014453828],"category_scores_gemma":[0.000022729371,0.00009019862,0.00014423553,0.00013953517,0.000020031768,0.00008844195,0.000001953698,0.00015458466,2.1971546e-8],"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":[0.000002604118,0.000002501002,0.0000027474816,0.00013629763,0.000051439398,1.6775664e-8,0.00007353038,0.95294464,0.044160392,0.00030273164,5.16004e-7,0.002322576],"study_design_scores_gemma":[0.00019854032,0.000018969293,0.000014140243,0.00009277508,0.00014972105,0.000002880673,0.00006972028,0.95091957,0.048412178,0.00003073824,0.000010958523,0.00007979929],"about_ca_topic_score_codex":0.0004507127,"about_ca_topic_score_gemma":0.00095876446,"teacher_disagreement_score":0.62104386,"about_ca_system_score_codex":0.00030571377,"about_ca_system_score_gemma":0.00006156727,"threshold_uncertainty_score":0.36781928},"labels":[],"label_agreement":null},{"id":"W2800028909","doi":"10.1139/tcsme-2016-0052","title":"A SELF-CALIBRATION METHOD FOR ARTICULATED ARM COORDINATE MEASURING MACHINES","year":2016,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Overdetermined system; Computer science; Calibration; Robustness (evolution); Coordinate-measuring machine; Kinematics; Algorithm; Simulated annealing; Control theory (sociology); Mathematics; Applied mathematics; Artificial intelligence; Engineering; Mechanical engineering","score_opus":0.015113032728996348,"score_gpt":0.22433810926435607,"score_spread":0.2092250765353597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800028909","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":[0.0012115572,0.0000677792,0.9968567,0.00047858065,0.00032739426,0.00058248703,0.00007214577,0.00038712609,0.00001625661],"genre_scores_gemma":[0.6823285,0.000017021157,0.31724316,0.00003628172,0.00003729346,0.00024259483,0.0000021376193,0.000047290978,0.00004566641],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925256,0.00000764983,0.00021327309,0.00013168866,0.00008749069,0.0003073238],"domain_scores_gemma":[0.99948215,0.00012303026,0.000027308286,0.0001742247,0.00006945602,0.0001238029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031116145,0.00014192237,0.00017914979,0.00005521647,0.00013465217,0.000008458832,0.00015228908,0.00015092481,0.0000090786225],"category_scores_gemma":[0.00004391009,0.000104861945,0.00042330322,0.00016291518,0.0000128417805,0.00011775765,0.0000025481847,0.00010374139,1.8595593e-7],"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":[0.000025650295,0.0000382333,0.000008120845,0.00054190017,0.0008529144,1.8054638e-7,0.00018944395,0.11870442,0.8430412,0.0108985165,0.00035680248,0.025342612],"study_design_scores_gemma":[0.0005336486,0.000044566863,0.000008592661,0.000054904598,0.00014312845,0.000002466191,0.0000071844424,0.6137496,0.3788935,0.0015035671,0.004893394,0.00016545907],"about_ca_topic_score_codex":0.00019742899,"about_ca_topic_score_gemma":0.002212868,"teacher_disagreement_score":0.681117,"about_ca_system_score_codex":0.00029727275,"about_ca_system_score_gemma":0.00004857107,"threshold_uncertainty_score":0.4276146},"labels":[],"label_agreement":null},{"id":"W2801075639","doi":"10.1139/tcsme-2013-0069","title":"SUM OF SINUSOIDAL PLUS NOISE MODEL TO EXTRACT COMPONENT ERROR FROM A DOUBLE BALLBAR MEASUREMENT ERROR MAP","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Noise (video); Algorithm; Component (thermodynamics); Mathematics; Path (computing); Round-off error; Computer science; Artificial intelligence; Physics","score_opus":0.038789442431735474,"score_gpt":0.2319915465758114,"score_spread":0.1932021041440759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801075639","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":[0.033253055,0.00015593464,0.9643652,0.00046845977,0.00034048085,0.0010450738,0.00016897047,0.00017059126,0.000032270284],"genre_scores_gemma":[0.90998757,0.0000045393645,0.089547984,0.000059636895,0.000026309672,0.00027838914,0.000005792501,0.000052196447,0.000037561742],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874157,0.000005447311,0.00036072888,0.00018532143,0.00029485908,0.00041208987],"domain_scores_gemma":[0.9991271,0.000029755594,0.000040605966,0.00034227016,0.00015701182,0.00030327728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021651424,0.0002169345,0.00032299294,0.00007794087,0.0000963422,0.0000107845935,0.00033750923,0.00018605514,0.000046156118],"category_scores_gemma":[0.000013060181,0.00020680121,0.0004940028,0.00015939825,0.000026251888,0.00012282988,0.000008106349,0.00025961606,0.0000025333613],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012290893,0.000019457259,0.0000010314046,0.0000865807,0.00016006576,7.156204e-8,0.00015393108,0.6963185,0.30231494,0.00017942645,0.00046667916,0.00028700256],"study_design_scores_gemma":[0.0007201282,0.000052475083,0.000034512046,0.00010978651,0.000120227836,6.2890734e-7,0.00006938813,0.8063121,0.19094749,0.00029027773,0.0010997728,0.00024320326],"about_ca_topic_score_codex":0.007517169,"about_ca_topic_score_gemma":0.015435462,"teacher_disagreement_score":0.87673455,"about_ca_system_score_codex":0.00080395705,"about_ca_system_score_gemma":0.00014027266,"threshold_uncertainty_score":0.99909186},"labels":[],"label_agreement":null},{"id":"W2802982808","doi":"10.1139/tcsme-2013-0070","title":"STUDY OF A NEW AND LOW-COST MEASUREMENT METHOD OF VOLUMETRIC ERRORS FOR CNC FIVE-AXIS MACHINE TOOLS","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Council","keywords":"Numerical control; Engineering drawing; Computer science; Machine tool; Mechanical engineering; Engineering; Machining","score_opus":0.037216077047429456,"score_gpt":0.25195140564856006,"score_spread":0.2147353286011306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802982808","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":[0.025779631,0.00020762275,0.97184575,0.00007005239,0.00015291263,0.0017940798,0.000087524735,0.00005572597,0.000006692902],"genre_scores_gemma":[0.8832196,0.000018494875,0.11641511,0.000011532061,0.000012275565,0.00026072754,0.0000017605566,0.00003215207,0.000028358349],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910927,0.000008725922,0.00033133064,0.00013287131,0.00017368136,0.00024410596],"domain_scores_gemma":[0.99932146,0.000101772086,0.00005510021,0.00021625284,0.00015287314,0.00015253427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041005504,0.0001482899,0.00032269987,0.000118646974,0.00006483774,0.0000057433363,0.00018412471,0.000116381874,0.000011068928],"category_scores_gemma":[0.00010265333,0.00013595716,0.00030993676,0.00031803633,0.000016860728,0.00009822511,0.0000049192927,0.00014996073,6.599993e-8],"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":[0.000054960678,0.00030303226,0.00010103243,0.0020308811,0.0025841356,1.8879854e-7,0.0029138785,0.4635316,0.38791034,0.000999608,0.0012367112,0.13833362],"study_design_scores_gemma":[0.0045688753,0.0009937336,0.0011874225,0.0002491272,0.001047591,0.0000051797733,0.0013577603,0.59781426,0.38909784,0.0010007729,0.0020036607,0.0006737671],"about_ca_topic_score_codex":0.005975414,"about_ca_topic_score_gemma":0.010144472,"teacher_disagreement_score":0.85743994,"about_ca_system_score_codex":0.00020007005,"about_ca_system_score_gemma":0.00007048624,"threshold_uncertainty_score":0.90330786},"labels":[],"label_agreement":null},{"id":"W2806289412","doi":"10.1016/j.cirp.2018.04.080","title":"Modelling and compensation of dominant thermally induced geometric errors using rotary axes’ power consumption","year":2018,"lang":"en","type":"article","venue":"CIRP Annals","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machine tool; Machining; Superposition principle; Invar; Position (finance); Ball screw; Power (physics); Power consumption; Control theory (sociology); Compensation (psychology); Thermal; Mechanical engineering; Computer science; Mathematics; Engineering; Thermal expansion; Materials science; Mathematical analysis; Physics; Artificial intelligence","score_opus":0.1160838847928331,"score_gpt":0.3115415661362204,"score_spread":0.1954576813433873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806289412","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":[0.76137906,0.00050724857,0.23749833,0.0000073710175,0.00009102698,0.000114726994,0.0000018736516,0.00006520146,0.0003351652],"genre_scores_gemma":[0.99279535,0.00015225568,0.00696225,0.000030688712,0.000033274144,0.0000039038746,0.000002366208,0.000016102227,0.0000038243825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999431,0.000017018414,0.00019020251,0.00010876161,0.00009937165,0.00015361494],"domain_scores_gemma":[0.9996543,0.00002335321,0.00006290521,0.00011365848,0.0001106583,0.000035139943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028830755,0.00009687342,0.00016202212,0.00027104252,0.00004692208,0.0000058117466,0.00005043219,0.00008334017,0.000023882327],"category_scores_gemma":[0.000019911571,0.00009633912,0.000026060181,0.00015987152,0.00006144551,0.00014616999,0.000014035951,0.000079018195,0.0000026926268],"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":[0.00004600216,0.000024552033,0.00521357,0.00006190452,0.00005771241,0.0000017258491,0.00039509442,0.022118721,0.9673851,0.00017554777,0.000044990833,0.0044750622],"study_design_scores_gemma":[0.00047609286,0.00020343874,0.014335526,0.00013153821,0.00004295547,0.000009241922,0.000052681393,0.17860986,0.8046158,0.0009786611,0.000259467,0.0002847253],"about_ca_topic_score_codex":0.00000839126,"about_ca_topic_score_gemma":0.000001619269,"teacher_disagreement_score":0.23141627,"about_ca_system_score_codex":0.000017114258,"about_ca_system_score_gemma":0.000006909151,"threshold_uncertainty_score":0.39285952},"labels":[],"label_agreement":null},{"id":"W2810956452","doi":"10.1109/aero.2018.8396677","title":"Improving calibration and alignment observability for star trackers","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Observability; Calibration; Computer science; BitTorrent tracker; Set (abstract data type); Range (aeronautics); Parameter space; Convergence (economics); Star (game theory); Residual; Star tracker; Observable; Design of experiments; A priori and a posteriori; Algorithm; Mathematical optimization; Artificial intelligence; Mathematics; Applied mathematics; Eye tracking; Statistics; Engineering; Physics; Aerospace engineering","score_opus":0.023440499167628023,"score_gpt":0.24272066051581237,"score_spread":0.21928016134818434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810956452","genre_codex":"methods","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":[0.29722375,0.000046697718,0.701651,0.00004564649,0.00008189115,0.00022985468,0.0000022753468,0.0003254476,0.000393454],"genre_scores_gemma":[0.90726894,0.000007930815,0.092503406,0.000061997256,0.000056033132,0.00004205065,0.000003100054,0.000008675524,0.000047859823],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968904,0.000004099593,0.00008052033,0.00008698796,0.000035888366,0.000103487415],"domain_scores_gemma":[0.9998549,0.000015580725,0.000008607803,0.00007261687,0.000021790274,0.000026469272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013325746,0.000054852426,0.00005825533,0.000015921381,0.000032649452,0.000006628714,0.000023502269,0.000036554095,0.000013587309],"category_scores_gemma":[0.000018932344,0.000049356167,0.00001279713,0.00002093827,0.000031000975,0.0001192799,0.000005659733,0.000021703796,3.1690604e-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":[0.00006160548,0.000030269088,0.0065223793,0.00016666095,0.000041203188,2.2146205e-7,0.00031500126,0.00007110461,0.91691595,0.0033120248,0.002837084,0.06972651],"study_design_scores_gemma":[0.00048646182,0.0002895621,0.0019289008,0.000005586134,0.000020005555,5.2420825e-7,0.00008852658,0.10506856,0.87915134,0.0044953036,0.00828549,0.00017975506],"about_ca_topic_score_codex":0.000004913032,"about_ca_topic_score_gemma":0.000031053976,"teacher_disagreement_score":0.6100452,"about_ca_system_score_codex":0.000028252465,"about_ca_system_score_gemma":0.0000033201127,"threshold_uncertainty_score":0.20126861},"labels":[],"label_agreement":null},{"id":"W2883480594","doi":"10.1115/1.4040938","title":"Geometric Error Compensation With a Six Degree-of–Freedom Rotary Magnetic Actuator","year":2018,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Kinematics; Control theory (sociology); Position (finance); Polynomial; Computer science; Actuator; Machine tool; Degree (music); Mathematics; Algorithm; Artificial intelligence; Acoustics; Mathematical analysis; Physics; Engineering; Mechanical engineering","score_opus":0.01792068819604577,"score_gpt":0.221414467700506,"score_spread":0.2034937795044602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883480594","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":[0.95190775,0.00032173216,0.0472048,0.000016773172,0.000243559,0.00006520234,4.782998e-7,0.000057111025,0.00018260762],"genre_scores_gemma":[0.9554728,0.00005733791,0.04432696,0.0000068419295,0.000117048,0.0000014070154,1.0457458e-7,0.000012939268,0.0000045456413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904525,0.0000038285957,0.00024279198,0.000095762596,0.000380921,0.00023146537],"domain_scores_gemma":[0.99949116,0.00003881388,0.00008728787,0.00010702168,0.00017494151,0.0001007641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005677527,0.00012261485,0.00019622703,0.0007709128,0.000058007514,0.000023049388,0.00019336474,0.000037612546,0.000009447535],"category_scores_gemma":[0.000080833095,0.00009587958,0.000025419153,0.00039338824,0.00017636047,0.00045530064,0.000022671156,0.00016653404,7.70408e-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":[0.000116493546,0.00004672927,0.0033385912,0.00031222412,0.00009456655,0.000037809663,0.0006763877,0.13693203,0.7822859,0.00006797372,0.00015952683,0.07593176],"study_design_scores_gemma":[0.0006767575,0.0011055068,0.12062651,0.00023572866,0.00005777659,0.00023285998,0.00009099405,0.019047158,0.8561598,0.00003889152,0.0014405509,0.00028746633],"about_ca_topic_score_codex":0.0000024823341,"about_ca_topic_score_gemma":0.0000022308177,"teacher_disagreement_score":0.117884874,"about_ca_system_score_codex":0.00007024936,"about_ca_system_score_gemma":0.00003203912,"threshold_uncertainty_score":0.39098558},"labels":[],"label_agreement":null},{"id":"W2885654095","doi":"10.1139/tcsme-2018-0079","title":"Comprehensive compensation method for thermal error of vertical drilling center","year":2018,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Machining; Thermal; Machine tool; Displacement (psychology); Drilling; Mechanical engineering; Mechanism (biology); Computer science; Engineering; Control theory (sociology); Physics","score_opus":0.02846194110864494,"score_gpt":0.2653656988537234,"score_spread":0.23690375774507846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885654095","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":[0.013067327,0.0000356063,0.98579,0.00011194992,0.0003911755,0.00042559518,0.000076299846,0.000079665246,0.000022370208],"genre_scores_gemma":[0.7648191,0.000003271006,0.23500217,0.000045681056,0.000045973906,0.000048611924,0.000004103344,0.000025517673,0.000005613933],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993705,0.0000063994503,0.00020966987,0.00009668781,0.00008038534,0.00023636819],"domain_scores_gemma":[0.99950445,0.000107480875,0.000019295505,0.00014897829,0.00013817847,0.00008163449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014735629,0.00010650281,0.00018764993,0.00004086579,0.000101738646,0.0000033968522,0.00014039797,0.00012844936,0.000010647487],"category_scores_gemma":[0.000018447286,0.00009801256,0.0003761092,0.000112641006,0.0000446369,0.000050353214,0.0000026660975,0.00011868497,1.7607272e-7],"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":[0.000031554657,0.000020879528,0.0000061399546,0.0003241397,0.00038332035,3.7503632e-8,0.00032999975,0.14530705,0.8453692,0.004633548,0.0001578254,0.0034362576],"study_design_scores_gemma":[0.00039797943,0.00007589009,0.000031090964,0.000035964586,0.000081027,0.0000010200802,0.000038466576,0.536865,0.4585968,0.00023401501,0.0035452424,0.00009751371],"about_ca_topic_score_codex":0.00020831893,"about_ca_topic_score_gemma":0.0012893039,"teacher_disagreement_score":0.7517517,"about_ca_system_score_codex":0.00013785489,"about_ca_system_score_gemma":0.00003574585,"threshold_uncertainty_score":0.39968362},"labels":[],"label_agreement":null},{"id":"W2886215671","doi":"10.1007/s12541-018-0132-x","title":"Experimental Investigation of Dynamic Errors in Coordinate Measuring Machines for High Speed Measurement","year":2018,"lang":"en","type":"article","venue":"International Journal of Precision Engineering and Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Coordinate-measuring machine; Observational error; Computer science; Reduction (mathematics); Machine tool; Control theory (sociology); Simulation; Control engineering; Engineering; Mechanical engineering; Artificial intelligence; Statistics; Mathematics","score_opus":0.02114892087442649,"score_gpt":0.261283186584917,"score_spread":0.2401342657104905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886215671","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":[0.9013306,0.00045123315,0.09705104,0.000032676304,0.0009586293,0.00010622039,0.0000026076123,0.00004042025,0.000026565249],"genre_scores_gemma":[0.9843277,0.000045842127,0.015471658,0.0000060065804,0.00011815529,0.000004711051,0.0000014066637,0.000020571242,0.0000039601646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989878,0.000010771746,0.00043824266,0.00009579096,0.0003426292,0.00012474941],"domain_scores_gemma":[0.9995129,0.00004609386,0.00012431269,0.0000613356,0.00020736617,0.000047951227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058916677,0.00012952203,0.00020316501,0.00046145488,0.000016152708,0.0000137695215,0.00016375953,0.000053763328,0.000005316586],"category_scores_gemma":[0.00009259225,0.00012292276,0.000050672847,0.000037637692,0.000026910155,0.00022291308,0.000027770666,0.000121758945,2.1079232e-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":[0.0001367842,0.000018742583,0.00034623253,0.000046622234,0.00010489715,0.0000044950743,0.00029241634,0.033790544,0.9493914,0.000062420615,0.000023902221,0.015781546],"study_design_scores_gemma":[0.0008670585,0.00013481505,0.009118353,0.00033068156,0.000011596847,0.000020131427,0.000030056775,0.022011302,0.96645087,0.0007748983,0.00013707465,0.00011317717],"about_ca_topic_score_codex":0.0000052376995,"about_ca_topic_score_gemma":0.000004913737,"teacher_disagreement_score":0.082997076,"about_ca_system_score_codex":0.00018052777,"about_ca_system_score_gemma":0.000010115263,"threshold_uncertainty_score":0.50126445},"labels":[],"label_agreement":null},{"id":"W2889154957","doi":"10.1007/978-3-030-00365-4_11","title":"A Novel Kinematic Model of Spatial Five-Bar Linkage PPSPS for Testing Accuracy of Two-Axis Moving Table with Ball-Bar","year":2018,"lang":"en","type":"book-chapter","venue":"Mechanisms and machine science","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Kinematics; Ball (mathematics); Bar (unit); Four-bar linkage; Offset (computer science); Geometry; Structural engineering; Engineering; Mathematics; Computer science; Physics; Classical mechanics","score_opus":0.03495559636852841,"score_gpt":0.2509101694369638,"score_spread":0.2159545730684354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889154957","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":[0.0008036941,0.00016128023,0.9891926,0.000008693474,0.000087737186,0.00060388003,0.00010383509,0.00012942724,0.008908835],"genre_scores_gemma":[0.18567619,0.000052909825,0.8114294,0.00003075396,0.000048817947,0.000042537267,0.000009126681,0.00006697035,0.0026433067],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985031,0.0000030158144,0.00039478522,0.00039804672,0.00036908162,0.00033195812],"domain_scores_gemma":[0.9988544,0.00010364939,0.00030075453,0.0003168343,0.00033575518,0.000088624154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072633167,0.00032590402,0.0005258684,0.0002534747,0.00013297725,0.000019691268,0.0003484299,0.000117149284,0.000027584118],"category_scores_gemma":[0.00022639113,0.00026965307,0.000052593485,0.00008844154,0.00029057305,0.00022357218,0.00011949102,0.00019136899,5.1423285e-7],"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":[0.000028168848,0.000022241156,0.0000035423232,0.0007162383,0.000035458444,9.947679e-7,0.00014728091,0.024582198,0.8909044,0.07494158,0.000007786574,0.008610099],"study_design_scores_gemma":[0.0007038752,0.0006380909,0.0000042814268,0.00069822907,0.000118538155,0.000010409384,0.000009490788,0.83315724,0.098340906,0.06584669,0.00008370623,0.00038852854],"about_ca_topic_score_codex":0.00006263007,"about_ca_topic_score_gemma":0.000047080805,"teacher_disagreement_score":0.80857503,"about_ca_system_score_codex":0.000041443953,"about_ca_system_score_gemma":0.0001182297,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W2895791845","doi":"10.1088/1361-6501/aae6f9","title":"High-accuracy roundness measurements at NRC","year":2018,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"Roundness (object); Computer science; Mathematics; Geometry","score_opus":0.039654803672990256,"score_gpt":0.2577533805733737,"score_spread":0.21809857690038345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895791845","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":[0.9448797,0.0019670017,0.021355161,0.0014152352,0.002148662,0.0008972445,0.0000038041417,0.0039505814,0.0233826],"genre_scores_gemma":[0.9957276,0.00009560252,0.0038354625,0.00009818525,0.00008899099,0.00008626789,5.1585425e-7,0.000024861234,0.000042503605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99646324,0.00001549201,0.00027856108,0.00049173343,0.0020439005,0.00070707034],"domain_scores_gemma":[0.9968516,0.0000098597875,0.00006328018,0.0005011855,0.0024485276,0.00012554614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033412771,0.0002537527,0.00025806515,0.00073202135,0.00058187224,0.00004324336,0.0005498576,0.0001682236,0.000048124784],"category_scores_gemma":[0.0011629364,0.00023444447,0.000021777609,0.0015061377,0.001744059,0.0004218178,0.00018783851,0.00018461884,0.000065844775],"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":[0.000012536813,0.000029361352,0.0047166077,0.00001685142,0.000026589134,0.0000022847996,0.000037257796,0.0000045706547,0.9544212,0.0020705531,0.002278321,0.03638386],"study_design_scores_gemma":[0.00051694957,0.00024885283,0.0016501121,0.000037787056,0.00002599645,0.00002000961,0.000048472724,0.00014592112,0.94870555,0.0046385494,0.043624565,0.00033721258],"about_ca_topic_score_codex":0.0000083434325,"about_ca_topic_score_gemma":0.00014414852,"teacher_disagreement_score":0.0508479,"about_ca_system_score_codex":0.0013356126,"about_ca_system_score_gemma":0.00014890468,"threshold_uncertainty_score":0.95603675},"labels":[],"label_agreement":null},{"id":"W2897095722","doi":"10.3390/s18103380","title":"Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device","year":2018,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Laser tracker; Calibration; Robot; Robot calibration; Industrial robot; Simulation; Computer science; Position (finance); Accuracy and precision; Engineering; Artificial intelligence; Computer vision; Robot kinematics; Mobile robot; Laser; Mathematics; Optics; Physics","score_opus":0.08794335055564695,"score_gpt":0.27099371152385693,"score_spread":0.18305036096820998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897095722","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":[0.89522266,0.000023394354,0.10200544,0.000004472101,0.00025861134,0.00015579395,0.0000023402972,0.00051775656,0.0018095392],"genre_scores_gemma":[0.8287169,0.000003546801,0.17095864,0.000009370254,0.0002704738,0.0000026761707,0.0000025606685,0.00002492136,0.000010928402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934465,0.000021432348,0.00018663437,0.000119559365,0.00013452326,0.00019320384],"domain_scores_gemma":[0.99966204,0.000013497636,0.00004811871,0.00015797616,0.0000713652,0.00004699631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022147055,0.00010988784,0.00015010743,0.00010846177,0.000051075924,0.000008584918,0.000075106385,0.0001274716,0.000014605297],"category_scores_gemma":[0.000035680954,0.000115030605,0.000025744446,0.00017922072,0.000033584856,0.00022107262,0.000012765908,0.00011211307,0.0000013310018],"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":[0.00005121899,0.00006121176,0.0009821967,0.000047263653,0.000066478446,0.0000011152393,0.0003500107,0.06445608,0.9306417,0.00015646059,0.000016528837,0.0031697222],"study_design_scores_gemma":[0.00045313293,0.000103534345,0.00008443298,0.000035151857,0.000037602935,0.0000055854484,0.000053290423,0.303415,0.6944448,0.00007468952,0.0011364808,0.00015630684],"about_ca_topic_score_codex":0.000020872449,"about_ca_topic_score_gemma":0.00004259725,"teacher_disagreement_score":0.23895891,"about_ca_system_score_codex":0.000058229674,"about_ca_system_score_gemma":0.000019171703,"threshold_uncertainty_score":0.4690812},"labels":[],"label_agreement":null},{"id":"W2898970587","doi":"10.1115/detc2018-85669","title":"Evaluation of the Algorithmic Error of New Specification Tools for an ISO 14405-1:2016 Size","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"École de Technologie Supérieure","funders":"","keywords":"Quality (philosophy); Computer science; Metrology; Coordinate-measuring machine; Product (mathematics); Set (abstract data type); Ideal (ethics); Geometric dimensioning and tolerancing; Algorithm; Orientation (vector space); Engineering drawing; Mathematics; Statistics; Geometry; Engineering","score_opus":0.14879132125327033,"score_gpt":0.34879839791227973,"score_spread":0.2000070766590094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898970587","genre_codex":"methods","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":[0.20223422,0.00016489234,0.7817898,0.00011206957,0.00039399503,0.0012862694,0.000008285107,0.00019531042,0.013815177],"genre_scores_gemma":[0.94964254,0.000011303689,0.049854245,0.000013846912,0.000151935,0.00003626275,0.0000027104647,0.0000114895765,0.000275672],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994524,0.000023614484,0.00016979237,0.00007693471,0.0001967571,0.0000804955],"domain_scores_gemma":[0.99933183,0.000042648215,0.000055738925,0.00023148076,0.00032074432,0.00001754016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066371675,0.000058373163,0.00008911601,0.000027647726,0.00001859507,0.0000029357032,0.00011159209,0.000049802704,0.00009402291],"category_scores_gemma":[0.00024193036,0.00004168468,0.000036396148,0.00007736294,0.000037801026,0.00016125635,0.0000064179026,0.000027387561,0.0000017122996],"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":[0.000018393594,0.000024807283,0.00009354355,0.0000154536,0.00002911452,2.6398888e-9,0.00022421437,0.00027028073,0.7373989,0.0008290461,0.0038915677,0.25720468],"study_design_scores_gemma":[0.00049083075,0.00017785968,0.0050385315,0.000016532342,0.000063481784,2.3130075e-7,0.00007927234,0.018169563,0.96205527,0.00926667,0.004571028,0.000070757225],"about_ca_topic_score_codex":0.000005975385,"about_ca_topic_score_gemma":0.000029505694,"teacher_disagreement_score":0.74740833,"about_ca_system_score_codex":0.00004011452,"about_ca_system_score_gemma":0.000039978233,"threshold_uncertainty_score":0.1699852},"labels":[],"label_agreement":null},{"id":"W2899448978","doi":"10.1088/1361-6501/aaed01","title":"Lens-less PSD measurement of flexible link deflection","year":2018,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration","keywords":"Deflection (physics); Link (geometry); Lens (geology); Optics; Materials science; Physics; Computer science","score_opus":0.05411313429696522,"score_gpt":0.2603535120577212,"score_spread":0.20624037776075602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899448978","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":[0.6191708,0.008624494,0.28280854,0.0025626996,0.003245585,0.0017519796,0.0000040375735,0.0055960524,0.07623583],"genre_scores_gemma":[0.9965992,0.00014480324,0.0030627782,0.00003228936,0.00007202615,0.000058474412,1.5050708e-7,0.000016460277,0.000013813034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99743277,0.0000136960625,0.0002949793,0.00035381384,0.0014237916,0.00048096394],"domain_scores_gemma":[0.99691874,0.0000046893865,0.00007169424,0.00038073014,0.0025617422,0.00006239318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030457885,0.00018332204,0.00023864815,0.0008575438,0.00023032143,0.000016030574,0.00033826396,0.00016008203,0.000016135333],"category_scores_gemma":[0.00034229713,0.00017271968,0.000025244055,0.0014655079,0.001343791,0.00028415388,0.000070107766,0.00018301822,0.000011186653],"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":[0.000010769445,0.00002937066,0.002569275,0.000027442278,0.000025621215,6.8110745e-7,0.000044554014,0.000006209985,0.9041665,0.005011878,0.0004067501,0.08770095],"study_design_scores_gemma":[0.00030107034,0.0004172753,0.002440993,0.000064923,0.00002798,0.000009765437,0.00012653426,0.0002824518,0.98140836,0.0035251009,0.011194174,0.0002013659],"about_ca_topic_score_codex":0.00000974981,"about_ca_topic_score_gemma":0.00005833725,"teacher_disagreement_score":0.3774284,"about_ca_system_score_codex":0.00043589334,"about_ca_system_score_gemma":0.0001509456,"threshold_uncertainty_score":0.7043304},"labels":[],"label_agreement":null},{"id":"W2900441773","doi":"","title":"Optimizing the Discrete Element Method Calibration Process by Applying a Series of Empirical Equations","year":2018,"lang":"en","type":"article","venue":"52nd U.S. Rock Mechanics/Geomechanics Symposium","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Series (stratigraphy); Calibration; Process (computing); Element (criminal law); Mathematics; Computer science; Applied mathematics; Statistics; Geology","score_opus":0.023554711594989536,"score_gpt":0.2914284915155361,"score_spread":0.2678737799205466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900441773","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":[0.0004631465,0.00035618237,0.9959411,0.0005365916,0.000549786,0.00105765,0.0000563945,0.0006251159,0.00041405714],"genre_scores_gemma":[0.96471226,0.0002669512,0.03324316,0.00025565113,0.0002615197,0.0008945863,0.00009425333,0.00013372059,0.00013791757],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99757814,0.00012494091,0.0007057924,0.00045452747,0.00052519457,0.00061138096],"domain_scores_gemma":[0.99865735,0.00011908765,0.00023830145,0.0005585597,0.00030021713,0.00012648037],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009220022,0.0004137343,0.00044835545,0.00019094785,0.00042053167,0.000055220276,0.000511848,0.00026140557,0.00006265779],"category_scores_gemma":[0.000091544,0.0003471516,0.00013579128,0.0006236239,0.000017492854,0.000515689,0.00014416377,0.00036638722,0.000007702525],"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":[0.000090265945,0.00008349231,0.0000073623805,0.00019251338,0.0002144771,0.0000014608144,0.0019163701,0.06540195,0.89971405,0.029778136,0.0015181287,0.0010817805],"study_design_scores_gemma":[0.0002594039,0.0002900292,7.360974e-8,0.000044556033,0.000096829455,0.0000064950214,0.00045001085,0.4990352,0.48019004,0.01563856,0.0036990081,0.00028980232],"about_ca_topic_score_codex":0.0000062732397,"about_ca_topic_score_gemma":0.000028245948,"teacher_disagreement_score":0.9642491,"about_ca_system_score_codex":0.00014533501,"about_ca_system_score_gemma":0.000067342786,"threshold_uncertainty_score":0.9998981},"labels":[],"label_agreement":null},{"id":"W2900909094","doi":"10.1007/s00170-018-2952-3","title":"A novel approach to modeling of multi-axis plunge milling and its application on the simulation of complex part plunging","year":2018,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Aeronautical Science Foundation of China; National Natural Science Foundation of China","keywords":"Process (computing); Machining; Enhanced Data Rates for GSM Evolution; Mechanical engineering; Residual; Engineering; Geometry; Engineering drawing; Computer science; Algorithm; Mathematics","score_opus":0.05105911469849309,"score_gpt":0.2887350046200581,"score_spread":0.237675889921565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900909094","genre_codex":"methods","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":[0.47035497,0.000108407585,0.52891934,0.00024902695,0.00008597884,0.00015059624,0.000003030395,0.000043448385,0.000085161955],"genre_scores_gemma":[0.96659124,0.00008642381,0.03316065,0.000050233084,0.00007742559,0.00001358472,0.000001119147,0.000015930165,0.000003403758],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913,0.0000098155,0.00040336334,0.00010611417,0.00022630124,0.00012440636],"domain_scores_gemma":[0.9991789,0.00010342612,0.00024500952,0.00016316706,0.00028920703,0.00002031535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033655256,0.000115315626,0.00018990446,0.00033636548,0.000049703216,0.0000048888373,0.0004782463,0.00006915595,0.0000020422676],"category_scores_gemma":[0.00012502815,0.0000790371,0.000042607295,0.00009891285,0.00007624816,0.00009173011,0.00007462982,0.00022042224,4.909457e-7],"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":[0.00006188724,0.000024465302,0.000010310468,0.000009269403,0.000061367224,1.4272972e-7,0.00011997264,0.6867218,0.30557606,0.0011057764,0.0000025309364,0.0063064573],"study_design_scores_gemma":[0.00027407787,0.00008501624,0.000042786793,0.00006927964,0.000013516866,0.000010810028,0.00010439824,0.47240666,0.5250428,0.0015065705,0.0003878214,0.000056270186],"about_ca_topic_score_codex":0.000001337258,"about_ca_topic_score_gemma":0.0000022825732,"teacher_disagreement_score":0.49623623,"about_ca_system_score_codex":0.0000675999,"about_ca_system_score_gemma":0.000007172018,"threshold_uncertainty_score":0.32230395},"labels":[],"label_agreement":null},{"id":"W2901696685","doi":"10.25071/10315/35396","title":"Application Of Fiber Bragg Grating Sensor For Strain Measurement At The Notch Tip Under Cyclic Loading","year":2018,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Fiber Bragg grating; Materials science; PHOSFOS; Strain (injury); Optics; Fiber optic sensor; Fiber; Optoelectronics; Graded-index fiber; Composite material; Physics","score_opus":0.022319087670329914,"score_gpt":0.25740855851424455,"score_spread":0.23508947084391463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901696685","genre_codex":"methods","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":[0.09442908,0.0021887897,0.8980382,0.0007949772,0.00069200946,0.0025709188,0.00009984806,0.0006790774,0.0005070599],"genre_scores_gemma":[0.983312,0.0000070433116,0.016086504,0.00004915777,0.0001278924,0.00034829514,0.000008242403,0.000050778006,0.00001007249],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987533,0.000013855225,0.00030334396,0.0002033284,0.00020174084,0.00052444293],"domain_scores_gemma":[0.9994228,0.00005561147,0.000041734413,0.00023044128,0.00009542016,0.00015400877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074559986,0.00017100178,0.00019387629,0.00015985323,0.000071808565,0.000011020209,0.00017884198,0.00013164793,0.000019263845],"category_scores_gemma":[0.000106890504,0.00015793793,0.000055097462,0.00022457061,0.000043570486,0.00005832784,0.000020789581,0.00017180796,0.000003589979],"study_design_candidate":"bench_or_experimental","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":[0.000057504727,0.000051499534,0.0022165834,0.00068373233,0.00025975233,0.0000066218413,0.0004067605,0.06988226,0.7054833,0.027285872,0.00033097726,0.19333512],"study_design_scores_gemma":[0.00080539455,0.00016391043,0.0015778238,0.000264964,0.0000585294,0.000010788026,0.000056955614,0.49039173,0.4802327,0.001441159,0.02435724,0.0006388152],"about_ca_topic_score_codex":0.00045997056,"about_ca_topic_score_gemma":0.025674094,"teacher_disagreement_score":0.88888294,"about_ca_system_score_codex":0.00065146247,"about_ca_system_score_gemma":0.000042398457,"threshold_uncertainty_score":0.9921048},"labels":[],"label_agreement":null},{"id":"W2903343864","doi":"10.1139/tcsme-2017-512","title":"DESIGN OPTIMIZATION OF MOTORIZED SPINDLE BEARING LOCATIONS BASED ON DYNAMIC MODEL AND GENETIC ALGORITHM","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science and Technology Major Project","keywords":"Genetic algorithm; Bearing (navigation); Natural frequency; Hammer; Optimal design; Timoshenko beam theory; Control theory (sociology); Engineering; Computer science; Dynamic simulation; Algorithm; Beam (structure); Vibration; Structural engineering; Simulation; Artificial intelligence","score_opus":0.017324466225113248,"score_gpt":0.22134284358037293,"score_spread":0.20401837735525968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903343864","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":[0.00071621145,0.000034732944,0.99864525,0.000064297084,0.000105580235,0.00033537747,0.000034326677,0.000056604174,0.000007626009],"genre_scores_gemma":[0.51142967,0.00001823257,0.48847544,0.000006850438,0.00000389779,0.000041077477,0.000001176358,0.000016664539,0.0000069722737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995359,0.0000034173825,0.00014056073,0.00009191588,0.000076072676,0.00015212921],"domain_scores_gemma":[0.99954957,0.0000301243,0.000036937934,0.00026603643,0.000043050757,0.00007426164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010819118,0.00009497401,0.0001306267,0.00005037865,0.00021162984,0.000009438045,0.00016645182,0.000106867796,0.0000021633143],"category_scores_gemma":[0.000021871418,0.000095703865,0.00013424183,0.000048897356,0.00003301482,0.000060602906,0.0000026547739,0.00011675005,3.3015876e-8],"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":[0.0000020120685,0.000004874618,5.533804e-7,0.00003444764,0.000032284166,2.7371403e-8,0.000017167818,0.9797735,0.018070547,0.000059603928,0.000002309696,0.0020026504],"study_design_scores_gemma":[0.00027266785,0.00003299426,0.000026427328,0.000041030205,0.000058360816,4.0571635e-7,0.000004195853,0.98547244,0.0138679845,0.00013022583,0.0000126968935,0.00008057341],"about_ca_topic_score_codex":0.00021793378,"about_ca_topic_score_gemma":0.00029073365,"teacher_disagreement_score":0.51071346,"about_ca_system_score_codex":0.00015560885,"about_ca_system_score_gemma":0.000063078965,"threshold_uncertainty_score":0.39026904},"labels":[],"label_agreement":null},{"id":"W2908000033","doi":"","title":"Calibration of a Simple, Low Cost, 3d Laser Light-Sectioning Scanner System for Biomedical Purposes","year":2008,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Calibration; Scanner; Laser scanning; Simple (philosophy); Computer science; Laser; Optics; Computer vision; Materials science; Artificial intelligence; Biomedical engineering; Mathematics; Engineering; Physics","score_opus":0.017535486187569112,"score_gpt":0.23211229348313345,"score_spread":0.21457680729556433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908000033","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":[0.74808323,0.00028780094,0.24359484,0.00006688652,0.00050911814,0.0011630623,0.000018614437,0.0017867166,0.0044897445],"genre_scores_gemma":[0.9925188,0.0000288912,0.006825432,0.000017593915,0.00021384137,0.0002670043,0.000014085579,0.000034008684,0.00008036503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992135,0.0000023762416,0.00025733435,0.00015315575,0.00015116796,0.00022246975],"domain_scores_gemma":[0.9996325,0.000019243249,0.000063181404,0.000053941487,0.00016529909,0.00006587572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013279116,0.00013152357,0.0002117435,0.00015636226,0.00010469104,0.000010224529,0.00008572174,0.00013036802,0.0000055976575],"category_scores_gemma":[0.00006982006,0.00012286815,0.00005528259,0.00020954724,0.000060158225,0.00027100366,0.000013513855,0.00008939359,0.0000011727444],"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":[0.000190063,0.00014015996,0.017319536,0.0031156242,0.00019129612,0.0000068173745,0.0011868939,0.00066333584,0.9207585,0.0026961134,0.04804929,0.005682364],"study_design_scores_gemma":[0.0006306918,0.00017662995,0.0003358296,0.00017730091,0.000038735554,0.00004370228,0.0001906429,0.019405251,0.95725775,0.00013054798,0.021381762,0.00023118565],"about_ca_topic_score_codex":0.0000026601604,"about_ca_topic_score_gemma":0.0000013651669,"teacher_disagreement_score":0.24443556,"about_ca_system_score_codex":0.000080250786,"about_ca_system_score_gemma":0.000016267926,"threshold_uncertainty_score":0.50104177},"labels":[],"label_agreement":null},{"id":"W2914208907","doi":"10.3390/jmmp3010020","title":"Five-Axis Machine Tool Coordinate Metrology Evaluation Using the Ball Dome Artefact Before and After Machine Calibration","year":2019,"lang":"en","type":"article","venue":"Journal of Manufacturing and Materials Processing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Coordinate-measuring machine; Machine tool; Stylus; Ball (mathematics); Metrology; Calibration; Computer science; Measurement uncertainty; Engineering drawing; Mechanical engineering; Engineering; Computer vision; Geometry; Mathematics","score_opus":0.01031225976826995,"score_gpt":0.24839162896403932,"score_spread":0.23807936919576939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914208907","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":[0.98465055,0.0015275372,0.0131717045,0.00008871927,0.00029996404,0.00018954922,0.0000053893023,0.00004093875,0.000025663068],"genre_scores_gemma":[0.99676424,0.00012707668,0.0028815537,0.000059941565,0.000113768154,0.0000063570124,0.0000034354632,0.000022658272,0.00002097646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990755,0.0000802902,0.00036760696,0.00011799904,0.00018346721,0.00017514676],"domain_scores_gemma":[0.99957407,0.000025778774,0.00021600765,0.00008343904,0.00006435878,0.00003633686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010854315,0.00016354216,0.00029469535,0.00014043867,0.000084776206,0.000097116186,0.0000690682,0.00008941574,0.000047658],"category_scores_gemma":[0.000026025038,0.000107613865,0.000028480823,0.00003325367,0.000036491998,0.00049825315,0.000030722233,0.00016408744,3.7277988e-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":[0.00085076684,0.000041195395,0.004167353,0.0011648699,0.0002557064,0.000025152065,0.0011763014,0.0071537145,0.78605354,0.000027261187,0.000025539448,0.19905859],"study_design_scores_gemma":[0.0015616295,0.0003065495,0.02225553,0.00026628762,0.00030051873,0.00038263097,0.000073578114,0.029673595,0.9416246,0.0027080448,0.0005521371,0.00029491624],"about_ca_topic_score_codex":0.0000071546233,"about_ca_topic_score_gemma":0.000008051543,"teacher_disagreement_score":0.19876368,"about_ca_system_score_codex":0.000051296207,"about_ca_system_score_gemma":0.000017146202,"threshold_uncertainty_score":0.4388366},"labels":[],"label_agreement":null},{"id":"W2924721284","doi":"10.1007/s00170-019-03454-2","title":"Optimal calibration strategy for a five-axis machine tool accuracy improvement using the D-optimal approach","year":2019,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Observability; Calibration; Machine tool; Process (computing); Algorithm; Ball (mathematics); Computer science; Control theory (sociology); Engineering; Mathematics; Artificial intelligence; Control (management); Statistics; Geometry; Mechanical engineering","score_opus":0.01723144739358753,"score_gpt":0.2712246142158646,"score_spread":0.25399316682227707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924721284","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":[0.659973,0.00025246126,0.33824748,0.00048460756,0.00046230198,0.00038638545,0.000008685943,0.00011980799,0.00006524042],"genre_scores_gemma":[0.9227068,0.00014740867,0.076772995,0.000085779124,0.00015256155,0.000038142556,0.000006376886,0.0000309336,0.000059000664],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998829,0.000014828124,0.00045978796,0.00015178564,0.00028828514,0.00025628915],"domain_scores_gemma":[0.999106,0.00012535424,0.00031673574,0.0002603879,0.00016914583,0.00002240087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037411338,0.00019618415,0.00023359625,0.00025439158,0.00008161546,0.000041282277,0.0009427249,0.000116536554,0.000018752355],"category_scores_gemma":[0.0000745544,0.00012413604,0.0001237135,0.0000755205,0.000077799836,0.00038343394,0.000110133326,0.00047622723,9.922436e-7],"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":[0.00019988211,0.000027210983,0.000033303528,0.000014821276,0.00020368164,0.0000029579942,0.000054022217,0.76494867,0.20863546,0.0006835697,0.00006476739,0.025131643],"study_design_scores_gemma":[0.0011799497,0.0003674539,0.000055320783,0.000036318288,0.000048005233,0.00016817942,0.00040653572,0.10228284,0.8871736,0.0044371253,0.003657511,0.00018718933],"about_ca_topic_score_codex":0.000002983661,"about_ca_topic_score_gemma":0.0000016413427,"teacher_disagreement_score":0.67853814,"about_ca_system_score_codex":0.00020393151,"about_ca_system_score_gemma":0.000035527333,"threshold_uncertainty_score":0.50621206},"labels":[],"label_agreement":null},{"id":"W2947683035","doi":"10.1007/978-981-10-4912-5_6-1","title":"Machine Tool Calibration","year":2019,"lang":"en","type":"book-chapter","venue":"Precision manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Machine tool; Compensation (psychology); Computer science; Calibration; Coordinate-measuring machine; Control engineering; Engineering drawing; Engineering; Mathematics; Mechanical engineering; Statistics","score_opus":0.017861176583548227,"score_gpt":0.22344789321959968,"score_spread":0.20558671663605146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947683035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045538892,0.0022724376,0.14038046,0.000020768317,0.0011881404,0.000678942,0.000034114935,0.0016309015,0.85333884],"genre_scores_gemma":[0.12287023,0.0038830112,0.014431761,0.00017825689,0.00068488024,0.000042721214,0.00031967973,0.00050290965,0.85708654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988637,0.0000066011976,0.00033342038,0.00029962414,0.00028097906,0.00021569768],"domain_scores_gemma":[0.99936044,0.00006322701,0.00007811874,0.00043141545,0.000019672003,0.000047114663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015418448,0.00036296254,0.00035275586,0.00023261638,0.00004068828,0.000028724498,0.00019661861,0.00039178878,0.00088258105],"category_scores_gemma":[0.0000105591,0.0003490661,0.0001279498,0.000008675349,0.000016070326,0.00018761893,0.00007113984,0.0005046447,0.00023384002],"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":[0.000121348865,0.000017243843,0.000069248046,0.0006108886,0.0003518523,0.000043668566,0.00008582559,0.028377697,0.0076537114,0.018828027,0.015723743,0.92811674],"study_design_scores_gemma":[0.00029760555,0.000053361528,0.00006696053,0.0002654304,0.000062055944,0.000007971997,7.3636545e-7,0.0035067892,0.12528257,0.037946608,0.8317954,0.0007145244],"about_ca_topic_score_codex":7.017678e-7,"about_ca_topic_score_gemma":0.0000030914125,"teacher_disagreement_score":0.9274022,"about_ca_system_score_codex":0.000117220276,"about_ca_system_score_gemma":0.000011547303,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W2948194758","doi":"10.1364/oic.2019.wc.1","title":"OIC 2019 Manufacturing Problem Contest","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"CONTEST; Transmittance; Filter (signal processing); Computer science; Optics; Physics; Computer vision; Political science","score_opus":0.005916630814064466,"score_gpt":0.19320613431825948,"score_spread":0.18728950350419502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948194758","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":[0.47200504,0.00044196838,0.045419704,0.00006984568,0.00042697607,0.00051504676,0.0000017274027,0.0028446608,0.47827503],"genre_scores_gemma":[0.9830112,0.000042007185,0.010655997,0.00006736529,0.000027402011,0.00001370793,0.000003266615,0.000020185953,0.0061589098],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995822,0.0000035455462,0.00009017283,0.00009083211,0.00006189959,0.00017137107],"domain_scores_gemma":[0.99980456,0.0000128681895,0.000009375127,0.00013471738,0.000009834876,0.000028641836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006592796,0.00008689058,0.00010040357,0.00004934865,0.000010964703,0.000006330823,0.00007244551,0.000047676902,0.00030430558],"category_scores_gemma":[0.0000017877998,0.00007564179,0.000025738756,0.000025098743,0.0000073247415,0.00010551021,0.000011665345,0.000094757575,0.00038022947],"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":[0.000029385496,0.00005703011,0.036937505,0.0002991198,0.00016169777,0.000009623425,0.00012917208,0.008773783,0.843086,0.008504196,0.046212792,0.05579968],"study_design_scores_gemma":[0.0004163342,0.00006541281,0.0032806688,0.000025245765,0.000007961249,0.0000046454043,0.0000160744,0.0005196904,0.8830434,0.0015644579,0.11080207,0.00025400287],"about_ca_topic_score_codex":0.0000030799279,"about_ca_topic_score_gemma":0.000004251013,"teacher_disagreement_score":0.5110061,"about_ca_system_score_codex":0.000027431694,"about_ca_system_score_gemma":0.000002580659,"threshold_uncertainty_score":0.48872074},"labels":[],"label_agreement":null},{"id":"W2949498951","doi":"10.1007/s10043-019-00514-6","title":"New solutions in precision lens mounting","year":2019,"lang":"en","type":"article","venue":"Optical Review","topic":"Advanced Measurement and Metrology Techniques","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":"Institut National d'Optique","funders":"","keywords":"Lens (geology); Computer science; Curvature; Optics; Centring; Radius of curvature; RADIUS; Physics; Mechanical engineering; Engineering; Mathematics; Mean curvature; Geometry","score_opus":0.03004631656577162,"score_gpt":0.2755389388351642,"score_spread":0.2454926222693926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949498951","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":[0.009346135,0.43120134,0.26434824,0.0012271458,0.00055812753,0.0016655171,0.0000012652416,0.0009303268,0.29072192],"genre_scores_gemma":[0.35871196,0.41156694,0.22666578,0.0010855141,0.00016853453,0.00009836618,0.00001197443,0.000082170074,0.0016087675],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994583,0.000009628213,0.00017017825,0.00009311264,0.000082051,0.00018674445],"domain_scores_gemma":[0.99976045,0.000039948052,0.000010033469,0.00014122212,0.0000124980625,0.00003582782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026344738,0.000069901704,0.0001825501,0.000033325727,0.000008613206,0.0000036233416,0.00006758286,0.000043583164,0.00019265324],"category_scores_gemma":[0.00013115587,0.000061795676,0.000040064853,0.00013467348,0.000005558675,0.000102327365,0.000019783962,0.00014265972,0.00025143576],"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":[0.0000045076254,0.000030896892,0.002116199,0.0018510126,0.000017371634,0.000004365221,0.00001275624,0.0004886584,0.023081716,0.031379774,0.012570203,0.92844254],"study_design_scores_gemma":[0.00040479552,0.00008609085,0.0030248594,0.0074862554,0.00005398568,0.000007678873,0.00000270768,0.0021250413,0.0028042868,0.0028460117,0.980769,0.0003892948],"about_ca_topic_score_codex":0.000001197328,"about_ca_topic_score_gemma":0.0000031228446,"teacher_disagreement_score":0.9681988,"about_ca_system_score_codex":0.00004294677,"about_ca_system_score_gemma":0.000009416968,"threshold_uncertainty_score":0.3231782},"labels":[],"label_agreement":null},{"id":"W2957440557","doi":"10.1088/1361-6404/ab2fef","title":"Use of interference colours to distinguish between fast and slow axes of a quarter wave plate","year":2019,"lang":"en","type":"article","venue":"European Journal of Physics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":6,"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":"Physics; Interference (communication); Quarter (Canadian coin); Waveplate; Optics; Telecommunications; Channel (broadcasting); History","score_opus":0.04015759915631244,"score_gpt":0.2325455149841398,"score_spread":0.19238791582782738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957440557","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":[0.89713675,0.000030051235,0.10184652,0.00001032594,0.00009407144,0.00005472147,0.000008821868,0.000015251035,0.0008034966],"genre_scores_gemma":[0.9915292,0.000013823971,0.008313648,0.000009430184,0.00008769769,1.3969965e-7,6.3701543e-7,0.000017775435,0.000027624308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994391,0.000046251833,0.00027477965,0.000054478205,0.00009232595,0.00009303303],"domain_scores_gemma":[0.99952865,0.00005068103,0.00016358179,0.000091825175,0.00011534806,0.000049928527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002059694,0.00008393943,0.00023584045,0.000052176136,0.0000070506867,0.0000068551885,0.00008864658,0.000011425958,0.000002772477],"category_scores_gemma":[0.000037524816,0.00007369136,0.00004443173,0.000062932966,0.000029420195,0.00011557695,0.000026856931,0.00013868426,0.0000019148858],"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":[0.00026251032,0.000105839834,0.117387354,0.00036798115,0.00050071545,0.000052860705,0.006133333,0.0065008514,0.69587666,0.0005144476,0.0026578507,0.1696396],"study_design_scores_gemma":[0.0024592588,0.0065108757,0.31016007,0.002483816,0.00034187667,0.00003683271,0.00061269983,0.0016488086,0.6678362,0.0013946376,0.005669649,0.000845318],"about_ca_topic_score_codex":4.2741462e-7,"about_ca_topic_score_gemma":2.5474336e-7,"teacher_disagreement_score":0.1927727,"about_ca_system_score_codex":0.0000103295515,"about_ca_system_score_gemma":0.000004937267,"threshold_uncertainty_score":0.30050462},"labels":[],"label_agreement":null},{"id":"W2965365980","doi":"10.1109/tim.2019.2930710","title":"Hand-Eye Calibration: 4-D Procrustes Analysis Approach","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":81,"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":"Procrustes analysis; Calibration; Set (abstract data type); Mathematics; Algorithm; Representation (politics); Computation; Eigenvalues and eigenvectors; Euclidean geometry; Computer science; Mathematical optimization; Applied mathematics; Artificial intelligence; Statistics","score_opus":0.0216521815853448,"score_gpt":0.2316210519315976,"score_spread":0.2099688703462528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965365980","genre_codex":"methods","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":[0.0789409,0.00007968452,0.91704994,0.00004553032,0.00028428997,0.00047598925,0.0000069316898,0.00028868736,0.0028280274],"genre_scores_gemma":[0.99455875,0.00008071155,0.0048773973,0.00009688993,0.000014581094,0.00016597105,0.000009630496,0.00001780196,0.00017826137],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898803,0.000028154827,0.00022417627,0.00021970631,0.0003722358,0.00016768118],"domain_scores_gemma":[0.999661,0.0000070694423,0.000034671055,0.00015657062,0.00006840106,0.000072243456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019471842,0.00016598392,0.0001907406,0.00031579044,0.00011406652,0.000045214125,0.00005338968,0.00007223376,0.0001242726],"category_scores_gemma":[0.0000011632982,0.0001611876,0.000081414124,0.00037127436,0.000034545694,0.00023475445,4.535773e-7,0.00013320116,0.000010672375],"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":[0.00031799485,0.0006599642,0.007913128,0.0004988986,0.0038089424,0.0000014921687,0.0017930466,0.44831613,0.38313684,0.0006787097,0.00045296043,0.15242189],"study_design_scores_gemma":[0.002398735,0.00032183522,0.0027653577,0.00004234482,0.0008802099,0.0000032227338,0.00067921996,0.10698389,0.88305116,0.00010769204,0.0021698682,0.0005964903],"about_ca_topic_score_codex":0.0000052205633,"about_ca_topic_score_gemma":0.000021050084,"teacher_disagreement_score":0.9156179,"about_ca_system_score_codex":0.00013394392,"about_ca_system_score_gemma":0.000014493794,"threshold_uncertainty_score":0.657304},"labels":[],"label_agreement":null},{"id":"W2971428426","doi":"10.1139/tcsme-2019-0124","title":"Thermal behavior analysis and experimental study on the vertical machining center spindle","year":2019,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Machining; Thermal; Machine tool; Thermal conduction; Mechanical engineering; Mechanism (biology); Rotation (mathematics); Thermal analysis; Robustness (evolution); Mechanics; Materials science; Computer science; Engineering; Physics; Thermodynamics; Artificial intelligence","score_opus":0.014856809739988892,"score_gpt":0.23465843027148559,"score_spread":0.21980162053149668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971428426","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":[0.9500653,0.00003468324,0.048914436,0.00007573506,0.00017990883,0.00059575407,0.000021481506,0.000071068556,0.000041598712],"genre_scores_gemma":[0.9987177,0.0000013390718,0.0010606778,0.00004901357,0.0000114488075,0.00012313001,0.0000012532009,0.000021697904,0.000013725473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943703,0.000008346727,0.0001288661,0.00011448228,0.000106160325,0.00020510223],"domain_scores_gemma":[0.9996462,0.000047958532,0.0000090121675,0.00020480897,0.000012812042,0.0000791957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015366009,0.0001127829,0.00015189305,0.000050213443,0.00011070284,0.000010622005,0.00014453685,0.000071780116,0.000038060785],"category_scores_gemma":[0.0000052351406,0.000080924605,0.00030659745,0.00017843576,0.000019049417,0.000041059247,0.000004749757,0.00021905183,5.780912e-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":[0.000059372855,0.0006062133,0.006616227,0.00009762984,0.0051244213,0.0000015010747,0.0031325654,0.35134205,0.6268608,0.00417883,0.00008017667,0.0019002021],"study_design_scores_gemma":[0.0020761047,0.0009042907,0.012649133,0.000057564383,0.0020006828,0.0000037419093,0.0020350139,0.37879133,0.6001263,0.000033369368,0.0006607321,0.0006617331],"about_ca_topic_score_codex":0.00029677452,"about_ca_topic_score_gemma":0.001100574,"teacher_disagreement_score":0.04865238,"about_ca_system_score_codex":0.00013158766,"about_ca_system_score_gemma":0.000013033593,"threshold_uncertainty_score":0.33000097},"labels":[],"label_agreement":null},{"id":"W2980047987","doi":"10.1155/2019/9140702","title":"Reproducibility Experimentation among Computer-Aided Inspection Software from a Single Point Cloud","year":2019,"lang":"en","type":"article","venue":"Journal of Control Science and Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"École de technologie supérieure","keywords":"Point cloud; Software; Outlier; Benchmark (surveying); Coordinate-measuring machine; Process (computing); Computer-aided; Cloud computing; Point (geometry); Computer science; Algorithm; Engineering drawing; Engineering; Simulation; Computer engineering; Computer vision; Artificial intelligence; Mechanical engineering; Mathematics; Operating system","score_opus":0.007846392849735264,"score_gpt":0.20873182689942565,"score_spread":0.2008854340496904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980047987","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":[0.70059544,0.00029265534,0.2981412,0.000017762719,0.0007290137,0.00008066238,4.612214e-7,0.00011607256,0.000026734804],"genre_scores_gemma":[0.9833209,0.000020035755,0.016386924,0.000022775655,0.00023685879,0.000002286467,2.5958803e-7,0.000008659335,0.0000012900733],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999126,0.000008442476,0.00025951015,0.00019970731,0.0002481232,0.00015818933],"domain_scores_gemma":[0.9994575,0.000041659325,0.00007922613,0.000196091,0.00015167493,0.000073883195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011064975,0.00009201576,0.00019326746,0.00016316588,0.000038705206,0.00004044749,0.0001028752,0.000036144258,0.0000046779583],"category_scores_gemma":[0.00019414572,0.00008302725,0.00003583691,0.00017541526,0.00005005333,0.0007543848,0.00001301489,0.0001428777,8.6258297e-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":[0.00002060353,0.000015787797,0.0130133005,0.000012716451,0.000020779058,0.0000023303598,0.0002470962,0.045187864,0.93663806,0.000016406371,0.000038177684,0.0047869026],"study_design_scores_gemma":[0.0029792835,0.00087107555,0.26643118,0.0002687774,0.000065599685,0.000049176117,0.00024580798,0.26853836,0.45893455,0.00056081364,0.0005665382,0.0004888493],"about_ca_topic_score_codex":0.0000056525582,"about_ca_topic_score_gemma":0.0000010002669,"teacher_disagreement_score":0.4777035,"about_ca_system_score_codex":0.00016363368,"about_ca_system_score_gemma":0.000017739563,"threshold_uncertainty_score":0.3385753},"labels":[],"label_agreement":null},{"id":"W2995483581","doi":"10.1088/1681-7575/ab63af","title":"Robust phase-stepping interferometry for traceable length measurements in a Hilger–Watts gauge-block interferometer","year":2019,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"Interferometry; Optics; Physics; Gauge (firearms); Phase (matter); Materials science; Quantum mechanics","score_opus":0.08498325782477778,"score_gpt":0.2811551089083151,"score_spread":0.1961718510835373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995483581","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":[0.91287386,0.0010678864,0.079997405,0.00007283946,0.0012480546,0.0011726464,0.000017986597,0.00071785954,0.002831471],"genre_scores_gemma":[0.97998273,0.000033689033,0.018939946,0.00013984849,0.00007335826,0.00028787242,0.000024125668,0.00008406073,0.00043434996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99776804,0.00007371411,0.0005849363,0.0005034888,0.0002637639,0.00080605113],"domain_scores_gemma":[0.99912685,0.00014795596,0.000093623756,0.00044407128,0.000095277195,0.00009224756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011656632,0.00039959425,0.00066829135,0.0009341863,0.000042423497,0.000035256435,0.00041127868,0.00029399752,0.00014219788],"category_scores_gemma":[0.00018968339,0.00038560337,0.00017150548,0.00056917494,0.00005525677,0.00033933946,0.000062545754,0.00046638303,0.000059046462],"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":[0.0012681894,0.00086375716,0.089284934,0.00071135495,0.0008252982,0.000012488474,0.00035163513,0.014893569,0.8603749,0.00020948297,0.0073138042,0.02389057],"study_design_scores_gemma":[0.026016308,0.0058935294,0.0061131413,0.00065645884,0.0003381305,0.0000370243,0.00048612617,0.036448102,0.8857001,0.0016100534,0.033832975,0.0028680186],"about_ca_topic_score_codex":0.00000661522,"about_ca_topic_score_gemma":0.000046708235,"teacher_disagreement_score":0.08317179,"about_ca_system_score_codex":0.00037339792,"about_ca_system_score_gemma":0.000015449346,"threshold_uncertainty_score":0.9998596},"labels":[],"label_agreement":null},{"id":"W2995670801","doi":"10.1109/lra.2020.2965882","title":"The Complex-Step Derivative Approximation on Matrix Lie Groups","year":2020,"lang":"en","type":"article","venue":"IEEE Robotics and Automation Letters","topic":"Advanced Measurement and Metrology Techniques","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":"McGill University","funders":"","keywords":"Derivative (finance); Matrix (chemical analysis); Algorithm; Function (biology); Mathematics; Computer science; Applied mathematics; Mathematical optimization","score_opus":0.02698179790996239,"score_gpt":0.2435789133491406,"score_spread":0.21659711543917823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995670801","genre_codex":"methods","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":[0.055647526,0.000050707167,0.93344414,0.009711129,0.00015807526,0.00021199086,0.000002168851,0.00055608666,0.00021819095],"genre_scores_gemma":[0.9709186,0.00005714569,0.026891876,0.001973548,0.000106632746,0.00001886061,0.000010875927,0.000017916527,0.0000045297957],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950296,0.00002071925,0.00014507583,0.00009529535,0.000111107365,0.00012482917],"domain_scores_gemma":[0.9997698,0.000057774316,0.000041513063,0.00007505095,0.000017404278,0.00003847185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007942347,0.00010087171,0.0000929707,0.00002993921,0.00012087974,0.000038666403,0.00006445928,0.000034963614,0.0000020455848],"category_scores_gemma":[0.000018368888,0.00008015161,0.000022299575,0.00008628829,0.000038564234,0.000091924,0.0000068253808,0.00010256302,0.000009393843],"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":[0.000028577262,0.000018273255,0.00031077143,0.00012978967,0.0000949405,0.000003652931,0.0007761639,0.5258981,0.40779483,0.021653218,0.024353197,0.018938446],"study_design_scores_gemma":[0.00040775107,0.000087604356,0.002844012,0.000024256486,0.00002238831,0.0000018653416,0.00006048859,0.97229,0.017506484,0.0006451216,0.0058805253,0.00022953584],"about_ca_topic_score_codex":2.6955055e-7,"about_ca_topic_score_gemma":5.726721e-7,"teacher_disagreement_score":0.9152711,"about_ca_system_score_codex":0.00002703466,"about_ca_system_score_gemma":0.000002061766,"threshold_uncertainty_score":0.32684878},"labels":[],"label_agreement":null},{"id":"W2999750273","doi":"10.1364/ao.59.00a135","title":"Effect of an optical coating on in-band and out-of-band transmitted and reflected wavefront error measurements","year":2020,"lang":"en","type":"article","venue":"Applied Optics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Iridian Spectral Technologies (Canada)","funders":"","keywords":"Optics; Wavelength; Band-pass filter; Wavefront; Optical filter; Filter (signal processing); Materials science; Coating; Optoelectronics; Physics; Engineering; Electrical engineering","score_opus":0.03439407251519718,"score_gpt":0.27856099130753537,"score_spread":0.24416691879233818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999750273","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":[0.9902326,0.00010894075,0.006014936,0.000023153378,0.000029458517,0.0003721655,0.00000283211,0.00009765343,0.0031182633],"genre_scores_gemma":[0.9903187,0.000029116853,0.0095569575,0.00002902745,0.000017041697,0.000019155865,0.0000050598796,0.000024183862,7.683156e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992334,0.000025581021,0.00025072478,0.00016975435,0.0001553818,0.00016512959],"domain_scores_gemma":[0.99966854,0.000089169094,0.000038557457,0.00009737215,0.000022558748,0.000083779225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026709517,0.00015623783,0.00033494036,0.00006161882,0.00001717249,0.0000046609725,0.00005688517,0.00010602705,0.0000013282897],"category_scores_gemma":[0.000054086708,0.00014409328,0.000016432848,0.00009305628,0.00006843554,0.000035446352,0.000006987912,0.0001742117,2.544858e-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":[0.0003666774,0.000027933216,0.001152634,0.0002812301,0.00003921514,0.0000022471327,0.0005543328,0.00064893876,0.987425,0.00022054758,0.000004022398,0.009277165],"study_design_scores_gemma":[0.0016482688,0.00097094866,0.0014978207,0.00004530389,0.000059135786,4.7319364e-7,0.000030229476,0.0030246414,0.99246264,0.0001075813,0.000015403604,0.00013753476],"about_ca_topic_score_codex":7.28207e-7,"about_ca_topic_score_gemma":0.0000066950947,"teacher_disagreement_score":0.00913963,"about_ca_system_score_codex":0.000016469623,"about_ca_system_score_gemma":0.000005335648,"threshold_uncertainty_score":0.58759534},"labels":[],"label_agreement":null},{"id":"W3002039882","doi":"10.1007/s00170-020-04928-4","title":"Generation of a 3D error compensation grid from ISO 230-1 error parameters obtained by a SAMBA indirect calibration and validated by a ball-bar spherical test","year":2020,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Sphericity; Grid; Compensation (psychology); Algorithm; Approximation error; Calibration; Computer science; Control theory (sociology); Machine tool; Traverse; Mathematics; Geometry; Engineering; Artificial intelligence; Statistics","score_opus":0.028969366106976317,"score_gpt":0.25235558148305126,"score_spread":0.22338621537607495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002039882","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":[0.82347435,0.00046017047,0.17223011,0.0031669347,0.00024558604,0.00016458936,0.000058618883,0.00018619129,0.000013456041],"genre_scores_gemma":[0.9512919,0.00027085794,0.04797224,0.00025847004,0.000095008196,0.000012677743,0.00006884948,0.000025485828,0.0000044653657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988163,0.000036448542,0.0005265001,0.0001700135,0.00029473056,0.00015601469],"domain_scores_gemma":[0.99918586,0.0001359029,0.00037990176,0.000121073885,0.00012287355,0.000054378856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014543002,0.00018569743,0.00031440257,0.00013962139,0.00004232073,0.000022315544,0.00040508417,0.00014711136,0.000021393389],"category_scores_gemma":[0.00024960696,0.00015417249,0.000050996936,0.00010563027,0.00011631095,0.00028612427,0.00006255113,0.000367313,7.9703875e-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":[0.00013988078,0.000036905894,0.00041336523,0.000008131635,0.00017626293,0.0000070344045,0.000137238,0.0127891125,0.9752826,0.00001918819,0.0016444941,0.009345751],"study_design_scores_gemma":[0.00086434785,0.00028501623,0.00018078242,0.00003406769,0.00004735024,0.000023701048,0.000103464685,0.014573669,0.9809426,0.0009704599,0.0018342694,0.00014026635],"about_ca_topic_score_codex":0.000008471875,"about_ca_topic_score_gemma":0.0000068602235,"teacher_disagreement_score":0.1278176,"about_ca_system_score_codex":0.00011184683,"about_ca_system_score_gemma":0.000018414039,"threshold_uncertainty_score":0.62869716},"labels":[],"label_agreement":null},{"id":"W3011494686","doi":"10.3390/jmmp4010024","title":"An Integrated Geometric and Hysteretic Error Model of a Three Axis Machine Tool and Its Identification With a 3D Telescoping Ball-Bar","year":2020,"lang":"en","type":"article","venue":"Journal of Manufacturing and Materials Processing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Meridian (astronomy); Ball (mathematics); Polynomial; Jacobian matrix and determinant; Equator; Inverse; Algorithm; Applied mathematics; Mathematical analysis; Geometry; Physics","score_opus":0.0274605037102453,"score_gpt":0.24277705271692743,"score_spread":0.21531654900668212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011494686","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":[0.8126963,0.0011264334,0.1859831,0.000029246772,0.000023265236,0.00008945402,0.0000048717243,0.00004392891,0.0000033853921],"genre_scores_gemma":[0.98076534,0.00024111503,0.018918386,0.00001596756,0.000033067696,0.0000030101864,0.000001651864,0.000020236512,0.0000012129923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992515,0.000017687045,0.00037144648,0.000120614495,0.000121225035,0.000117526826],"domain_scores_gemma":[0.9995639,0.000011314035,0.00023489684,0.00004708552,0.00007415957,0.000068683534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030053552,0.0001377024,0.0003105653,0.00017600582,0.00005038792,0.00007560019,0.000063850166,0.000055857392,0.0000025169822],"category_scores_gemma":[0.000032179927,0.000103952545,0.000010324685,0.000063107254,0.000029897568,0.00045324638,0.000016445556,0.00011078512,5.9800875e-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":[0.00020829446,0.000015262895,0.00013611402,0.0018211381,0.000044189783,0.000005423043,0.0004638932,0.0045095948,0.93719286,0.0000041853245,0.0000014227252,0.05559761],"study_design_scores_gemma":[0.0005053611,0.00023954938,0.0016715712,0.0004382925,0.0000809926,0.000053957738,0.000056020024,0.033316303,0.963389,0.000107737906,0.0000074892937,0.0001337493],"about_ca_topic_score_codex":0.0000014784007,"about_ca_topic_score_gemma":0.0000013391284,"teacher_disagreement_score":0.16806905,"about_ca_system_score_codex":0.000014922235,"about_ca_system_score_gemma":0.000016718439,"threshold_uncertainty_score":0.42390618},"labels":[],"label_agreement":null},{"id":"W3013091566","doi":"","title":"Evaluating Characterization Methods for Joint Surface Roughness","year":2019,"lang":"en","type":"article","venue":"53rd U.S. Rock Mechanics/Geomechanics Symposium","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Queen's University","funders":"","keywords":"Joint (building); Characterization (materials science); Computer science; Surface roughness; Materials science; Engineering; Composite material; Structural engineering; Nanotechnology","score_opus":0.0405011463712236,"score_gpt":0.31894035590136455,"score_spread":0.27843920953014095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013091566","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":[0.017965933,0.00031469486,0.97359395,0.00013245146,0.003730245,0.0022892156,0.000052719017,0.0016425787,0.00027818742],"genre_scores_gemma":[0.71132725,0.0006526653,0.28438035,0.0003756428,0.00039882452,0.0007049621,0.0005265305,0.0004903501,0.0011434249],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99688005,0.00017352046,0.0008156744,0.00077290507,0.00040246896,0.00095538737],"domain_scores_gemma":[0.9980966,0.0001968544,0.00027786675,0.0008194205,0.00042459706,0.00018468313],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022033579,0.0006135193,0.00079601037,0.00026254376,0.00021049556,0.000073843476,0.00047610112,0.00049725396,0.00012836192],"category_scores_gemma":[0.00016512255,0.000671935,0.0002704351,0.00049432495,0.0000032865064,0.00053330074,0.00016572297,0.00043611115,0.00009720981],"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":[0.000053363714,0.000041061576,0.0000045557226,0.000263014,0.00009098258,6.5646265e-7,0.000109263485,0.046770703,0.9329931,0.013937387,0.00005339458,0.00568253],"study_design_scores_gemma":[0.0006950575,0.00034409418,0.0000014269732,0.00006739587,0.000083174535,0.0000062493727,0.000031315445,0.5628502,0.41944474,0.008903569,0.007068101,0.00050469657],"about_ca_topic_score_codex":0.0000023157463,"about_ca_topic_score_gemma":0.0000019538547,"teacher_disagreement_score":0.69336134,"about_ca_system_score_codex":0.0003650822,"about_ca_system_score_gemma":0.000071392744,"threshold_uncertainty_score":0.9995732},"labels":[],"label_agreement":null},{"id":"W3041178285","doi":"10.3390/app10144704","title":"Interlaboratory Empirical Reproducibility Study Based on a GD&amp;T Benchmark","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"National Research Council Canada","keywords":"Benchmark (surveying); Computer science; Metrology; Engineering drawing; Engineering; Mathematics; Statistics","score_opus":0.09920775398610127,"score_gpt":0.327189454600386,"score_spread":0.22798170061428474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041178285","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":[0.9536976,0.000056676905,0.017129736,0.0006117807,0.00016538906,0.00056919246,0.0000025502015,0.00092854403,0.026838513],"genre_scores_gemma":[0.9931316,0.0000011986943,0.0055616824,0.0011490342,0.00007126489,0.0000705531,0.0000013496038,0.000008843302,0.0000044762464],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985684,0.00003394396,0.00018352359,0.0007026863,0.00029778373,0.00021366897],"domain_scores_gemma":[0.99934393,0.0000631441,0.000025567435,0.0004532677,0.00002429019,0.0000898023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253869,0.00013263186,0.00016875798,0.00006815252,0.00010242693,0.00002260762,0.00029118825,0.000041508458,0.000054644304],"category_scores_gemma":[0.0002126745,0.00011009924,0.000026503412,0.00062376115,0.00016448807,0.0000648471,0.000030829753,0.00018275896,0.000031359068],"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":[0.0005303798,0.0017375555,0.48688668,0.0001814278,0.00011438439,0.000023301513,0.009730832,0.062491044,0.34074914,0.0015984934,0.05412886,0.04182789],"study_design_scores_gemma":[0.0060850936,0.010179819,0.18527947,0.00010900438,0.00023978583,0.0000026529392,0.008514707,0.06468048,0.5029664,0.009162699,0.20818414,0.0045957193],"about_ca_topic_score_codex":8.008321e-7,"about_ca_topic_score_gemma":0.000008010479,"teacher_disagreement_score":0.3016072,"about_ca_system_score_codex":0.00003388043,"about_ca_system_score_gemma":0.0000345289,"threshold_uncertainty_score":0.44897166},"labels":[],"label_agreement":null},{"id":"W3093830561","doi":"10.3390/s20205919","title":"New Method and Portable Measurement Device for the Calibration of Industrial Robots","year":2020,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Canada Research Chairs","keywords":"Laser tracker; Robot; Calibration; Robot end effector; Geodetic datum; Computer vision; Artificial intelligence; Industrial robot; Robot calibration; Position (finance); Engineering; Computer science; Simulation; Laser; Robot kinematics; Mobile robot; Mathematics; Optics","score_opus":0.11367451516008917,"score_gpt":0.2937295085908522,"score_spread":0.180054993430763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093830561","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":[0.006177769,0.0005779912,0.99150807,0.0009129182,0.00010167894,0.00036609627,0.0000026194562,0.00012819142,0.00022463947],"genre_scores_gemma":[0.8808085,0.00007839392,0.11846399,0.00024581078,0.00030607957,0.000023706432,0.0000029352275,0.00002800317,0.00004260035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995974,0.000015835163,0.000120473196,0.00007425017,0.00010444138,0.00008763388],"domain_scores_gemma":[0.99978447,0.000049843617,0.00002802909,0.00006080575,0.000034960784,0.00004187162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002202737,0.00006380864,0.00010655953,0.000016181244,0.000022758168,0.0000046493597,0.000041276882,0.000052612555,0.000006613389],"category_scores_gemma":[0.000115481525,0.000048835856,0.00002294984,0.0000712886,0.000007786996,0.0000408329,0.000006532724,0.00006636982,1.5666576e-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":[0.00025301398,0.000014862483,0.002614429,0.00015923084,0.00036535162,0.0000013384735,0.0010761728,0.32283807,0.43979704,0.0014871398,0.032950543,0.19844282],"study_design_scores_gemma":[0.0011829428,0.00017932906,0.00025468378,0.000028853137,0.0001685536,0.0000011535091,0.0001483598,0.11703355,0.837754,0.0008140072,0.042239096,0.00019545222],"about_ca_topic_score_codex":0.000016357806,"about_ca_topic_score_gemma":0.000013832721,"teacher_disagreement_score":0.8746307,"about_ca_system_score_codex":0.000012192874,"about_ca_system_score_gemma":0.000015994436,"threshold_uncertainty_score":0.19914684},"labels":[],"label_agreement":null},{"id":"W3118498316","doi":"10.1109/icecie50279.2020.9309624","title":"A Coordinate Measuring Machine with Auto-Learning Capability","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Ontario Centres of Excellence","keywords":"Measure (data warehouse); Computer science; Support vector machine; Process (computing); Noise (video); Coordinate-measuring machine; Vibration; Artificial intelligence; Reduction (mathematics); Machine learning; Engineering; Data mining; Mechanical engineering; Image (mathematics); Mathematics","score_opus":0.01908710496553501,"score_gpt":0.1976608370706727,"score_spread":0.1785737321051377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118498316","genre_codex":"methods","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":[0.15876998,0.00029459046,0.78633547,0.00044478645,0.000046187506,0.00022217202,0.0000010291983,0.0048493044,0.049036454],"genre_scores_gemma":[0.9865084,0.0000125970655,0.013197609,0.0001159212,0.000028468336,0.000017596487,0.0000020848083,0.000026270285,0.00009101461],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994258,0.000018424567,0.000107915344,0.0001472925,0.00011026307,0.00019028307],"domain_scores_gemma":[0.99975926,0.000014757367,0.000013929687,0.00008968142,0.00003137205,0.000091024114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013332171,0.0001224246,0.00015600532,0.00002824638,0.000042791715,0.000008501743,0.00007799907,0.00004113494,0.000098398225],"category_scores_gemma":[0.000046589776,0.00009846468,0.000025844769,0.00013754767,0.00002577654,0.000097907265,0.000016895927,0.00025922677,0.000011820086],"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":[0.00028186376,0.0000683384,0.35424915,0.00054647715,0.00033377676,0.00006121753,0.0013821588,0.11811639,0.47589836,0.0017291225,0.0012679272,0.046065208],"study_design_scores_gemma":[0.0024137173,0.001121619,0.019658005,0.00007578067,0.00012123855,0.00002277428,0.00024318682,0.3543847,0.52575064,0.00057395006,0.09426257,0.0013718661],"about_ca_topic_score_codex":0.0000054601787,"about_ca_topic_score_gemma":0.000009549595,"teacher_disagreement_score":0.82773846,"about_ca_system_score_codex":0.00003564954,"about_ca_system_score_gemma":0.0000062052395,"threshold_uncertainty_score":0.40152732},"labels":[],"label_agreement":null},{"id":"W3122146259","doi":"10.1115/1.4049846","title":"Five-Axis Machine Tool Volumetric and Geometric Error Reduction by Indirect Geometric Calibration and Lookup Tables","year":2021,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Machine tool; Lookup table; Algorithm; Coordinate-measuring machine; Computer science; Polynomial; Standard deviation; Mathematics; Statistics; Engineering; Mathematical analysis","score_opus":0.009032949410610745,"score_gpt":0.20987326621501934,"score_spread":0.2008403168044086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122146259","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":[0.94283277,0.011867398,0.044820953,0.00004274582,0.00028271173,0.00005734092,0.0000031709685,0.0000664864,0.00002642237],"genre_scores_gemma":[0.9890894,0.0032266236,0.007543232,0.000010691908,0.00006639847,0.000002258094,0.0000014346803,0.000014890194,0.000045055163],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989375,0.000009203014,0.00027511796,0.00017991966,0.0003395716,0.00025870858],"domain_scores_gemma":[0.9995564,0.000057766927,0.000079710226,0.00008517604,0.000096723816,0.00012418501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007873106,0.00015007942,0.00023872177,0.0016863573,0.000117685195,0.00011428255,0.0000895372,0.00006688089,0.0000063603766],"category_scores_gemma":[0.00036707593,0.00014066542,0.000024307526,0.0013721789,0.0000674395,0.0009578745,0.000046127276,0.00025869615,1.2921394e-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":[0.000028987351,0.00005653781,0.005898445,0.00052312866,0.00014377668,0.00006125761,0.0003232276,0.052618336,0.6432606,0.0000195199,0.0011680605,0.2958981],"study_design_scores_gemma":[0.00049297605,0.00015065519,0.030089527,0.0000852608,0.000057387624,0.00064266677,0.00008337721,0.021327993,0.94407487,0.000056733938,0.00262411,0.0003144216],"about_ca_topic_score_codex":0.0000054021093,"about_ca_topic_score_gemma":7.2989536e-7,"teacher_disagreement_score":0.3008143,"about_ca_system_score_codex":0.000101341684,"about_ca_system_score_gemma":0.00002716338,"threshold_uncertainty_score":0.5736169},"labels":[],"label_agreement":null},{"id":"W3135189917","doi":"10.1088/0026-1394/58/1a/04002","title":"Final report on SIM.L.K1.2007.1 bilateral comparison (length) 2018-2019: calibration of gauge blocks by optical interferometry","year":2021,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"Mutual recognition; Calibration; Interferometry; Gauge (firearms); Mathematics; Computer science; Physics; Statistics; Optics; Geography","score_opus":0.026663277451046175,"score_gpt":0.27412237682567975,"score_spread":0.24745909937463356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135189917","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":[0.8430199,0.0015371062,0.14598349,0.00016331532,0.00094622007,0.00018923238,0.000036880672,0.0006036862,0.007520192],"genre_scores_gemma":[0.9889922,0.00006010888,0.00982206,0.00011155195,0.000094732066,0.000019554403,0.0001590302,0.000031910306,0.00070883357],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983974,0.00006210475,0.0005884819,0.00033140968,0.00026965636,0.00035092785],"domain_scores_gemma":[0.9991926,0.00011395413,0.00011283938,0.00040659314,0.000087610235,0.00008639514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040183487,0.00023936259,0.00049203396,0.00020985238,0.00003744852,0.000016509475,0.00016479913,0.00028563576,0.00030517913],"category_scores_gemma":[0.00029069345,0.00022329239,0.00011328154,0.0003049613,0.000084781175,0.00011610299,0.00005323473,0.00044194004,0.000010366857],"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":[0.00046080444,0.00082183914,0.10359733,0.00016327667,0.0004687785,0.00039515545,0.0000845689,0.0056673633,0.69265276,0.0009248746,0.18664609,0.008117141],"study_design_scores_gemma":[0.0008157942,0.0008794764,0.00489339,0.000042419342,0.000092112066,0.0000712434,0.000026402411,0.0076311533,0.96823055,0.00047489186,0.016451249,0.00039130912],"about_ca_topic_score_codex":0.0000059675576,"about_ca_topic_score_gemma":0.0000046654322,"teacher_disagreement_score":0.27557778,"about_ca_system_score_codex":0.00009431296,"about_ca_system_score_gemma":0.000021224481,"threshold_uncertainty_score":0.9105599},"labels":[],"label_agreement":null},{"id":"W3135803911","doi":"10.1093/jcde/qwab011","title":"Airfoil profile reconstruction from unorganized noisy point cloud data","year":2021,"lang":"en","type":"article","venue":"Journal of Computational Design and Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airfoil; Algorithm; Noise (video); Point cloud; Computer science; Mathematics; Computer vision; Engineering; Structural engineering","score_opus":0.02453848477246032,"score_gpt":0.22300566826383547,"score_spread":0.19846718349137515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135803911","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":[0.05269584,0.0012619322,0.9451578,0.000068634356,0.00062811933,0.000038636146,0.0000073703413,0.00008496742,0.000056654168],"genre_scores_gemma":[0.45148566,0.00017073103,0.54802805,0.000018936698,0.00024788323,9.805058e-7,0.000023742516,0.000016969976,0.0000070364817],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939567,0.000020560992,0.0002672808,0.000088449946,0.00013368807,0.00009433343],"domain_scores_gemma":[0.999528,0.00013190847,0.00005571955,0.00008922127,0.00013707211,0.000058104364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023564133,0.000093185314,0.0001733523,0.00008502064,0.000023491231,0.000022698667,0.00008882504,0.000049059596,0.00003132563],"category_scores_gemma":[0.00008450756,0.00009440207,0.000024877258,0.00007888419,0.000010331371,0.00028579967,0.000023904095,0.00017447463,0.0000015536497],"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":[0.00002993228,0.000016434418,0.00013199504,0.000037960093,0.00018833035,0.000046846497,0.00006273231,0.8758217,0.10566649,0.00027596767,0.0017730027,0.015948609],"study_design_scores_gemma":[0.0011836863,0.0000709502,0.0027427576,0.00019379382,0.000086134125,0.0007531494,0.00004816019,0.9371022,0.04670895,0.008633551,0.0022016515,0.00027503667],"about_ca_topic_score_codex":4.224854e-7,"about_ca_topic_score_gemma":1.7670301e-7,"teacher_disagreement_score":0.39878985,"about_ca_system_score_codex":0.00003908584,"about_ca_system_score_gemma":0.000039185627,"threshold_uncertainty_score":0.38496047},"labels":[],"label_agreement":null},{"id":"W3139034340","doi":"10.1117/1.oe.60.5.051213","title":"Methods to achieve fast, accurate, and mechanically robust optical breadboard alignment","year":2021,"lang":"en","type":"article","venue":"Optical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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 National d'Optique","funders":"","keywords":"Breadboard; Computer science; Robustness (evolution); Lens (geology); Optical engineering; Optics; Acoustics; Electronic engineering; Engineering; Physics","score_opus":0.01993550680776259,"score_gpt":0.2761122155489539,"score_spread":0.2561767087411913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139034340","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":[0.008504869,0.00042142943,0.9859161,0.00031535365,0.00028650212,0.00015556732,0.0000028514653,0.000692657,0.0037046846],"genre_scores_gemma":[0.11913563,0.000078793426,0.88033545,0.0001289385,0.00010010812,0.000067509834,0.000004921059,0.00006157812,0.000087046596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870884,0.000017463244,0.00028137525,0.00032709228,0.00017979823,0.000485433],"domain_scores_gemma":[0.99915016,0.00016450157,0.0000101465985,0.00026142385,0.00005863088,0.0003551365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033061014,0.00026026406,0.00034531418,0.00008617071,0.00003340819,0.00004441982,0.00012264733,0.0001688573,0.000034727513],"category_scores_gemma":[0.0002698357,0.00027027566,0.00006401278,0.00023129075,0.000020684216,0.00011541254,0.00013316215,0.00032197346,0.000012919232],"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":[0.000017923187,0.000033136126,0.000008503902,0.00007006375,0.000102452774,0.00006334077,0.000039487117,0.1445701,0.7934651,0.023441913,0.00013714244,0.038050897],"study_design_scores_gemma":[0.00053123053,0.00023662465,0.00038679712,0.00011238504,0.00010657691,0.000117464275,0.00005167749,0.12298775,0.860502,0.0006169177,0.013562484,0.0007880592],"about_ca_topic_score_codex":3.9309157e-7,"about_ca_topic_score_gemma":0.0000012258989,"teacher_disagreement_score":0.110630766,"about_ca_system_score_codex":0.00009117008,"about_ca_system_score_gemma":0.000014206174,"threshold_uncertainty_score":0.99997497},"labels":[],"label_agreement":null},{"id":"W3147061657","doi":"","title":"Real-time measurement of the fast axis angle of a quarter-wave plate based on simultaneous phase shifting technique","year":2008,"lang":"en","type":"article","venue":"中国光学快报：英文版","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Waveplate; Phase (matter); Optics; Quarter (Canadian coin); Acoustics; Physics; Geography","score_opus":0.024336093499893137,"score_gpt":0.2347982909156088,"score_spread":0.21046219741571567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147061657","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":[0.7990522,0.00015049563,0.17912571,0.000083021034,0.00022754242,0.0017042547,0.00006689614,0.0011011296,0.018488739],"genre_scores_gemma":[0.98925555,0.000025990086,0.0104930755,0.00002468,0.00003506312,0.00007106265,0.0000050168974,0.00004537518,0.000044215813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984886,0.000066120585,0.00043536624,0.0002158675,0.00048846775,0.00030556272],"domain_scores_gemma":[0.99899197,0.0001162634,0.00015563742,0.00051746506,0.00015957566,0.000059065438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045717933,0.00024058191,0.00036668472,0.00015681305,0.00008450845,0.0000033874198,0.00020675111,0.00014305048,0.00004222658],"category_scores_gemma":[0.00015852877,0.00019678003,0.00014786475,0.00027255437,0.000115789044,0.000057151286,0.000023584222,0.00022570217,0.000004362941],"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":[0.00011745276,0.00023488136,0.00018018848,0.00008635204,0.000046055735,0.000028895203,0.0005006902,0.00946345,0.98654574,0.000022259113,0.00033679086,0.0024372647],"study_design_scores_gemma":[0.0011034367,0.00069800555,0.00014997227,0.0002370004,0.000039976767,0.000016864169,0.000058093054,0.031006187,0.96579957,0.00008333179,0.0005642969,0.0002432917],"about_ca_topic_score_codex":0.000041872037,"about_ca_topic_score_gemma":0.000021801228,"teacher_disagreement_score":0.19020331,"about_ca_system_score_codex":0.00015254504,"about_ca_system_score_gemma":0.000047054695,"threshold_uncertainty_score":0.8024457},"labels":[],"label_agreement":null},{"id":"W3153519252","doi":"10.1016/j.ijmachtools.2021.103737","title":"A reconfigurable mechanism model for error identification in the double ball bar tests of machine tools","year":2021,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Machine tool; Kinematics; Mechanism (biology); Position (finance); Ball (mathematics); Linear motion; Control theory (sociology); Four-bar linkage; Kinematic chain; Displacement (psychology); Computer science; Engineering; Algorithm; Motion (physics); Mathematics; Geometry; Mechanical engineering; Artificial intelligence; Physics; Classical mechanics","score_opus":0.038934383004835836,"score_gpt":0.2957228458210866,"score_spread":0.2567884628162508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153519252","genre_codex":"methods","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":[0.42746595,0.0034671274,0.5611905,0.0039265803,0.00091341307,0.00054660434,0.00035785337,0.000052130432,0.0020798675],"genre_scores_gemma":[0.99276876,0.0005504957,0.0061378474,0.00021300346,0.00007235313,0.000015932,0.000051985055,0.000013061474,0.00017657637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913716,0.000020953656,0.00040877558,0.00009470465,0.00023282388,0.00010558267],"domain_scores_gemma":[0.99937195,0.00009704553,0.0001692915,0.0001011218,0.00023246107,0.000028132315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004955691,0.00011327712,0.00019685815,0.000111023204,0.000023148157,0.000054127304,0.000250842,0.00007113823,0.00003878141],"category_scores_gemma":[0.000092465765,0.00008213416,0.00008741211,0.00003866093,0.000013581198,0.00032419717,0.0000144823725,0.00023264762,3.562036e-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":[0.00088530866,0.00034216835,0.0006431158,0.0002083086,0.00060432823,0.00009479287,0.0014252384,0.10422364,0.749199,0.024095196,0.0025828378,0.11569607],"study_design_scores_gemma":[0.0063125603,0.00027624043,0.014855331,0.00028835732,0.00019108692,0.0006006485,0.0002467786,0.14982586,0.68795973,0.12301315,0.01593483,0.0004954402],"about_ca_topic_score_codex":0.0000046697655,"about_ca_topic_score_gemma":0.000070997616,"teacher_disagreement_score":0.5653028,"about_ca_system_score_codex":0.000040161285,"about_ca_system_score_gemma":0.00002681644,"threshold_uncertainty_score":0.3349334},"labels":[],"label_agreement":null},{"id":"W3166855662","doi":"10.1016/j.cirp.2021.04.042","title":"CNC table based compensation of inter-axis and linear axis scale gain errors for a five-axis machine tool from symbolic variational kinematics","year":2021,"lang":"en","type":"article","venue":"CIRP Annals","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Kinematics; Lookup table; Machine tool; Compensation (psychology); Inverse kinematics; Table (database); Computer science; Control theory (sociology); Algorithm; Engineering; Mechanical engineering; Physics; Artificial intelligence","score_opus":0.03419084009380294,"score_gpt":0.28019818104500943,"score_spread":0.2460073409512065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166855662","genre_codex":"methods","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":[0.22517824,0.00062218885,0.7727273,0.00027534063,0.000119443335,0.00029016047,0.00036857766,0.00013416432,0.00028460176],"genre_scores_gemma":[0.8840157,0.00006405609,0.11497625,0.00022681951,0.00007567492,0.00006789734,0.00041720187,0.00002771904,0.0001287118],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918276,0.000035654244,0.00031800914,0.00017475133,0.00012109724,0.00016771068],"domain_scores_gemma":[0.9992753,0.00018315151,0.00007809407,0.00019254642,0.00022595402,0.000044918717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027502523,0.00013697146,0.00030153443,0.0000935992,0.000044662953,0.000011519297,0.00007382758,0.00009727306,0.00012748767],"category_scores_gemma":[0.0002553249,0.00014649078,0.00006544965,0.00013810657,0.000034345907,0.00010427293,0.000021490268,0.00009270343,0.0000018454155],"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":[0.00033442033,0.0006447466,0.02313897,0.0017129567,0.0007666003,0.000012597209,0.0022675155,0.07012809,0.863219,0.0027608045,0.011283909,0.023730341],"study_design_scores_gemma":[0.0013185242,0.00016044013,0.008075896,0.00021312108,0.000090348585,0.0000024456301,0.00008469284,0.61874247,0.35905433,0.0071516084,0.004764093,0.0003420339],"about_ca_topic_score_codex":0.000021656513,"about_ca_topic_score_gemma":0.000036858917,"teacher_disagreement_score":0.65883744,"about_ca_system_score_codex":0.000022130242,"about_ca_system_score_gemma":0.00002872944,"threshold_uncertainty_score":0.59737206},"labels":[],"label_agreement":null},{"id":"W3181103030","doi":"10.1007/s00170-021-07632-z","title":"Position prediction and error compensation for a large thin-walled box-shaped workpiece in a fixture","year":2021,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China; Chongqing Postdoctoral Science Foundation; Natural Science Foundation of Jilin Province","keywords":"Fixture; Compensation (psychology); Position (finance); Engineering; Position error; Mechanical engineering; Engineering drawing; Industrial and production engineering; Computer science; Structural engineering; Mathematics; Geometry; Orientation (vector space)","score_opus":0.010370266768683226,"score_gpt":0.2535390420327973,"score_spread":0.2431687752641141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181103030","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":[0.8217939,0.0008887738,0.17259067,0.0037260698,0.00057517434,0.00019058304,0.0000116788115,0.00016014524,0.00006298461],"genre_scores_gemma":[0.9747929,0.0005422845,0.024359122,0.00013312911,0.00009385931,0.000026414773,0.000012253298,0.000015995296,0.000024026402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922884,0.000016642443,0.000323671,0.0001106591,0.00016298999,0.00015721435],"domain_scores_gemma":[0.99946094,0.000082659535,0.00014621453,0.00010520403,0.00018513741,0.000019870877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026778382,0.000111593145,0.000178904,0.00031189425,0.00004496422,0.00001695368,0.00022695285,0.00012756302,0.000008916785],"category_scores_gemma":[0.0001272128,0.000093510105,0.000049661146,0.00008315446,0.000029479717,0.00021245357,0.00005153421,0.00035469033,3.93511e-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":[0.0011361779,0.00021558514,0.0018395963,0.0000899005,0.00057555974,0.00018433783,0.00075763674,0.041609347,0.87222683,0.010829226,0.00055415044,0.06998168],"study_design_scores_gemma":[0.003565071,0.00019503706,0.0052691787,0.0002705169,0.000051737396,0.0005795128,0.0005915437,0.007077165,0.88805366,0.085138984,0.009015545,0.00019205634],"about_ca_topic_score_codex":3.775488e-7,"about_ca_topic_score_gemma":0.000031127965,"teacher_disagreement_score":0.152999,"about_ca_system_score_codex":0.00015410161,"about_ca_system_score_gemma":0.000018897179,"threshold_uncertainty_score":0.38132313},"labels":[],"label_agreement":null},{"id":"W3200718169","doi":"10.32393/csme.2021.50","title":"Development Of A Bi-Criterion Objective Function For Analytical Inverse Kinematic Methods","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Advanced Measurement and Metrology Techniques","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":"Kinematics; Computer science; Inverse; Function (biology); Applied mathematics; Mathematical optimization; Mathematics; Physics; Geometry; Classical mechanics","score_opus":0.024145898099757233,"score_gpt":0.2960258109802667,"score_spread":0.27187991288050944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200718169","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":[0.020207083,0.00092226587,0.9773592,0.00009505968,0.00054684654,0.00048781026,0.00001303198,0.00026108534,0.0001076262],"genre_scores_gemma":[0.34149045,0.000010914667,0.65801233,0.000035307803,0.00003788859,0.0003147761,0.000024741381,0.00004416608,0.00002940227],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987428,0.000020507936,0.00040546752,0.00023028722,0.00012419774,0.00047674833],"domain_scores_gemma":[0.99936575,0.000054031836,0.000029887404,0.00018122357,0.000114499155,0.00025463966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005643614,0.00018244094,0.00034197586,0.00035522244,0.00002707712,0.000011664712,0.0001092722,0.00018524252,0.000042750304],"category_scores_gemma":[0.00028766965,0.00021092864,0.00007568887,0.0004279355,0.000021343662,0.000082788065,0.000021896984,0.00020734938,0.0000020811876],"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":[0.00025302876,0.00044205014,0.0056812493,0.0058780634,0.0014073753,0.00019298262,0.0017494966,0.03602669,0.15912062,0.044309,0.0018419074,0.74309754],"study_design_scores_gemma":[0.00064321066,0.00009086732,0.0013971439,0.00021799789,0.00007208052,0.0000090507465,0.00006599086,0.89244664,0.06159295,0.0007901915,0.042235557,0.0004383493],"about_ca_topic_score_codex":0.000095788615,"about_ca_topic_score_gemma":0.0109054465,"teacher_disagreement_score":0.8564199,"about_ca_system_score_codex":0.00047798463,"about_ca_system_score_gemma":0.00022607479,"threshold_uncertainty_score":0.860142},"labels":[],"label_agreement":null},{"id":"W3210436978","doi":"10.1016/j.cirpj.2021.10.001","title":"Modelling and indirect measurement of machine tool equivalent joint compliances","year":2021,"lang":"en","type":"article","venue":"CIRP journal of manufacturing science and technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; VINNOVA","keywords":"Kinematics; Jacobian matrix and determinant; Stiffness; Position (finance); Displacement (psychology); Angular displacement; Machine tool; Orientation (vector space); Mathematics; Joint (building); Simulation; Structural engineering; Control theory (sociology); Computer science; Engineering; Geometry; Physics; Mechanical engineering; Applied mathematics; Classical mechanics; Artificial intelligence","score_opus":0.0446339888279951,"score_gpt":0.2426247892294795,"score_spread":0.1979908004014844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210436978","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":[0.942662,0.007312506,0.04926131,0.00027034208,0.00015186603,0.000054054468,8.8306734e-7,0.00006257395,0.00022447376],"genre_scores_gemma":[0.9861977,0.0017879539,0.011974798,0.00001314655,0.00001498352,0.0000015685604,7.9907586e-8,0.0000064677247,0.000003281201],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989423,0.000009552165,0.00031944443,0.00013902222,0.00038026116,0.00020942211],"domain_scores_gemma":[0.99934226,0.000013504212,0.00013534735,0.0001308599,0.00033051654,0.00004753136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010003713,0.000104675986,0.00028457865,0.00047372087,0.00008651519,0.000016725353,0.00016611969,0.00006655545,0.000003826209],"category_scores_gemma":[0.000099707024,0.00009019661,0.000025695703,0.00021956654,0.0003884679,0.00019589251,0.00007370857,0.0002439415,1.5783479e-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":[0.000021893098,0.00006528246,0.0037310687,0.0002886071,0.00012512486,0.00008145129,0.00017096999,0.01805004,0.8108224,0.0008373628,0.00006569598,0.16574006],"study_design_scores_gemma":[0.00023520715,0.000098841505,0.00088066515,0.00013674906,0.00002276046,0.00021271105,0.000074683034,0.0018780779,0.99062556,0.0050929007,0.0006496134,0.00009225794],"about_ca_topic_score_codex":8.0476616e-7,"about_ca_topic_score_gemma":0.0000015183177,"teacher_disagreement_score":0.17980309,"about_ca_system_score_codex":0.00006953756,"about_ca_system_score_gemma":0.00006475305,"threshold_uncertainty_score":0.3678111},"labels":[],"label_agreement":null},{"id":"W3214347160","doi":"10.1016/j.ifacol.2021.08.023","title":"Reducing Noises in Digital Surface Inspection Using a Data Clustering Approach","year":2021,"lang":"en","type":"article","venue":"IFAC-PapersOnLine","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Cluster analysis; Computer science; Noise (video); Metrology; Noise reduction; Process (computing); Point cloud; Data mining; Point (geometry); Task (project management); Artificial intelligence; Engineering; Systems engineering; Mathematics; Image (mathematics)","score_opus":0.0668007001044541,"score_gpt":0.28539903441028447,"score_spread":0.21859833430583037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214347160","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":[0.8096863,0.0013150201,0.18446521,0.00004126003,0.00027497587,0.0001470381,0.00005115302,0.0007824016,0.003236648],"genre_scores_gemma":[0.5561794,0.000106531326,0.4433117,0.000017763632,0.000115211624,0.0000024850924,0.00018226968,0.000033022,0.000051623792],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896544,0.00001408473,0.00023715112,0.0003544759,0.00014121925,0.00028763077],"domain_scores_gemma":[0.99942136,0.000024183042,0.00003141515,0.0004341108,0.00003955469,0.000049372426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015680301,0.0001749765,0.00022586405,0.00008645649,0.000059906142,0.00004654228,0.00017913136,0.000099938756,0.000009104213],"category_scores_gemma":[0.000102611506,0.00019353673,0.000032674325,0.000339977,0.000030083082,0.0006372096,0.00013607247,0.00025655987,0.0000025297604],"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":[0.000033110875,0.00017540748,0.007263944,0.00019268012,0.00007724837,0.00007940088,0.0004860257,0.33277285,0.6426347,0.000017427054,0.00001506921,0.016252114],"study_design_scores_gemma":[0.0005996619,0.000022897524,0.00073408644,0.00013925401,0.000029568992,0.00009391127,0.0006396334,0.97391903,0.022923658,0.00003335367,0.0004653885,0.00039954082],"about_ca_topic_score_codex":0.000026006857,"about_ca_topic_score_gemma":0.00009222117,"teacher_disagreement_score":0.6411462,"about_ca_system_score_codex":0.00015340235,"about_ca_system_score_gemma":0.0000321718,"threshold_uncertainty_score":0.78921986},"labels":[],"label_agreement":null},{"id":"W345014192","doi":"10.1007/0-387-28271-8","title":"Techniques of Variational Analysis","year":2005,"lang":"en","type":"book","venue":"CMS books in mathematics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":555,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Mathematics","score_opus":0.01599383258708468,"score_gpt":0.24533827920050766,"score_spread":0.229344446613423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W345014192","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013593592,0.0004983607,0.22323814,0.0000044654817,0.00004068365,0.00025276758,0.000031712978,0.00039059637,0.7755297],"genre_scores_gemma":[0.0011800507,0.0004671653,0.65715456,0.000027592852,0.00023387832,0.0001262173,0.00014982249,0.00013628077,0.3405244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988564,0.000008538781,0.0005877299,0.00013997783,0.00024494805,0.00016239838],"domain_scores_gemma":[0.9993046,0.00007743757,0.00017265193,0.0003521457,0.000066565335,0.000026633968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003303697,0.00024124501,0.0006641393,0.0007642839,0.000010513949,0.000005207781,0.00021607608,0.00037056627,0.00010607999],"category_scores_gemma":[0.000033583707,0.00025101707,0.00018211096,0.00014575648,0.000057969602,0.00004569751,0.000028715203,0.0003180768,0.0000052999762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028377151,0.00063922815,0.0007410124,0.0068830587,0.008382384,0.000044453216,0.0030729237,0.018234355,0.008519544,0.8292325,0.082830556,0.04139159],"study_design_scores_gemma":[0.0003582926,0.000095079515,0.00010955051,0.001033044,0.0024890015,0.000006278884,0.000023609238,0.017831452,0.020692881,0.750928,0.20514175,0.0012910722],"about_ca_topic_score_codex":2.555511e-7,"about_ca_topic_score_gemma":0.0000099281215,"teacher_disagreement_score":0.43500525,"about_ca_system_score_codex":0.0002334363,"about_ca_system_score_gemma":0.000051158266,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W35714046","doi":"10.1111/gcb.16304","title":"Signal processing: key element in designing an accurate machining forces measuring device","year":2009,"lang":"en","type":"article","venue":"International Conference on Signal Processing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"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":"National Natural Science Foundation of China","keywords":"Machining; Key (lock); SIGNAL (programming language); Computer science; Signal processing; Process (computing); Mechanical engineering; Engineering drawing; Engineering; Control engineering; Computer hardware; Digital signal processing","score_opus":0.09688666087113913,"score_gpt":0.3325832467574097,"score_spread":0.23569658588627057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35714046","genre_codex":"methods","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":[0.15931965,0.00060483697,0.79755044,0.00032214282,0.00012348116,0.00037878437,0.000004478091,0.00101284,0.040683374],"genre_scores_gemma":[0.9860991,0.000029862254,0.013283745,0.00028745597,0.00015882988,0.000047625108,0.000021028984,0.000035738856,0.00003656063],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997941,0.000056302462,0.0005229848,0.00042040343,0.0005920208,0.00046724797],"domain_scores_gemma":[0.99930495,0.000031048232,0.00016290857,0.00010218164,0.00028615943,0.000112766946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063752575,0.00033543337,0.00027650723,0.00043377272,0.00015499667,0.000266463,0.00047409264,0.00012065253,0.00010303198],"category_scores_gemma":[0.000023605526,0.00034097192,0.000046263358,0.00023346173,0.00004039312,0.0012752446,0.000024566727,0.0005073859,0.000006698948],"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":[0.00017494617,0.00012092435,0.00169603,0.00006837106,0.000025945441,0.000035816003,0.0011344508,0.03305388,0.23650691,0.0017035283,0.0000143314255,0.7254649],"study_design_scores_gemma":[0.0009661109,0.00038927788,0.001606682,0.001388104,0.000023761297,0.000017274127,0.00064366095,0.8444834,0.13932092,0.00995322,0.00045270036,0.0007549233],"about_ca_topic_score_codex":0.0000046914683,"about_ca_topic_score_gemma":0.000020789583,"teacher_disagreement_score":0.8267795,"about_ca_system_score_codex":0.00024283511,"about_ca_system_score_gemma":0.000112938505,"threshold_uncertainty_score":0.9999042},"labels":[],"label_agreement":null},{"id":"W4200125790","doi":"10.3390/machines10010025","title":"Data Analytics for Noise Reduction in Optical Metrology of Reflective Planar Surfaces","year":2021,"lang":"en","type":"article","venue":"Machines","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Ontario Tech University","funders":"","keywords":"Metrology; Noise (video); Planar; Noise reduction; Computer science; Rendering (computer graphics); Analytics; Optics; Computer vision; Data mining; Computer graphics (images); Physics","score_opus":0.06389253997757027,"score_gpt":0.3314121783850965,"score_spread":0.26751963840752624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200125790","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":[0.76462436,0.002224386,0.22842915,0.0004106773,0.0005117398,0.00028320134,0.00017621374,0.0002499826,0.0030902836],"genre_scores_gemma":[0.93507653,0.0001234409,0.06456063,0.00001075775,0.000046368896,0.000011212855,0.0001189709,0.000012559624,0.000039538772],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999498,0.000019255947,0.00016113871,0.0001474142,0.000052890966,0.000121283214],"domain_scores_gemma":[0.99961925,0.000061911225,0.000022029566,0.00023019405,0.000049630642,0.000017007744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020288037,0.00007407515,0.00019001172,0.000098111654,0.0000123285145,0.0000026320079,0.000108700784,0.000067690664,0.0000058292676],"category_scores_gemma":[0.0001750304,0.00007175372,0.000021394722,0.00016656193,0.000029880124,0.00007797163,0.000023900231,0.00008998725,3.5919555e-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":[0.0002204849,0.00014216792,0.022238512,0.00020480505,0.00022666997,0.000014315841,0.00014489224,0.03431326,0.92437327,0.0034144272,0.0021364891,0.012570707],"study_design_scores_gemma":[0.0019617013,0.00038216007,0.028509587,0.00006161404,0.00026062547,0.000044750435,0.00024039224,0.24821703,0.68338716,0.025830105,0.010565495,0.0005393851],"about_ca_topic_score_codex":0.0000066697353,"about_ca_topic_score_gemma":0.00016442005,"teacher_disagreement_score":0.24098611,"about_ca_system_score_codex":0.000025376548,"about_ca_system_score_gemma":0.00001254809,"threshold_uncertainty_score":0.2926032},"labels":[],"label_agreement":null},{"id":"W4205263895","doi":"10.1016/j.cirpj.2021.12.009","title":"Deep learning LSTM for predicting thermally induced geometric errors using rotary axes’ powers as input parameters","year":2022,"lang":"en","type":"article","venue":"CIRP journal of manufacturing science and technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Artificial intelligence; Control theory (sociology); Computer science; Deep learning; Computer vision; Engineering","score_opus":0.018881995999506223,"score_gpt":0.25041430971665146,"score_spread":0.23153231371714525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205263895","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":[0.9778857,0.00067948573,0.020423006,0.000115040864,0.00038157296,0.00018705303,5.6239674e-7,0.00020984482,0.00011773664],"genre_scores_gemma":[0.9882636,0.00006927798,0.011544303,0.00005121573,0.000028474413,0.000015388287,3.2728846e-7,0.000023088609,0.000004318162],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985339,0.00002227461,0.0003485713,0.00021655773,0.00041083942,0.00046786838],"domain_scores_gemma":[0.99929136,0.00008780682,0.00025852918,0.00014375658,0.00013446344,0.00008406199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016419507,0.00016038661,0.00027036172,0.0023619188,0.00062573433,0.000031077245,0.00052702695,0.00011044274,0.000008261921],"category_scores_gemma":[0.00053457153,0.0001580736,0.00005623534,0.00091693463,0.00025491713,0.00038386055,0.00016218406,0.0009375926,2.3606448e-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":[0.00009829589,0.00005525816,0.013987417,0.00007661344,0.00017051786,0.00009638658,0.0006107122,0.19645444,0.51435506,0.00014907913,0.000022249109,0.273924],"study_design_scores_gemma":[0.0010388086,0.0016711307,0.0026660347,0.00006096014,0.0000950773,0.0011640241,0.0032409665,0.01440771,0.96965784,0.004091411,0.001465485,0.0004405563],"about_ca_topic_score_codex":0.000003534729,"about_ca_topic_score_gemma":6.782257e-7,"teacher_disagreement_score":0.45530277,"about_ca_system_score_codex":0.00027797965,"about_ca_system_score_gemma":0.00008838074,"threshold_uncertainty_score":0.6446054},"labels":[],"label_agreement":null},{"id":"W42099645","doi":"10.1007/978-1-4020-4941-5_40","title":"Robust three-dimensional non-contacting angular motion sensor","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Motion (physics); Motion sensors; Computer vision; Computer science","score_opus":0.025205930476814655,"score_gpt":0.20359339664905832,"score_spread":0.17838746617224366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W42099645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020761996,0.00042987912,0.31466603,0.000013462272,0.00034102882,0.00026901474,0.00000892813,0.0011015168,0.68296254],"genre_scores_gemma":[0.045866247,0.00008834931,0.13583319,0.00021831975,0.0016497365,0.000053523618,0.0004944753,0.00056245615,0.8152337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895823,0.0000029057455,0.000284196,0.000271095,0.0002252404,0.00025834132],"domain_scores_gemma":[0.9995303,0.000024947574,0.000069102265,0.0002465113,0.000077958466,0.000051186656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012153634,0.0003647631,0.00034861278,0.0001882906,0.00005569861,0.000010836112,0.00008505337,0.00046410403,0.00037336076],"category_scores_gemma":[0.0000057966063,0.00036333455,0.00013970608,0.000018565968,0.000028372784,0.0000942657,0.000024450736,0.00043512048,0.00007366813],"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":[0.00014811422,0.00014255219,0.0016524217,0.0010701227,0.0019288567,0.0007103064,0.000053222087,0.45337057,0.13198233,0.05542965,0.23787664,0.11563521],"study_design_scores_gemma":[0.0036468832,0.00054249156,0.001787197,0.0017598607,0.0012442915,0.00022952161,0.000014884657,0.12811792,0.106799394,0.048761904,0.69934624,0.0077493964],"about_ca_topic_score_codex":0.000014665089,"about_ca_topic_score_gemma":0.000081699705,"teacher_disagreement_score":0.46146962,"about_ca_system_score_codex":0.00013914231,"about_ca_system_score_gemma":0.000009821775,"threshold_uncertainty_score":0.99988186},"labels":[],"label_agreement":null},{"id":"W4211015573","doi":"10.1201/9781003188339-6","title":"Thoughts on instrumentation/monitoring and numerical model calibration","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Instrumentation (computer programming); Calibration; Computer science; Systems engineering; Environmental science; Engineering; Mathematics; Statistics; Programming language","score_opus":0.0321900039267674,"score_gpt":0.25298828954723546,"score_spread":0.22079828562046805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211015573","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002573798,0.0006607803,0.4783231,0.00003192836,0.00037282315,0.00017266134,0.000005237828,0.0006856155,0.5194905],"genre_scores_gemma":[0.26013824,0.00492474,0.15187673,0.00021861216,0.0019362465,0.00010031125,0.0001770532,0.00032095917,0.5803071],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946225,0.0000031273314,0.00014262329,0.00016788805,0.0001263219,0.00009776756],"domain_scores_gemma":[0.9997865,0.000014341998,0.000023429893,0.000114121554,0.000019019366,0.000042577907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000030004438,0.0001813958,0.00017246814,0.00007638719,0.000029875348,0.000014293154,0.000035076737,0.00019338274,0.0000266393],"category_scores_gemma":[0.0000034609816,0.0001790026,0.00003327629,0.000012197742,0.000014539874,0.000097397424,0.000014693776,0.00021444097,0.0000030587005],"study_design_candidate":"theoretical_or_conceptual","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":[0.000071957176,0.000048225036,0.0003052094,0.0003964934,0.000557221,0.000060571925,0.00034190895,0.0814554,0.03633283,0.6699143,0.0053550177,0.20516089],"study_design_scores_gemma":[0.0013688877,0.00037993625,0.00011804152,0.00096840697,0.000303863,0.000028623275,0.000054723918,0.29595646,0.4858123,0.13912955,0.073216766,0.002662416],"about_ca_topic_score_codex":2.6285863e-7,"about_ca_topic_score_gemma":6.3602346e-7,"teacher_disagreement_score":0.5307847,"about_ca_system_score_codex":0.00006369485,"about_ca_system_score_gemma":0.000010309653,"threshold_uncertainty_score":0.72995144},"labels":[],"label_agreement":null},{"id":"W4214566331","doi":"10.1088/1361-6439/ac58df","title":"A position sensing method for 2D scanning mirrors","year":2022,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Position (finance); Optics; Lidar; Vibration; Rotation (mathematics); Orientation (vector space); Detector; Measure (data warehouse); Physics; Acoustics; Computer science; Geometry; Mathematics","score_opus":0.013772014313554718,"score_gpt":0.25028760018937185,"score_spread":0.23651558587581714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214566331","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":[0.14942436,0.002217416,0.8476307,0.00004796019,0.00047423248,0.000113081485,0.000009284667,0.00007036878,0.0000125851175],"genre_scores_gemma":[0.55997115,0.00018190232,0.43964058,0.00006476564,0.00006597735,0.000006309875,0.0000032924725,0.000049343977,0.000016711856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993036,0.00001599778,0.00028715815,0.000087086126,0.0000935345,0.00021264795],"domain_scores_gemma":[0.99968094,0.000038121747,0.000094950934,0.00006280503,0.00006679833,0.00005641641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006058672,0.00012790765,0.00023132037,0.00028786334,0.0001140254,0.000015462641,0.00008325642,0.000037981616,0.000004822029],"category_scores_gemma":[0.000014576638,0.00014217336,0.00009432099,0.000116119154,0.0000043226205,0.00009269601,0.000035981222,0.00027382738,7.683572e-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":[0.000022379043,0.000006217852,0.0000022132488,0.000050201084,0.000054221215,0.000013650004,0.00014099968,0.009901558,0.9774508,0.00013323472,0.00026992444,0.011954629],"study_design_scores_gemma":[0.0013542349,0.00054126076,0.000013894563,0.0001189453,0.00016427087,0.0034566792,0.0004425734,0.16751917,0.7847419,0.00192721,0.039302383,0.000417484],"about_ca_topic_score_codex":7.8521333e-7,"about_ca_topic_score_gemma":3.5030996e-7,"teacher_disagreement_score":0.41054675,"about_ca_system_score_codex":0.00013247163,"about_ca_system_score_gemma":0.000012124143,"threshold_uncertainty_score":0.57976615},"labels":[],"label_agreement":null},{"id":"W4220888534","doi":"10.1007/s00170-022-09074-7","title":"Correlation assessment and modeling of intra-axis errors of prismatic axes for CNC machine tools","year":2022,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure","funders":"","keywords":"Machine tool; Numerical control; Repeatability; Parametric statistics; Algorithm; Context (archaeology); Computer science; Parametric model; Engineering; Mathematics; Machining; Mechanical engineering; Statistics","score_opus":0.021035064399322963,"score_gpt":0.2831980256639611,"score_spread":0.2621629612646381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220888534","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":[0.59089464,0.00039418583,0.40776727,0.0004124333,0.0002878653,0.0001433624,0.000011458674,0.00004242026,0.000046365436],"genre_scores_gemma":[0.9430755,0.00020370429,0.056632575,0.000016301694,0.000019320914,0.000027392109,0.0000038728795,0.000014405613,0.0000069655603],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906516,0.000016820846,0.0004915913,0.00007385786,0.0002479111,0.00010467026],"domain_scores_gemma":[0.9992507,0.000121490746,0.00036565433,0.0001169998,0.0001312625,0.000013888754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004313614,0.00009759325,0.00023562739,0.00039094282,0.00004815509,0.0000041500034,0.00040540655,0.000045682486,0.000011005292],"category_scores_gemma":[0.00006945231,0.000080500926,0.00006224029,0.000059418708,0.00005879484,0.00014627613,0.00010532023,0.00032063533,3.443948e-8],"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":[0.00013646054,0.000033606382,0.0002724862,0.00003718042,0.00018909464,0.0000022756817,0.00011449317,0.8847687,0.07363147,0.002335064,0.000017062526,0.038462095],"study_design_scores_gemma":[0.0016451643,0.0006961759,0.000520291,0.000113051516,0.000097715696,0.00017708585,0.00079050864,0.24122582,0.63229525,0.12121675,0.0010366623,0.00018549633],"about_ca_topic_score_codex":0.0000013066499,"about_ca_topic_score_gemma":0.0000028455343,"teacher_disagreement_score":0.6435429,"about_ca_system_score_codex":0.00013503143,"about_ca_system_score_gemma":0.000019948015,"threshold_uncertainty_score":0.32827324},"labels":[],"label_agreement":null},{"id":"W4229687409","doi":"10.22215/etd/2007-07857","title":"Linear dynamic space mapping approach for large-signal statistical modeling of microwave devices","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Carleton University","funders":"","keywords":"Computer science; Space (punctuation); Operating system","score_opus":0.025437548216793737,"score_gpt":0.3012688431867618,"score_spread":0.27583129496996805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229687409","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":[0.0028324395,0.0008912072,0.98358047,0.0000015405964,0.00013395507,0.00050953386,0.000058326234,0.000314332,0.011678185],"genre_scores_gemma":[0.37200877,0.000062228,0.62515545,0.000008588437,0.000047346883,0.000054229746,0.001989597,0.00006723635,0.0006065764],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877024,0.000009681204,0.00042266503,0.00025284072,0.00017485328,0.00036971667],"domain_scores_gemma":[0.999495,0.00006170965,0.00008470258,0.00013589833,0.00017048397,0.000052176485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036221277,0.00027747074,0.0004316391,0.00028720128,0.000041395993,0.000006849687,0.00013118984,0.0003918899,0.000018216655],"category_scores_gemma":[0.000026922127,0.00028286246,0.00010158667,0.00010710678,0.000010452182,0.0000611296,0.000007803348,0.00029230147,0.0000010466131],"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":[0.0010528355,0.0005682601,0.0003173456,0.023839615,0.0019189842,0.000013606732,0.002391375,0.37617335,0.51604724,0.032243747,0.0018482769,0.04358537],"study_design_scores_gemma":[0.00028328906,0.000039157676,0.000017284905,0.000096734846,0.00008536979,8.725645e-7,0.00077244296,0.9780898,0.019165723,0.0007224874,0.00043076914,0.0002960698],"about_ca_topic_score_codex":0.000004388082,"about_ca_topic_score_gemma":0.0001008469,"teacher_disagreement_score":0.6019165,"about_ca_system_score_codex":0.0000688267,"about_ca_system_score_gemma":0.000029695948,"threshold_uncertainty_score":0.99996233},"labels":[],"label_agreement":null},{"id":"W4230809212","doi":"10.32920/ryerson.14655600","title":"High precision circular plane system for angular measurement","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Plane (geometry); Rotation (mathematics); Position (finance); Optics; Circular motion; Circular orbit; Physics; Geometry; Mathematics","score_opus":0.03338211139065778,"score_gpt":0.23559071880368446,"score_spread":0.20220860741302668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230809212","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":[0.010185156,0.005887626,0.9761243,0.000028198092,0.0024129995,0.0013684195,0.0000322056,0.0022834903,0.0016776017],"genre_scores_gemma":[0.9060477,0.00018966074,0.092323944,0.000020968355,0.00027175536,0.0007500613,0.00024454194,0.00009164549,0.000059699625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820185,0.000037973023,0.0004261747,0.00047044424,0.00051731325,0.00034623686],"domain_scores_gemma":[0.9988048,0.000024054449,0.000073314186,0.00067086064,0.000339895,0.00008709491],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007515107,0.00037904803,0.00059422717,0.00015496394,0.000049522332,0.000049569528,0.00027184328,0.00050113414,0.000033068405],"category_scores_gemma":[0.0000634286,0.00037295796,0.0002243602,0.00006636802,0.000018856348,0.00005601245,0.00013281782,0.0003661915,0.0000043995997],"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":[0.00016092247,0.00022916423,0.00027978153,0.020346161,0.0029680314,0.0001476884,0.00033943728,0.18133502,0.7321363,0.0048207915,0.019255202,0.037981514],"study_design_scores_gemma":[0.0011084358,0.000115003575,0.00020398929,0.0017811855,0.00044220002,0.00001842934,0.00020838485,0.00661891,0.96623397,0.00201145,0.020063734,0.001194334],"about_ca_topic_score_codex":0.000014756238,"about_ca_topic_score_gemma":0.000015535696,"teacher_disagreement_score":0.8958626,"about_ca_system_score_codex":0.0006131484,"about_ca_system_score_gemma":0.000055013716,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W4232697545","doi":"10.32920/ryerson.14646243","title":"Robotic tooling calibration based on linear and nonlinear formulations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Calibration; Robot calibration; Robot; Nonlinear system; Position (finance); Computer science; Industrial robot; Artificial intelligence; Robotics; Kinematics; Control engineering; Simulation; Computer vision; Robot kinematics; Engineering; Mobile robot; Mathematics","score_opus":0.028973182148977716,"score_gpt":0.26386602193193814,"score_spread":0.23489283978296044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232697545","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":[0.020996023,0.00017252403,0.974969,0.00008421152,0.00025078887,0.00023346208,0.0000043197633,0.0007521995,0.0025374438],"genre_scores_gemma":[0.6641039,0.00008836343,0.33516562,0.00014973471,0.00012654596,0.000039725808,0.00021642237,0.000035253255,0.000074428914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993516,0.000014403681,0.00018686033,0.00020290347,0.00010851997,0.00013567974],"domain_scores_gemma":[0.9996066,0.000043053922,0.000026604934,0.00023298345,0.000046186073,0.000044549986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009037035,0.00017532374,0.00020071022,0.00012891913,0.000040283314,0.00003355313,0.000054651628,0.00023234352,0.000036122467],"category_scores_gemma":[0.000042062657,0.00017682163,0.000052364467,0.00006092561,0.000012923291,0.00008034123,0.000045412267,0.00035860215,0.0000010066124],"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":[0.0000033827719,0.000014398974,0.00035341913,0.0000960125,0.000017227616,0.0000022032687,0.000016675418,0.99646264,0.0015705957,0.00014544067,0.00003364427,0.0012843589],"study_design_scores_gemma":[0.00012431503,0.000020202191,0.00024439802,0.00009219959,0.00002883283,5.24548e-7,0.0000061347787,0.9844623,0.014306385,0.0002722894,0.00026808996,0.00017430398],"about_ca_topic_score_codex":0.000004378558,"about_ca_topic_score_gemma":0.00002579902,"teacher_disagreement_score":0.6431079,"about_ca_system_score_codex":0.000047388978,"about_ca_system_score_gemma":0.000029500532,"threshold_uncertainty_score":0.7210577},"labels":[],"label_agreement":null},{"id":"W4234997085","doi":"10.32920/ryerson.14646504.v1","title":"Simultaneous measurement of flexible robotic link deflection and rotation using position sensing detectors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Torsion (gastropod); Laser; Deflection (physics); Diode; Computer science; Fiber Bragg grating; Detector; Laser diode; Optics; Materials science; Strain gauge; Optoelectronics; Physics","score_opus":0.038362872876275274,"score_gpt":0.2681543884409507,"score_spread":0.22979151556467542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234997085","genre_codex":"methods","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":[0.31380722,0.0009686206,0.6839899,0.000005581201,0.0004012232,0.00025434897,5.1652137e-7,0.00037033897,0.00020225615],"genre_scores_gemma":[0.88693,0.00012503423,0.11280773,0.000007511875,0.00006832064,0.0000058535134,0.000012374936,0.000036510766,0.0000066737493],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989243,0.000048275935,0.0003251678,0.00025732108,0.00026704496,0.00017788664],"domain_scores_gemma":[0.999289,0.000033842545,0.000103202605,0.00018529968,0.00034529713,0.000043407203],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002483514,0.00022522645,0.0003135222,0.00022397356,0.000049350856,0.000030133126,0.000038270835,0.00028107068,0.000008393382],"category_scores_gemma":[0.000072020724,0.00025574316,0.00006805229,0.00012376597,0.000025300176,0.00008298055,0.000053517568,0.00030726576,2.3761326e-7],"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":[0.000008496745,0.0000064821747,0.000073652904,0.00022122619,0.000075336386,0.0000052460887,0.000082628816,0.52951366,0.4534787,0.000005910687,9.878154e-7,0.01652772],"study_design_scores_gemma":[0.00013519489,0.00004809227,0.00023734069,0.00037529782,0.00018754421,0.000030015039,0.00007036642,0.432067,0.5662028,0.00038949042,0.0000033679153,0.00025348144],"about_ca_topic_score_codex":0.0000843021,"about_ca_topic_score_gemma":0.000081006576,"teacher_disagreement_score":0.5731228,"about_ca_system_score_codex":0.0003792773,"about_ca_system_score_gemma":0.00004152042,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W4236435004","doi":"10.32920/ryerson.14647944.v1","title":"3D Shape Estimation Of Tendon-Driven Catheters Using Ultrasound Imaging","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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 Toronto","funders":"","keywords":"Kalman filter; Computer science; Ultrasound; Filter (signal processing); Calibration; Tendon; 3D ultrasound; Ultrasound imaging; Artificial intelligence; Computer vision; Mathematics; Acoustics; Physics; Medicine; Surgery; Statistics","score_opus":0.022754904044410752,"score_gpt":0.26705026996034925,"score_spread":0.2442953659159385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236435004","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":[0.29181367,0.0005963061,0.7042798,0.0000066833964,0.00035109377,0.00019065378,0.0000063858392,0.00048471172,0.0022707023],"genre_scores_gemma":[0.70131904,0.000118459226,0.29841277,0.000016781698,0.000027647191,0.0000145682225,0.000048763693,0.000033260763,0.000008729787],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910307,0.000020221321,0.00030058058,0.00022861558,0.0001520324,0.00019550232],"domain_scores_gemma":[0.99944514,0.000042233733,0.000088959234,0.0003058418,0.00008176463,0.00003606289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012150199,0.00022307504,0.000326336,0.00017003462,0.00002413914,0.000023371813,0.00014651287,0.00014020446,0.00007599885],"category_scores_gemma":[0.00005020125,0.00023746051,0.00011450813,0.000078151774,0.000044386867,0.00012128409,0.00009392329,0.00031790114,8.3149297e-7],"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":[0.0000027675073,0.00001948936,0.0026653663,0.000329729,0.00010487437,0.0000055289897,0.00017946467,0.7026942,0.280861,0.0000261743,0.000053476968,0.013057972],"study_design_scores_gemma":[0.00013188903,0.0000075279318,0.00048513836,0.0002911887,0.00011497009,0.000015025207,0.000075098906,0.8406239,0.1575243,0.00035931452,0.000054613418,0.00031700308],"about_ca_topic_score_codex":0.000025117952,"about_ca_topic_score_gemma":0.0000052178457,"teacher_disagreement_score":0.40950537,"about_ca_system_score_codex":0.00014251225,"about_ca_system_score_gemma":0.00003522454,"threshold_uncertainty_score":0.96833587},"labels":[],"label_agreement":null},{"id":"W4237181192","doi":"10.32920/ryerson.14646504","title":"Simultaneous measurement of flexible robotic link deflection and rotation using position sensing detectors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Torsion (gastropod); Diode; Laser; Deflection (physics); Fiber Bragg grating; Computer science; Laser diode; Detector; Materials science; Optics; Strain gauge; Optoelectronics; Electronic engineering; Physics; Engineering","score_opus":0.038362872876275274,"score_gpt":0.2681543884409507,"score_spread":0.22979151556467542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237181192","genre_codex":"methods","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":[0.31380722,0.0009686206,0.6839899,0.000005581201,0.0004012232,0.00025434897,5.1652137e-7,0.00037033897,0.00020225615],"genre_scores_gemma":[0.88693,0.00012503423,0.11280773,0.000007511875,0.00006832064,0.0000058535134,0.000012374936,0.000036510766,0.0000066737493],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989243,0.000048275935,0.0003251678,0.00025732108,0.00026704496,0.00017788664],"domain_scores_gemma":[0.999289,0.000033842545,0.000103202605,0.00018529968,0.00034529713,0.000043407203],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002483514,0.00022522645,0.0003135222,0.00022397356,0.000049350856,0.000030133126,0.000038270835,0.00028107068,0.000008393382],"category_scores_gemma":[0.000072020724,0.00025574316,0.00006805229,0.00012376597,0.000025300176,0.00008298055,0.000053517568,0.00030726576,2.3761326e-7],"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":[0.000008496745,0.0000064821747,0.000073652904,0.00022122619,0.000075336386,0.0000052460887,0.000082628816,0.52951366,0.4534787,0.000005910687,9.878154e-7,0.01652772],"study_design_scores_gemma":[0.00013519489,0.00004809227,0.00023734069,0.00037529782,0.00018754421,0.000030015039,0.00007036642,0.432067,0.5662028,0.00038949042,0.0000033679153,0.00025348144],"about_ca_topic_score_codex":0.0000843021,"about_ca_topic_score_gemma":0.000081006576,"teacher_disagreement_score":0.5731228,"about_ca_system_score_codex":0.0003792773,"about_ca_system_score_gemma":0.00004152042,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W4240005195","doi":"10.32920/ryerson.14647944","title":"3D Shape Estimation Of Tendon-Driven Catheters Using Ultrasound Imaging","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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 Toronto","funders":"","keywords":"Kalman filter; Computer science; Ultrasound; Filter (signal processing); Calibration; 3D ultrasound; Tendon; Ultrasound imaging; Computer vision; Artificial intelligence; Mathematics; Acoustics; Medicine; Physics; Surgery; Statistics","score_opus":0.022754904044410752,"score_gpt":0.26705026996034925,"score_spread":0.2442953659159385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240005195","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":[0.29181367,0.0005963061,0.7042798,0.0000066833964,0.00035109377,0.00019065378,0.0000063858392,0.00048471172,0.0022707023],"genre_scores_gemma":[0.70131904,0.000118459226,0.29841277,0.000016781698,0.000027647191,0.0000145682225,0.000048763693,0.000033260763,0.000008729787],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910307,0.000020221321,0.00030058058,0.00022861558,0.0001520324,0.00019550232],"domain_scores_gemma":[0.99944514,0.000042233733,0.000088959234,0.0003058418,0.00008176463,0.00003606289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012150199,0.00022307504,0.000326336,0.00017003462,0.00002413914,0.000023371813,0.00014651287,0.00014020446,0.00007599885],"category_scores_gemma":[0.00005020125,0.00023746051,0.00011450813,0.000078151774,0.000044386867,0.00012128409,0.00009392329,0.00031790114,8.3149297e-7],"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":[0.0000027675073,0.00001948936,0.0026653663,0.000329729,0.00010487437,0.0000055289897,0.00017946467,0.7026942,0.280861,0.0000261743,0.000053476968,0.013057972],"study_design_scores_gemma":[0.00013188903,0.0000075279318,0.00048513836,0.0002911887,0.00011497009,0.000015025207,0.000075098906,0.8406239,0.1575243,0.00035931452,0.000054613418,0.00031700308],"about_ca_topic_score_codex":0.000025117952,"about_ca_topic_score_gemma":0.0000052178457,"teacher_disagreement_score":0.40950537,"about_ca_system_score_codex":0.00014251225,"about_ca_system_score_gemma":0.00003522454,"threshold_uncertainty_score":0.96833587},"labels":[],"label_agreement":null},{"id":"W4241741479","doi":"10.32920/ryerson.14636082","title":"Laser interferometry - Report #HT-01-2017","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Optics; Heat transfer; Holographic interferometry; Interferometry; Temperature gradient; Convection; Convective heat transfer; Physics; Wedge (geometry); Holography; Mechanics; Beam (structure); Laser; Astronomical interferometer; Temperature measurement; Field (mathematics); Computational physics; Mathematics; Thermodynamics; Meteorology","score_opus":0.03240254076749344,"score_gpt":0.27723326120774766,"score_spread":0.24483072044025422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241741479","genre_codex":"methods","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":[0.13003297,0.0022320568,0.6054646,0.000106917774,0.004324817,0.00042555667,0.000009649856,0.0044063684,0.2529971],"genre_scores_gemma":[0.93004334,0.0005898113,0.06339893,0.000116814044,0.0002851668,0.00012657607,0.00022138543,0.00008763047,0.005130336],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987328,0.000018799774,0.0003789632,0.0004032018,0.00018916659,0.0002770567],"domain_scores_gemma":[0.9988897,0.000019657049,0.0000706415,0.00085509656,0.0000841068,0.00008083894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026780608,0.00031093592,0.00043255623,0.00021517744,0.00002439314,0.000047156656,0.00026442052,0.00046497546,0.00048557014],"category_scores_gemma":[0.00007545463,0.00031079305,0.00017141049,0.00010092957,0.000032069944,0.00008603533,0.0003681939,0.00084655645,0.000020555586],"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":[0.000090728856,0.00076454226,0.025093846,0.004847367,0.0060880315,0.017644066,0.0010453634,0.027698236,0.18128146,0.0007753108,0.51830685,0.21636416],"study_design_scores_gemma":[0.00076338614,0.00012059677,0.004828322,0.0010130131,0.000398413,0.0010543601,0.0002900396,0.00420179,0.8494616,0.0055213557,0.12931375,0.0030333414],"about_ca_topic_score_codex":0.000009440706,"about_ca_topic_score_gemma":0.000028999957,"teacher_disagreement_score":0.8000104,"about_ca_system_score_codex":0.00012481248,"about_ca_system_score_gemma":0.0000368906,"threshold_uncertainty_score":0.99993443},"labels":[],"label_agreement":null},{"id":"W4242705914","doi":"10.1109/ccece.1999.804976","title":"Measurement of MEMS Displacements and Frequencies Using Laser Interferometry","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Interferometry; Microelectromechanical systems; Laser; Optics; Materials science; Physics; Optoelectronics","score_opus":0.03507161940224041,"score_gpt":0.2576062381520256,"score_spread":0.2225346187497852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242705914","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":[0.8306884,0.0013227822,0.15924409,0.00002405603,0.00009790001,0.00013673415,0.0000018698507,0.0002405538,0.008243579],"genre_scores_gemma":[0.98140377,0.0001011319,0.018365908,0.000024065164,0.000024517722,0.0000053374283,4.6224602e-7,0.000012378125,0.00006242233],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994435,0.0000063874672,0.00016368047,0.00008424496,0.00016675935,0.00013547638],"domain_scores_gemma":[0.9997928,0.0000054140332,0.00002100407,0.00009810929,0.000048215523,0.00003442191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021084335,0.00009580296,0.0001297946,0.00009012903,0.000021317823,0.0000056723593,0.00005202859,0.000041417523,0.000052375137],"category_scores_gemma":[0.000016533888,0.000084749976,0.000020924977,0.0000736128,0.000034425324,0.00013653676,0.000019096267,0.00005840222,0.0000012461562],"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":[0.000009407728,0.000024687679,0.0046078064,0.00005764333,0.00006464295,3.6940514e-7,0.00005342189,0.0011584025,0.984362,0.00007159542,0.00037191145,0.009218108],"study_design_scores_gemma":[0.000264892,0.000045042078,0.00065754494,0.00004759809,0.000024258487,0.0000020277073,0.000046716003,0.0023866822,0.9942573,0.00014830608,0.0020003517,0.000119285025],"about_ca_topic_score_codex":0.000008713638,"about_ca_topic_score_gemma":0.000030728046,"teacher_disagreement_score":0.15071535,"about_ca_system_score_codex":0.00008614984,"about_ca_system_score_gemma":0.0000043165255,"threshold_uncertainty_score":0.34560037},"labels":[],"label_agreement":null},{"id":"W4243902940","doi":"10.1007/978-1-4612-1322-2_4","title":"Topological Analysis","year":2000,"lang":"en","type":"book-chapter","venue":"Birkhäuser Boston eBooks","topic":"Advanced Measurement and Metrology Techniques","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 the Fraser Valley; Simon Fraser University","funders":"","keywords":"Class (philosophy); Phase portrait; Plane (geometry); Moment (physics); Nonlinear system; Mathematics; Variety (cybernetics); Set (abstract data type); Phase plane; Order (exchange); Variable (mathematics); Pure mathematics; Applied mathematics; Mathematical analysis; Physics; Computer science; Geometry; Classical mechanics; Quantum mechanics","score_opus":0.022232566001943174,"score_gpt":0.22246655256578204,"score_spread":0.20023398656383887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243902940","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000317864,0.0009474349,0.0035022188,0.000012635911,0.00018371273,0.00024872218,0.000029663133,0.0018057319,0.992952],"genre_scores_gemma":[0.057450235,0.0008564199,0.004431152,0.0003269087,0.00024149439,0.00006928215,0.000098170574,0.00022797979,0.9362984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998599,0.000010516855,0.00038033354,0.0003891191,0.00025629977,0.00036475313],"domain_scores_gemma":[0.999189,0.000028453978,0.00006520529,0.00055415335,0.000039369457,0.00012377347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011525437,0.0004924135,0.00069990807,0.0005676376,0.000061399114,0.00001804032,0.0002721271,0.000743949,0.002059793],"category_scores_gemma":[0.0000041622848,0.0004697056,0.00045185408,0.00003789813,0.00013783913,0.00003256212,0.000035560308,0.00056354684,0.00021700571],"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":[0.0002892241,0.00006836003,0.0005950866,0.00024013888,0.013605935,0.0008188141,0.00042768908,0.0019286593,0.0040563964,0.71587896,0.02307168,0.23901902],"study_design_scores_gemma":[0.00017518034,0.000078285695,0.000083912855,0.00003259073,0.0012100791,0.000007431717,0.0000018204998,0.00006999638,0.0015900927,0.057529613,0.9385279,0.00069312577],"about_ca_topic_score_codex":0.0000032401267,"about_ca_topic_score_gemma":0.00004019762,"teacher_disagreement_score":0.9154562,"about_ca_system_score_codex":0.00010776877,"about_ca_system_score_gemma":0.000017246344,"threshold_uncertainty_score":0.99977547},"labels":[],"label_agreement":null},{"id":"W4244593928","doi":"10.32920/ryerson.14655600.v1","title":"High precision circular plane system for angular measurement","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Plane (geometry); Rotation (mathematics); Position (finance); Circular motion; Optics; Circular orbit; Physics; System of measurement; Geometry; Mathematics","score_opus":0.03338211139065778,"score_gpt":0.23559071880368446,"score_spread":0.20220860741302668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244593928","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":[0.010185156,0.005887626,0.9761243,0.000028198092,0.0024129995,0.0013684195,0.0000322056,0.0022834903,0.0016776017],"genre_scores_gemma":[0.9060477,0.00018966074,0.092323944,0.000020968355,0.00027175536,0.0007500613,0.00024454194,0.00009164549,0.000059699625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820185,0.000037973023,0.0004261747,0.00047044424,0.00051731325,0.00034623686],"domain_scores_gemma":[0.9988048,0.000024054449,0.000073314186,0.00067086064,0.000339895,0.00008709491],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007515107,0.00037904803,0.00059422717,0.00015496394,0.000049522332,0.000049569528,0.00027184328,0.00050113414,0.000033068405],"category_scores_gemma":[0.0000634286,0.00037295796,0.0002243602,0.00006636802,0.000018856348,0.00005601245,0.00013281782,0.0003661915,0.0000043995997],"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":[0.00016092247,0.00022916423,0.00027978153,0.020346161,0.0029680314,0.0001476884,0.00033943728,0.18133502,0.7321363,0.0048207915,0.019255202,0.037981514],"study_design_scores_gemma":[0.0011084358,0.000115003575,0.00020398929,0.0017811855,0.00044220002,0.00001842934,0.00020838485,0.00661891,0.96623397,0.00201145,0.020063734,0.001194334],"about_ca_topic_score_codex":0.000014756238,"about_ca_topic_score_gemma":0.000015535696,"teacher_disagreement_score":0.8958626,"about_ca_system_score_codex":0.0006131484,"about_ca_system_score_gemma":0.000055013716,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W4245724764","doi":"10.32920/ryerson.14662803","title":"Pose estimation for robotic percussive riveting.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; FedDev Ontario","keywords":"Rivet; Robot; Pose; Engineering; Position (finance); Artificial intelligence; Computer science; Computer vision; Simulation; Mechanical engineering","score_opus":0.02370201054388275,"score_gpt":0.2709049863755139,"score_spread":0.24720297583163117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245724764","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":[0.0051259035,0.00071536767,0.98794234,0.000079073056,0.00081689504,0.00052073394,0.0000030062197,0.0010408765,0.0037557897],"genre_scores_gemma":[0.51817656,0.00012927323,0.4807499,0.000048740625,0.00011601059,0.0002784738,0.00018404101,0.00004337991,0.00027359766],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993156,0.000011848724,0.00018492629,0.0002197369,0.00008412412,0.00018375284],"domain_scores_gemma":[0.9995375,0.000042929736,0.000038338752,0.00023352171,0.00011029823,0.000037396312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116071235,0.00019131611,0.00025747632,0.00008833442,0.000031098232,0.000029244491,0.00010956085,0.00025268097,0.000050264967],"category_scores_gemma":[0.000110946334,0.00018924254,0.00011276992,0.00003760294,0.000015589907,0.00005929587,0.000073378265,0.00026689834,0.0000033563936],"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":[0.00000763276,0.000023230039,0.00007885128,0.00064324157,0.00013516103,0.0000046791897,0.00021205333,0.96229005,0.013392107,0.0005342593,0.002865263,0.019813456],"study_design_scores_gemma":[0.00040362315,0.00006955952,0.0004912181,0.00036629,0.00023325605,0.000007259811,0.00014213377,0.8949152,0.08806238,0.013460957,0.001074454,0.0007736459],"about_ca_topic_score_codex":0.0000029044147,"about_ca_topic_score_gemma":0.000007545781,"teacher_disagreement_score":0.5130507,"about_ca_system_score_codex":0.00010383107,"about_ca_system_score_gemma":0.000026807638,"threshold_uncertainty_score":0.77170867},"labels":[],"label_agreement":null},{"id":"W4246900299","doi":"10.1007/978-3-662-53120-4_300275","title":"Freeform Metrology","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Metrology; Computer science; Materials science; Physics; Optics","score_opus":0.014906779685623754,"score_gpt":0.20106614882637872,"score_spread":0.18615936914075495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246900299","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007462647,0.0011376103,0.018829621,0.000019260584,0.0005356764,0.00017544253,0.0000064112537,0.0012365849,0.9780519],"genre_scores_gemma":[0.002485625,0.0005112015,0.0045787245,0.00017351011,0.00015774474,0.000008920438,0.000031225863,0.000109794004,0.99194324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934685,0.0000014476359,0.00017665987,0.00016562153,0.000106221145,0.00020320117],"domain_scores_gemma":[0.99957025,0.000018656037,0.000030074052,0.000312175,0.000029880288,0.000038984854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007163135,0.00025611083,0.00034778548,0.00019214432,0.000011508866,0.000003506833,0.0001474201,0.00049667485,0.0018444345],"category_scores_gemma":[0.000003652239,0.0002296763,0.00010600113,0.000009699575,0.000032499393,0.000044786233,0.000026584912,0.00036443654,0.00075635454],"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":[0.000012089394,0.0000043413,0.000058016474,0.00011121021,0.00037741763,0.000013720828,0.000008007007,0.00023636401,0.0014486915,0.904602,0.06717177,0.025956403],"study_design_scores_gemma":[0.00011615781,0.000066482084,0.0000059096815,0.000014630894,0.000042129028,0.0000046647674,6.193867e-7,0.00010936841,0.0010157031,0.030476553,0.9678789,0.0002689158],"about_ca_topic_score_codex":6.9960487e-7,"about_ca_topic_score_gemma":0.000016284635,"teacher_disagreement_score":0.9007071,"about_ca_system_score_codex":0.000084158186,"about_ca_system_score_gemma":0.000012659901,"threshold_uncertainty_score":0.999068},"labels":[],"label_agreement":null},{"id":"W4247168018","doi":"10.1007/978-3-662-53120-4_300415","title":"Measuring Probe","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","score_opus":0.042786713031053906,"score_gpt":0.2087574591882239,"score_spread":0.16597074615716997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247168018","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000019694464,0.0010244973,0.05553632,0.0000073912543,0.00031317928,0.00024938132,0.0000020886605,0.0014429787,0.9414222],"genre_scores_gemma":[0.0027819932,0.00042206043,0.007515835,0.000049079663,0.00013568273,0.00001122947,0.000010758998,0.00012449974,0.9889489],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937874,0.0000012988353,0.0001513762,0.00015874914,0.00014423823,0.0001656061],"domain_scores_gemma":[0.9996561,0.000009125475,0.00002444972,0.00024077427,0.00003445636,0.000035138055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007538411,0.00023349766,0.0002496402,0.000119103956,0.000012875805,0.0000062335403,0.00011450307,0.00028323694,0.0005588715],"category_scores_gemma":[0.0000034493758,0.00022226277,0.00008145898,0.000007693621,0.000016218468,0.000050869916,0.000021678123,0.0003047152,0.00048274087],"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":[0.0000103932525,0.0000063142816,0.0000636497,0.00048131964,0.00033856215,0.000016371116,0.000025305018,0.00037491962,0.012318354,0.92081994,0.02630739,0.039237477],"study_design_scores_gemma":[0.000106157575,0.000027685035,0.0000062870836,0.00011777931,0.00003580697,0.0000035781045,6.299416e-7,0.000065923545,0.007956149,0.020032907,0.9712578,0.0003892917],"about_ca_topic_score_codex":2.64368e-7,"about_ca_topic_score_gemma":0.000004329462,"teacher_disagreement_score":0.9449504,"about_ca_system_score_codex":0.00007758667,"about_ca_system_score_gemma":0.000014013655,"threshold_uncertainty_score":0.9063613},"labels":[],"label_agreement":null},{"id":"W4247176083","doi":"10.32920/ryerson.14636082.v1","title":"Laser interferometry - Report #HT-01-2017","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Optics; Heat transfer; Interferometry; Holographic interferometry; Temperature gradient; Convection; Physics; Wedge (geometry); Laser; Convective heat transfer; Holography; Astronomical interferometer; Temperature measurement; Beam (structure); Mechanics; Thermodynamics; Meteorology","score_opus":0.03240254076749344,"score_gpt":0.27723326120774766,"score_spread":0.24483072044025422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247176083","genre_codex":"methods","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":[0.13003297,0.0022320568,0.6054646,0.000106917774,0.004324817,0.00042555667,0.000009649856,0.0044063684,0.2529971],"genre_scores_gemma":[0.93004334,0.0005898113,0.06339893,0.000116814044,0.0002851668,0.00012657607,0.00022138543,0.00008763047,0.005130336],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987328,0.000018799774,0.0003789632,0.0004032018,0.00018916659,0.0002770567],"domain_scores_gemma":[0.9988897,0.000019657049,0.0000706415,0.00085509656,0.0000841068,0.00008083894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026780608,0.00031093592,0.00043255623,0.00021517744,0.00002439314,0.000047156656,0.00026442052,0.00046497546,0.00048557014],"category_scores_gemma":[0.00007545463,0.00031079305,0.00017141049,0.00010092957,0.000032069944,0.00008603533,0.0003681939,0.00084655645,0.000020555586],"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":[0.000090728856,0.00076454226,0.025093846,0.004847367,0.0060880315,0.017644066,0.0010453634,0.027698236,0.18128146,0.0007753108,0.51830685,0.21636416],"study_design_scores_gemma":[0.00076338614,0.00012059677,0.004828322,0.0010130131,0.000398413,0.0010543601,0.0002900396,0.00420179,0.8494616,0.0055213557,0.12931375,0.0030333414],"about_ca_topic_score_codex":0.000009440706,"about_ca_topic_score_gemma":0.000028999957,"teacher_disagreement_score":0.8000104,"about_ca_system_score_codex":0.00012481248,"about_ca_system_score_gemma":0.0000368906,"threshold_uncertainty_score":0.99993443},"labels":[],"label_agreement":null},{"id":"W4251296224","doi":"10.32920/ryerson.14662803.v1","title":"Pose estimation for robotic percussive riveting.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; FedDev Ontario","keywords":"Rivet; Robot; Pose; Engineering; Position (finance); Artificial intelligence; Computer science; Computer vision; Simulation; Mechanical engineering","score_opus":0.02370201054388275,"score_gpt":0.2709049863755139,"score_spread":0.24720297583163117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251296224","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":[0.0051259035,0.00071536767,0.98794234,0.000079073056,0.00081689504,0.00052073394,0.0000030062197,0.0010408765,0.0037557897],"genre_scores_gemma":[0.51817656,0.00012927323,0.4807499,0.000048740625,0.00011601059,0.0002784738,0.00018404101,0.00004337991,0.00027359766],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993156,0.000011848724,0.00018492629,0.0002197369,0.00008412412,0.00018375284],"domain_scores_gemma":[0.9995375,0.000042929736,0.000038338752,0.00023352171,0.00011029823,0.000037396312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116071235,0.00019131611,0.00025747632,0.00008833442,0.000031098232,0.000029244491,0.00010956085,0.00025268097,0.000050264967],"category_scores_gemma":[0.000110946334,0.00018924254,0.00011276992,0.00003760294,0.000015589907,0.00005929587,0.000073378265,0.00026689834,0.0000033563936],"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":[0.00000763276,0.000023230039,0.00007885128,0.00064324157,0.00013516103,0.0000046791897,0.00021205333,0.96229005,0.013392107,0.0005342593,0.002865263,0.019813456],"study_design_scores_gemma":[0.00040362315,0.00006955952,0.0004912181,0.00036629,0.00023325605,0.000007259811,0.00014213377,0.8949152,0.08806238,0.013460957,0.001074454,0.0007736459],"about_ca_topic_score_codex":0.0000029044147,"about_ca_topic_score_gemma":0.000007545781,"teacher_disagreement_score":0.5130507,"about_ca_system_score_codex":0.00010383107,"about_ca_system_score_gemma":0.000026807638,"threshold_uncertainty_score":0.77170867},"labels":[],"label_agreement":null},{"id":"W4254135700","doi":"10.1007/978-1-4419-8071-7_204","title":"Light, Electromagnetic Spectrum","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Electromagnetic spectrum; Spectrum (functional analysis); Physics; Optics; Quantum mechanics","score_opus":0.009029500553360556,"score_gpt":0.19290884606551564,"score_spread":0.1838793455121551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254135700","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004368563,0.0016800511,0.011652991,0.0001560409,0.00022792521,0.00015078807,0.0000021286173,0.0016857976,0.9844399],"genre_scores_gemma":[0.0022367423,0.001483943,0.0018969964,0.00006563558,0.00032526543,0.000014057603,0.0000030683948,0.00011918732,0.9938551],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926734,0.000001753143,0.0001659538,0.00018031204,0.00011938744,0.00026523098],"domain_scores_gemma":[0.99962324,0.000011616196,0.000025183224,0.00026884174,0.0000153266,0.000055791355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044477416,0.00027821522,0.00025357344,0.00015078337,0.000017602393,0.000005590588,0.00013088319,0.00028792964,0.0023755],"category_scores_gemma":[0.0000024599167,0.00021571868,0.000090123096,0.000009573416,0.000017198718,0.000039092607,0.000015589752,0.00022983807,0.0005110417],"study_design_candidate":"theoretical_or_conceptual","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":[0.000008658646,0.0000037568154,0.0000025791862,0.000047516023,0.0001420481,0.000024916953,0.0000048508386,0.00000126925,0.07755818,0.8613526,0.043966934,0.016886653],"study_design_scores_gemma":[0.00009420397,0.00010891529,0.0000019081747,0.000046367673,0.00003039374,0.000007043782,8.7290985e-8,0.000003087495,0.03475671,0.16482727,0.7998289,0.00029511517],"about_ca_topic_score_codex":1.0799259e-7,"about_ca_topic_score_gemma":0.000007459907,"teacher_disagreement_score":0.75586194,"about_ca_system_score_codex":0.00009321928,"about_ca_system_score_gemma":0.000009649593,"threshold_uncertainty_score":0.99853647},"labels":[],"label_agreement":null},{"id":"W4254459048","doi":"10.4095/219801","title":"Error Tracking in IKONOS Geometric Processing Using a 3D Parametric Modelling","year":2003,"lang":"en","type":"report","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Tracking (education); Computer vision; Parametric statistics; Artificial intelligence; Computer science; Parametric model; Mathematics; Statistics","score_opus":0.15840263136240218,"score_gpt":0.3422263529666766,"score_spread":0.1838237216042744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254459048","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":[0.00921275,0.01975224,0.9004199,0.0000015846964,0.00066609564,0.0006134799,0.000004465139,0.0010082432,0.06832127],"genre_scores_gemma":[0.72609144,0.0062827524,0.2658089,0.000030294868,0.00027707205,0.00012137321,0.00003868268,0.00035955795,0.0009899391],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99684495,0.000042461805,0.00095351634,0.00056394265,0.00077416137,0.00082098827],"domain_scores_gemma":[0.9989218,0.00010592444,0.00023494849,0.0003430314,0.00028978512,0.00010448329],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013969014,0.00060277875,0.0009547244,0.004547388,0.00007713265,0.000064101056,0.00023460753,0.0009197064,0.000054745957],"category_scores_gemma":[0.00041538323,0.00062656566,0.0001443531,0.0035932092,0.000035791363,0.00035152168,0.000028230786,0.0013352334,0.0000046474593],"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":[0.0000059225936,0.00006353483,0.0018581834,0.0010337324,0.00006897945,0.00005558101,0.000033590695,0.9147174,0.0003263255,0.0000050285716,0.00032310403,0.08150867],"study_design_scores_gemma":[0.0006061491,0.000062476094,0.00009659671,0.0012047192,0.00027987052,0.00015017693,0.000063151034,0.9463421,0.00398885,0.00030207474,0.04501907,0.0018847584],"about_ca_topic_score_codex":0.000094917865,"about_ca_topic_score_gemma":0.000024262245,"teacher_disagreement_score":0.71687865,"about_ca_system_score_codex":0.0014539127,"about_ca_system_score_gemma":0.0003855917,"threshold_uncertainty_score":0.9996186},"labels":[],"label_agreement":null},{"id":"W4283579291","doi":"10.1016/j.measurement.2022.111473","title":"A new stylus orientation planning strategy for sculpture surface inspection based on touch position graph","year":2022,"lang":"en","type":"article","venue":"Measurement","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Stylus; Calibration; Orientation (vector space); Computer vision; Position (finance); Computer science; Compensation (psychology); Rotation (mathematics); Artificial intelligence; Graph; Process (computing); Engineering; Acoustics; Mathematics; Geometry","score_opus":0.043719991465278205,"score_gpt":0.2692097872297836,"score_spread":0.2254897957645054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283579291","genre_codex":"methods","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":[0.02764926,0.00032212003,0.96781313,0.00013913355,0.0006720144,0.000876277,0.0000146149905,0.000986361,0.0015270577],"genre_scores_gemma":[0.99267626,0.0000031361237,0.006711502,0.00012937798,0.00008979051,0.000219234,0.000079061516,0.000034564346,0.000057096542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871486,0.000048064292,0.00018547004,0.00022352421,0.00059421104,0.00023384401],"domain_scores_gemma":[0.9996209,0.000014815242,0.000050734547,0.00015777301,0.00009629692,0.00005945626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004443541,0.00016461065,0.00013433682,0.00015316723,0.00026699842,0.000021308064,0.00008583517,0.00005106185,0.000043322198],"category_scores_gemma":[0.000016175316,0.00018190366,0.000072181385,0.00023859585,0.000009141157,0.00009938139,0.00000809829,0.00020206103,0.0000014377107],"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":[0.00019438569,0.000053506985,0.00048556807,0.00003188227,0.000034831584,0.0000019981785,0.00014151268,0.90569705,0.08111897,0.00040910055,0.007926887,0.0039043122],"study_design_scores_gemma":[0.012605849,0.006912077,0.01850852,0.00032038215,0.00044941978,0.000014842339,0.0019875842,0.21288739,0.66763324,0.0072110454,0.069140255,0.0023293952],"about_ca_topic_score_codex":0.000029372568,"about_ca_topic_score_gemma":0.00004722764,"teacher_disagreement_score":0.965027,"about_ca_system_score_codex":0.0008604199,"about_ca_system_score_gemma":0.0000615965,"threshold_uncertainty_score":0.7417816},"labels":[],"label_agreement":null},{"id":"W4285036470","doi":"10.18429/jacow-ipac2010-thpec090","title":"The EMMA Non-scaling FFAG","year":2010,"lang":"en","type":"paratext","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Advanced Measurement and Metrology Techniques","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":"TRIUMF","funders":"","keywords":"Scaling; Computer science; Nuclear engineering; Physics; Nuclear physics; Engineering; Mathematics","score_opus":0.023967541777124318,"score_gpt":0.27230436782953304,"score_spread":0.24833682605240873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285036470","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":[0.19368121,0.007436655,0.005449098,0.0037527492,0.023425722,0.012130351,0.00008665682,0.009778064,0.7442595],"genre_scores_gemma":[0.85857433,0.0057833856,0.0001624792,0.000176164,0.0016442728,0.000012497797,0.0013053729,0.0023859744,0.12995553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976951,0.00018469465,0.00042769982,0.00043559688,0.0005581057,0.0006988139],"domain_scores_gemma":[0.99828964,0.00007676553,0.00011454735,0.0007978674,0.0005485106,0.00017268023],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001345391,0.00035809187,0.0002835095,0.00024043153,0.0013869597,0.00064196065,0.0014037029,0.00031019273,0.0046575433],"category_scores_gemma":[0.00019350614,0.00030592745,0.00011331418,0.00044256638,0.00019962556,0.0002687918,0.0005229659,0.001341864,0.013457764],"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":[0.00006987453,0.000066715475,0.0000117385935,0.0005626568,0.00036494978,0.000013081859,0.0005150514,0.0010484764,0.0040216064,0.01174273,0.9746159,0.006967249],"study_design_scores_gemma":[0.00036767355,0.00008738212,0.000063043095,0.00008742748,0.000030120658,0.000005991439,0.00006621456,0.000017548682,0.007049813,0.0015182352,0.9903402,0.0003663648],"about_ca_topic_score_codex":0.000005275397,"about_ca_topic_score_gemma":0.0000032222783,"teacher_disagreement_score":0.6648931,"about_ca_system_score_codex":0.00030715112,"about_ca_system_score_gemma":0.0000193345,"threshold_uncertainty_score":0.99993926},"labels":[],"label_agreement":null},{"id":"W4285231795","doi":"10.2139/ssrn.4147556","title":"A Stylus Orientation Planning of Multi-Axis On-Machine Inspection Based on Least Times Rotation Optimization","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Stylus; Orientation (vector space); Rotation (mathematics); Computer science; Computer vision; Artificial intelligence; Engineering drawing; Engineering; Mathematics; Geometry","score_opus":0.009973703329899624,"score_gpt":0.24643847472693578,"score_spread":0.23646477139703614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285231795","genre_codex":"methods","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":[0.047092535,0.00038255117,0.9512653,0.000049019873,0.000217669,0.00018007653,0.0000048005304,0.00023561939,0.0005724263],"genre_scores_gemma":[0.9961452,0.00011959016,0.0035046528,0.000031583786,0.000046829024,0.000032785334,0.000041186624,0.000027697637,0.00005048176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988783,0.000073726405,0.00021411946,0.00011253665,0.00026570543,0.00045561418],"domain_scores_gemma":[0.999692,0.000028136317,0.00012278944,0.00008163619,0.00005102239,0.000024417825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064223877,0.0001132715,0.00011702506,0.00033931414,0.00021711919,0.000007629701,0.00007869364,0.000034758632,0.000036892907],"category_scores_gemma":[0.000040745254,0.00011911699,0.000049592833,0.00023713181,0.000012362178,0.000120258046,0.000006656858,0.0008954109,0.0000010529494],"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":[0.00016813591,0.00007326119,0.00088040385,0.000004949045,0.000033274875,8.300397e-7,0.00010621889,0.99007094,0.002251091,0.0014547658,0.000019899902,0.00493626],"study_design_scores_gemma":[0.0015320643,0.0015906645,0.00041699622,0.000025244573,0.000030278425,0.000024289217,0.00065953087,0.98864704,0.0049987286,0.0017804895,0.00013343059,0.00016125075],"about_ca_topic_score_codex":0.0000053358976,"about_ca_topic_score_gemma":0.000013552276,"teacher_disagreement_score":0.94905263,"about_ca_system_score_codex":0.0010939451,"about_ca_system_score_gemma":0.00013654897,"threshold_uncertainty_score":0.48574498},"labels":[],"label_agreement":null},{"id":"W4289660865","doi":"","title":"A new adaptive prognostics approach based on hybrid feature selection with application to point machine monitoring","year":2018,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Prognostics; Computer science; Feature selection; Selection (genetic algorithm); Feature (linguistics); Point (geometry); Artificial intelligence; Machine learning; Data mining; Mathematics","score_opus":0.014721661484268303,"score_gpt":0.2179070013580755,"score_spread":0.2031853398738072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289660865","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":[0.0043809647,0.000027414544,0.9788569,0.00017653046,0.0001529519,0.0034596266,0.00043012158,0.0006098446,0.011905641],"genre_scores_gemma":[0.22492233,0.00006834208,0.773716,0.00007682719,0.00019208949,0.000043490603,0.00038048514,0.0001428449,0.00045761798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974254,0.00018387438,0.00025422944,0.0010532748,0.0005139461,0.00056929333],"domain_scores_gemma":[0.99804544,0.00013712216,0.00028932127,0.00090402685,0.00022382326,0.0004002327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003129302,0.00068972196,0.00082665036,0.0006905933,0.00031083202,0.00006373011,0.0015906168,0.00020588627,0.000025974905],"category_scores_gemma":[0.00004266807,0.0007631478,0.00019775942,0.00032593776,0.00016475604,0.00023537043,0.0010395378,0.0012690093,0.000022605373],"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":[0.011216972,0.001172893,0.005373241,0.0009327495,0.0020141017,0.00012876716,0.0074640107,0.68850935,0.014878804,0.00074354524,0.12036525,0.14720033],"study_design_scores_gemma":[0.005035547,0.005071415,0.012099978,0.0023124313,0.0010788618,0.00003737206,0.00095343014,0.924015,0.021112788,0.007916593,0.017178068,0.003188539],"about_ca_topic_score_codex":0.0009828872,"about_ca_topic_score_gemma":0.00092154456,"teacher_disagreement_score":0.23550564,"about_ca_system_score_codex":0.00036662302,"about_ca_system_score_gemma":0.00028912132,"threshold_uncertainty_score":0.999482},"labels":[],"label_agreement":null},{"id":"W4292689662","doi":"10.1016/j.rcim.2022.102429","title":"Robot-mounted sensing and local calibration for high-accuracy manufacturing","year":2022,"lang":"en","type":"article","venue":"Robotics and Computer-Integrated Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Calibration; Robot; Computer science; Artificial intelligence; Remote sensing; Computer vision; Geography; Mathematics; Statistics","score_opus":0.011458627959918624,"score_gpt":0.2187095217785743,"score_spread":0.2072508938186557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292689662","genre_codex":"methods","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":[0.16583054,0.00020072148,0.8325421,0.00008137168,0.00044064166,0.0003314571,0.00001402126,0.00053618196,0.000022968903],"genre_scores_gemma":[0.9222447,0.00008874265,0.07725562,0.000113290815,0.000110117726,0.000025710362,0.000081418344,0.000055814402,0.00002456138],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880254,0.000038576327,0.00029488787,0.00034063534,0.00014745246,0.0003758793],"domain_scores_gemma":[0.9995183,0.00011865139,0.00006961615,0.00016833267,0.00002661116,0.00009853476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017218688,0.00029782945,0.00031362262,0.00018382366,0.000396584,0.000094592986,0.000105725034,0.000087059576,0.000008680032],"category_scores_gemma":[0.0000057231987,0.00030624124,0.00004664785,0.00006015126,0.000048654976,0.000183173,0.00013046149,0.0003748891,2.8827384e-7],"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":[0.00004334057,0.000015912523,0.000023792458,0.00010220678,0.000082000995,0.000016195883,0.000094851806,0.8201547,0.0041339537,0.00059912977,0.00019474099,0.17453915],"study_design_scores_gemma":[0.0005963584,0.00016213229,0.00043982436,0.000035565754,0.000044378496,0.000057814203,0.0001122489,0.7969854,0.19743098,0.0019731172,0.0018059774,0.0003562265],"about_ca_topic_score_codex":0.000061964725,"about_ca_topic_score_gemma":0.000027775559,"teacher_disagreement_score":0.7564142,"about_ca_system_score_codex":0.00014122538,"about_ca_system_score_gemma":0.000013198611,"threshold_uncertainty_score":0.99993896},"labels":[],"label_agreement":null},{"id":"W4292980610","doi":"10.1088/0026-1394/59/1a/04005","title":"Calibration of gauge blocks by optical interferometry comparison - final report","year":2022,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"Mutual recognition; Calibration; Gauge (firearms); Metrology; Traceability; Mathematics; Computer science; Remote sensing; Statistics; Geography","score_opus":0.028118256022827404,"score_gpt":0.26797364930924783,"score_spread":0.23985539328642042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292980610","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":[0.7374445,0.0010076474,0.25632194,0.00006462361,0.00035493704,0.00014858892,0.000023842254,0.0004674112,0.004166492],"genre_scores_gemma":[0.9925563,0.000009049544,0.007051464,0.000042840147,0.000022760605,0.00006368589,0.00007670494,0.000016337675,0.00016091178],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990022,0.00004438452,0.000366966,0.00016233927,0.00022423464,0.00019982817],"domain_scores_gemma":[0.99960136,0.00004996981,0.000079269674,0.00020826158,0.000023734478,0.000037427217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004584961,0.000116184114,0.00027345485,0.00017716091,0.00005314952,0.0000045918787,0.00016768117,0.00007279038,0.00031153488],"category_scores_gemma":[0.00009035595,0.00011887836,0.000058385012,0.0002742668,0.00005175493,0.00005936264,0.00007599639,0.00034888403,8.675397e-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":[0.0002619026,0.00043986994,0.15587698,0.000082565144,0.00023441532,0.00009564322,0.00011060736,0.014134512,0.70564514,0.0011021943,0.1160293,0.005986854],"study_design_scores_gemma":[0.0012757076,0.0023369184,0.005354977,0.000010353605,0.0001459379,0.00016161511,0.00021070159,0.038166616,0.89115375,0.0015177134,0.059042763,0.0006229462],"about_ca_topic_score_codex":0.0000047124495,"about_ca_topic_score_gemma":0.0000014804365,"teacher_disagreement_score":0.25511172,"about_ca_system_score_codex":0.000087135086,"about_ca_system_score_gemma":0.000008984693,"threshold_uncertainty_score":0.48477188},"labels":[],"label_agreement":null},{"id":"W4296112062","doi":"10.1007/s00170-022-10007-7","title":"Dynamic errors compensation of high-speed coordinate measuring machines using ANN-based predictive modeling","year":2022,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Coordinate-measuring machine; Metrology; Artificial neural network; Computer science; Taguchi methods; Observational error; Machine tool; Accuracy and precision; Control engineering; Engineering; Control theory (sociology); Machine learning; Artificial intelligence; Mechanical engineering","score_opus":0.016692818231149428,"score_gpt":0.2503010230823321,"score_spread":0.23360820485118267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296112062","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":[0.7348094,0.0002913193,0.26349208,0.000375207,0.000704451,0.00011948164,0.000012323427,0.00016828631,0.000027465368],"genre_scores_gemma":[0.97683144,0.00005498788,0.022998141,0.00003092825,0.000031775275,0.000008917809,0.0000052951236,0.000033826607,0.0000046956884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985809,0.00004205871,0.0005412301,0.00013206739,0.0005047937,0.00019896904],"domain_scores_gemma":[0.999031,0.00006247528,0.0004250328,0.00019405782,0.00026204434,0.000025379495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004562582,0.00017529195,0.00030291517,0.00083156594,0.00012716584,0.00000808221,0.0008464351,0.00006611583,0.00001916972],"category_scores_gemma":[0.00006844628,0.00015396842,0.00010058385,0.0001591929,0.00009055428,0.00019162649,0.00015463826,0.00062999176,2.2667732e-7],"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":[0.00020645371,0.000024865552,0.00011870298,0.000009370307,0.00013494986,0.000013078391,0.00004206599,0.8168233,0.1781048,0.000110202025,0.0000031396742,0.004409048],"study_design_scores_gemma":[0.00085588807,0.00015799944,0.00016422136,0.00006270179,0.000046932575,0.000117836345,0.00022253151,0.6243631,0.35903737,0.014769028,0.000072215385,0.00013014795],"about_ca_topic_score_codex":0.0000131775605,"about_ca_topic_score_gemma":0.000007900358,"teacher_disagreement_score":0.24202204,"about_ca_system_score_codex":0.0005242572,"about_ca_system_score_gemma":0.000040546332,"threshold_uncertainty_score":0.62786496},"labels":[],"label_agreement":null},{"id":"W4296626317","doi":"10.1016/j.procir.2022.09.045","title":"Prompt uncertainty estimation with GUM framework for on-machine tool coordinate metrology","year":2022,"lang":"en","type":"article","venue":"Procedia CIRP","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Metrology; Coordinate-measuring machine; Covariance matrix; Measurement uncertainty; Gauge (firearms); Machine tool; Point (geometry); Matrix (chemical analysis); Computer science; Algorithm; Uncertainty analysis; Covariance; Mathematics; Engineering; Statistics; Simulation; Mechanical engineering; Geometry; Materials science","score_opus":0.011488803679081349,"score_gpt":0.24394119364818936,"score_spread":0.23245238996910803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296626317","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":[0.03887568,0.0002936719,0.95691705,0.0004779544,0.00032356326,0.0010979492,0.000042578067,0.0010346923,0.0009368476],"genre_scores_gemma":[0.8964379,0.000008391073,0.1009498,0.00025640574,0.00006211862,0.0021265128,0.000057008943,0.000043832857,0.00005802905],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999146,0.00001763046,0.00015625435,0.0002210303,0.00016496245,0.00029413603],"domain_scores_gemma":[0.99954927,0.00013285635,0.000054061766,0.0001731605,0.0000532778,0.000037396192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002700344,0.00016483827,0.00020546619,0.00013393663,0.00016147997,0.000008763099,0.00015084168,0.00006837569,0.00005400932],"category_scores_gemma":[0.0002041594,0.00014978499,0.000038778955,0.00020248935,0.000029872861,0.000074034055,0.000025899224,0.0003404922,0.0000034184488],"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":[0.0017307557,0.00033019215,0.005618713,0.0005919912,0.00039591425,0.000017166021,0.00075919554,0.79444087,0.006761862,0.07567151,0.00657206,0.10710975],"study_design_scores_gemma":[0.0038446835,0.0061441152,0.0014681288,0.0000964612,0.00027881996,0.00005844768,0.00015404625,0.61400557,0.032768935,0.25834075,0.08135843,0.0014816407],"about_ca_topic_score_codex":0.0000015323797,"about_ca_topic_score_gemma":0.000003053096,"teacher_disagreement_score":0.85756224,"about_ca_system_score_codex":0.00014057873,"about_ca_system_score_gemma":0.000025957077,"threshold_uncertainty_score":0.61080545},"labels":[],"label_agreement":null},{"id":"W4297997846","doi":"10.5539/jmr.v14n5p36","title":"Extended Sine and Cosine Functions for Scalene Triangles","year":2022,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sine; Mathematics; Trigonometric functions; Computation; Sine and cosine transforms; Mathematical analysis; Combinatorics; Geometry; Algorithm; Fourier transform","score_opus":0.1253073938306389,"score_gpt":0.3801268874655627,"score_spread":0.25481949363492384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297997846","genre_codex":"methods","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":[0.34705383,0.0065141916,0.6403367,0.001471893,0.00045384435,0.0009664443,0.000045050616,0.00014731773,0.0030107517],"genre_scores_gemma":[0.905665,0.00040954683,0.09250866,0.000014247776,0.00018908965,0.00010250213,0.0000027440603,0.000039556522,0.001068648],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991082,0.000041567142,0.00025451573,0.000046715104,0.00037870565,0.00017032662],"domain_scores_gemma":[0.9992624,0.00031550485,0.00005340959,0.00008906074,0.00022338115,0.000056278364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023721862,0.000054899643,0.00016885172,0.00032625353,0.00016147306,0.000013487997,0.00011448811,0.000024198163,0.00006277553],"category_scores_gemma":[0.0002784567,0.000047149442,0.00004778477,0.00016604552,0.000043103566,0.000065095,0.00004237021,0.00034425154,6.303871e-7],"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":[0.0007900214,0.001988795,0.00041344218,0.0019186644,0.00078812975,0.000086358574,0.0020841928,0.0062839277,0.6723243,0.014785228,0.19978493,0.098751985],"study_design_scores_gemma":[0.011506047,0.009014712,0.0011821091,0.00047562603,0.00030795176,0.0012739106,0.010972058,0.06572401,0.13603508,0.34619212,0.41644958,0.0008667807],"about_ca_topic_score_codex":1.7848222e-7,"about_ca_topic_score_gemma":7.5922406e-7,"teacher_disagreement_score":0.55861115,"about_ca_system_score_codex":0.00008638599,"about_ca_system_score_gemma":0.000024895575,"threshold_uncertainty_score":0.19226983},"labels":[],"label_agreement":null},{"id":"W4300539531","doi":"10.17615/gwpa-8624","title":"Subject–Motion Correction in HARDI Acquisitions: Choices and Consequences","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; Children's Hospital of Philadelphia; National Institute on Drug Abuse; University of Alberta; University of Washington; National Institutes of Health","keywords":"Motion (physics); Subject (documents); Computer science; Artificial intelligence; Library science","score_opus":0.022405065181779062,"score_gpt":0.2359747833499861,"score_spread":0.21356971816820702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300539531","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":[0.7392608,0.0024476727,0.21437919,0.0014742468,0.00075737323,0.00047814142,0.000003477715,0.0025535822,0.038645536],"genre_scores_gemma":[0.99729514,0.00025121387,0.0021245661,0.0002410399,0.000036798145,0.00001799155,0.0000022594356,0.0000053384633,0.00002564711],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997034,0.000011727838,0.00008175801,0.0000848936,0.00004009573,0.000078116245],"domain_scores_gemma":[0.9999005,0.000021450853,0.000008836947,0.000029794175,0.000011165351,0.000028234284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006279488,0.00005484787,0.000073426425,0.000049053706,0.000018378956,0.000008635911,0.00001850874,0.00003861261,0.000062699924],"category_scores_gemma":[0.00003722687,0.00005316011,0.000009741117,0.00009075761,0.000030256657,0.00015339395,0.000004941137,0.00006906324,0.0000050078074],"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":[0.0000680407,0.00004753106,0.18390743,0.00019328839,0.00006719423,0.000029735424,0.001103851,0.0063918754,0.716951,0.0046299137,0.009817161,0.07679293],"study_design_scores_gemma":[0.0014358808,0.0003867131,0.13479075,0.000107126696,0.00004423474,0.00004124843,0.0006512152,0.038152594,0.79498976,0.010564692,0.01809245,0.0007433225],"about_ca_topic_score_codex":0.000013240784,"about_ca_topic_score_gemma":0.000048668837,"teacher_disagreement_score":0.25803435,"about_ca_system_score_codex":0.000017424223,"about_ca_system_score_gemma":0.0000027476315,"threshold_uncertainty_score":0.21678063},"labels":[],"label_agreement":null},{"id":"W4302012041","doi":"10.32920/ryerson.14668449","title":"FPCB magnetic micromirror for laser marking/engraving systems","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"CMC Microsystems","keywords":"Engraving; Laser scanning; Microelectromechanical systems; Laser; Scanner; Materials science; Optics; Polyimide; Substrate (aquarium); Optoelectronics; Nanotechnology; Physics","score_opus":0.026084088736962753,"score_gpt":0.2554455726160458,"score_spread":0.22936148387908303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302012041","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":[0.113325104,0.041460104,0.6987535,0.00030788916,0.02285712,0.011885405,0.00048244133,0.01435737,0.09657109],"genre_scores_gemma":[0.7030576,0.0014124677,0.26055557,0.00020865182,0.0007542346,0.009867743,0.0005600859,0.00054123555,0.023042407],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987286,0.000033034903,0.0003449348,0.0003695894,0.00013663476,0.0003872501],"domain_scores_gemma":[0.999288,0.00007525427,0.00006387319,0.0004575834,0.00005391982,0.00006132475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000398059,0.00033133815,0.00041642008,0.00021355976,0.000079072764,0.000044227327,0.00035293464,0.00026233098,0.00035392793],"category_scores_gemma":[0.000029545374,0.00035351393,0.00017068605,0.00006759786,0.000020860176,0.000034903263,0.00026420024,0.000573897,0.000006497312],"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":[0.0005952544,0.0004537026,0.005051102,0.02505424,0.0022190895,0.00010212129,0.0007752585,0.13791667,0.43479344,0.010897556,0.3041833,0.07795824],"study_design_scores_gemma":[0.00070897903,0.00022621224,0.00014024846,0.0002151548,0.00022301692,0.000010712423,0.00014245171,0.017839998,0.020484367,0.003055789,0.95575327,0.0011998046],"about_ca_topic_score_codex":0.000014479846,"about_ca_topic_score_gemma":0.000010141387,"teacher_disagreement_score":0.65156996,"about_ca_system_score_codex":0.00023388915,"about_ca_system_score_gemma":0.00002536369,"threshold_uncertainty_score":0.9998917},"labels":[],"label_agreement":null},{"id":"W4302282570","doi":"10.32920/ryerson.14668449.v1","title":"FPCB magnetic micromirror for laser marking/engraving systems","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"CMC Microsystems","keywords":"Engraving; Laser scanning; Microelectromechanical systems; Laser; Scanner; Materials science; Optics; Substrate (aquarium); Polyimide; Computer science; Optoelectronics; Nanotechnology; Physics","score_opus":0.026084088736962753,"score_gpt":0.2554455726160458,"score_spread":0.22936148387908303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302282570","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":[0.113325104,0.041460104,0.6987535,0.00030788916,0.02285712,0.011885405,0.00048244133,0.01435737,0.09657109],"genre_scores_gemma":[0.7030576,0.0014124677,0.26055557,0.00020865182,0.0007542346,0.009867743,0.0005600859,0.00054123555,0.023042407],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987286,0.000033034903,0.0003449348,0.0003695894,0.00013663476,0.0003872501],"domain_scores_gemma":[0.999288,0.00007525427,0.00006387319,0.0004575834,0.00005391982,0.00006132475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000398059,0.00033133815,0.00041642008,0.00021355976,0.000079072764,0.000044227327,0.00035293464,0.00026233098,0.00035392793],"category_scores_gemma":[0.000029545374,0.00035351393,0.00017068605,0.00006759786,0.000020860176,0.000034903263,0.00026420024,0.000573897,0.000006497312],"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":[0.0005952544,0.0004537026,0.005051102,0.02505424,0.0022190895,0.00010212129,0.0007752585,0.13791667,0.43479344,0.010897556,0.3041833,0.07795824],"study_design_scores_gemma":[0.00070897903,0.00022621224,0.00014024846,0.0002151548,0.00022301692,0.000010712423,0.00014245171,0.017839998,0.020484367,0.003055789,0.95575327,0.0011998046],"about_ca_topic_score_codex":0.000014479846,"about_ca_topic_score_gemma":0.000010141387,"teacher_disagreement_score":0.65156996,"about_ca_system_score_codex":0.00023388915,"about_ca_system_score_gemma":0.00002536369,"threshold_uncertainty_score":0.9998917},"labels":[],"label_agreement":null},{"id":"W4307730047","doi":"10.1007/s00170-022-10324-x","title":"Estimation of an elasto-geometric model exploiting a loaded circular test on a machine tool","year":2022,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; VINNOVA","keywords":"Industrial and production engineering; Estimation; Mathematics; Test (biology); Engineering; Computer science; Algorithm; Mathematical optimization; Engineering drawing; Mechanical engineering; Geology","score_opus":0.0124009835443912,"score_gpt":0.24332535085478502,"score_spread":0.2309243673103938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307730047","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":[0.7672382,0.00018917608,0.23161137,0.0003168891,0.00025074198,0.00010750525,0.000012040402,0.00018364207,0.000090441834],"genre_scores_gemma":[0.97609675,0.000069370144,0.023647293,0.000071946524,0.000037190726,0.000030827978,0.000005186068,0.000028457238,0.000013006675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870175,0.000020090578,0.00047373204,0.000122345,0.00050497305,0.00017713112],"domain_scores_gemma":[0.9991586,0.00012213828,0.00036054957,0.00023292527,0.00010083828,0.000024937299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042377805,0.00014865192,0.00023084495,0.0012059017,0.00008674593,0.00000882751,0.00088287034,0.00005783534,0.00002392522],"category_scores_gemma":[0.00026776188,0.00012765257,0.00008205522,0.0002353402,0.0000571566,0.00023579842,0.00013116433,0.0006443093,8.2862203e-7],"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":[0.00007759482,0.0000661446,0.00002211684,0.0000065405075,0.000058647314,0.00001843277,0.000036832098,0.7874618,0.13577296,0.00019549877,0.000014235039,0.07626919],"study_design_scores_gemma":[0.00067616,0.0004390886,0.00005886893,0.000030706862,0.000022382055,0.00023258667,0.00012422494,0.086095594,0.8912426,0.020638766,0.00032036123,0.00011865941],"about_ca_topic_score_codex":7.367307e-7,"about_ca_topic_score_gemma":5.8546306e-7,"teacher_disagreement_score":0.7554697,"about_ca_system_score_codex":0.0003022366,"about_ca_system_score_gemma":0.00002436255,"threshold_uncertainty_score":0.5205521},"labels":[],"label_agreement":null},{"id":"W4317619342","doi":"10.1093/jcag/gwac038","title":"From Strength to Strength: A New Era for <i>JCAG</i>","year":2023,"lang":"en","type":"editorial","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics","score_opus":0.009050810854447977,"score_gpt":0.23542413976781315,"score_spread":0.22637332891336517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317619342","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074016666,0.0000524762,0.002084578,0.0043908753,0.9837163,0.0003589879,0.0018615664,0.0000615093,0.00007201245],"genre_scores_gemma":[0.02085605,0.00028543192,0.012212083,0.00076240394,0.9623439,0.000044952394,0.00028570805,0.00026044756,0.0029490707],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980972,0.0001039557,0.0006937225,0.00013882249,0.00047087768,0.0004954155],"domain_scores_gemma":[0.9974314,0.0006262357,0.0008869045,0.00021453494,0.000511914,0.0003290141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007596398,0.00022621542,0.0006815215,0.00044257293,0.000057474805,0.000020570997,0.0006066358,0.0006486621,0.000015606567],"category_scores_gemma":[0.0028408729,0.00020424435,0.00033054705,0.00013606758,0.000017594235,0.00006604473,0.000028616134,0.00090563163,0.0000032941261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010651841,0.0000074480945,0.0018016917,0.000014874799,0.00045287266,0.0000020107389,0.000088358865,0.0006004268,0.00015589352,0.0000026870955,0.9964342,0.00033303257],"study_design_scores_gemma":[0.0013142884,0.000600524,0.0008059633,0.00013417417,0.0002637588,7.1877184e-7,0.000020894542,0.00003032202,0.00023026318,0.0005566898,0.99593,0.000112399815],"about_ca_topic_score_codex":0.0034561118,"about_ca_topic_score_gemma":0.47225472,"teacher_disagreement_score":0.46879864,"about_ca_system_score_codex":0.0021064924,"about_ca_system_score_gemma":0.00072828215,"threshold_uncertainty_score":0.83288425},"labels":[],"label_agreement":null},{"id":"W4323538425","doi":"10.1117/12.2647283","title":"Multiaxis applications of a cryogenic range-resolved laser interferometer","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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 Lethbridge","funders":"","keywords":"Interferometry; Detector; Optics; Metrology; Laser; Dynamic range; Astronomical interferometer; Direct-conversion receiver; Spectrometer; Physics; Amplifier; Electronic engineering; Computer science; Optoelectronics; Engineering","score_opus":0.019228998986870884,"score_gpt":0.2523326462011511,"score_spread":0.2331036472142802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323538425","genre_codex":"methods","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":[0.11931279,0.00018423997,0.86480767,0.000049309696,0.00009757297,0.0004495091,0.000010533617,0.002548101,0.012540268],"genre_scores_gemma":[0.9894127,0.00007504997,0.009189786,0.00002203841,0.000020620217,0.00024993194,0.00000858573,0.00001836136,0.0010029029],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99959457,0.000005772459,0.00013059199,0.00008066516,0.00006150897,0.00012687634],"domain_scores_gemma":[0.9997347,0.000029467032,0.000011741349,0.00016944241,0.000028658755,0.000025980393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009011779,0.00006802974,0.00010464243,0.00016733842,0.000012389668,0.00000194414,0.000089356414,0.00004651238,0.00012066053],"category_scores_gemma":[0.000010516031,0.000061853374,0.0000492033,0.00029634123,0.000025756319,0.00004182211,0.000019664625,0.000056319852,0.00008401625],"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":[0.000033898268,0.00006557123,0.00530937,0.0001646668,0.00022295731,0.0000024780784,0.00024766245,0.002066655,0.8966028,0.0005595902,0.018327016,0.076397315],"study_design_scores_gemma":[0.0006867139,0.00007888436,0.003193729,0.000018771998,0.000039552575,0.0000012189668,0.00007796278,0.006824522,0.9269816,0.0015030595,0.060333297,0.00026063764],"about_ca_topic_score_codex":0.00000249014,"about_ca_topic_score_gemma":0.000012781747,"teacher_disagreement_score":0.8700999,"about_ca_system_score_codex":0.000013112603,"about_ca_system_score_gemma":0.0000022693605,"threshold_uncertainty_score":0.25223073},"labels":[],"label_agreement":null},{"id":"W4360853309","doi":"10.1139/tcsme-2022-0116","title":"Adaptive group-wise modeling of thermally induced errors of a turning center","year":2023,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Machining; Toolbox; MATLAB; Thermal; Computer science; Process (computing); Machine tool; Algorithm; Software; Engineering; Mechanical engineering","score_opus":0.029761567098525142,"score_gpt":0.2236145094640966,"score_spread":0.19385294236557146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360853309","genre_codex":"methods","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":[0.15774825,0.000057600417,0.841216,0.000049890783,0.00026357447,0.0003374664,0.00008917567,0.00018721921,0.000050780603],"genre_scores_gemma":[0.9845577,0.000021692314,0.015305262,0.000009729842,0.00001298642,0.000043921733,0.0000036994625,0.000037508205,0.0000074955165],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992561,0.0000058353044,0.00026460533,0.000095549985,0.00012025433,0.0002576965],"domain_scores_gemma":[0.99960274,0.000044118675,0.000038258066,0.00017011602,0.000062557934,0.000082203595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022531512,0.000119131924,0.00021889865,0.000101193036,0.00005570813,0.0000018519282,0.00019117806,0.00014243419,0.000005333624],"category_scores_gemma":[0.000020254172,0.000112499314,0.00042324793,0.0003452878,0.000019697323,0.00006910498,0.0000051747465,0.00021594508,1.519746e-7],"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":[0.0000067462215,0.0000074404584,0.0000033921194,0.000122632,0.00017378479,9.346519e-8,0.00030558446,0.7699954,0.22801988,0.0006685966,0.000011988847,0.0006844508],"study_design_scores_gemma":[0.0002872152,0.000052389674,0.000018148707,0.00010385091,0.00006340182,7.3735737e-7,0.0001822988,0.9109215,0.087952,0.00025109242,0.000060059843,0.0001072892],"about_ca_topic_score_codex":0.00068532815,"about_ca_topic_score_gemma":0.002417562,"teacher_disagreement_score":0.82680947,"about_ca_system_score_codex":0.00012912722,"about_ca_system_score_gemma":0.000044682612,"threshold_uncertainty_score":0.4587589},"labels":[],"label_agreement":null},{"id":"W4361295293","doi":"10.1016/j.ijmachtools.2023.104017","title":"Machine tool calibration: Measurement, modeling, and compensation of machine tool errors","year":2023,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":234,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Machine tool; Calibration; Compensation (psychology); Computer science; Point (geometry); Machine learning; Artificial intelligence; Kinematics; Coordinate-measuring machine; Control engineering; Engineering; Mechanical engineering; Mathematics; Statistics","score_opus":0.030437015305779448,"score_gpt":0.2658467064695686,"score_spread":0.23540969116378915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361295293","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":[0.6826029,0.0046872543,0.30789918,0.0019687668,0.0012428967,0.00035463332,0.00024786525,0.00025565363,0.0007408535],"genre_scores_gemma":[0.9952926,0.0016796966,0.002584586,0.00013629411,0.00016664354,0.000004355332,0.00006562611,0.000024252318,0.000045920686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985875,0.000034398792,0.0005417708,0.00012875375,0.0005660705,0.00014153885],"domain_scores_gemma":[0.9993402,0.000042952128,0.00019908781,0.0000976031,0.00026248503,0.000057679114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060304167,0.00019269432,0.00029402424,0.0002974223,0.000043681503,0.0000461873,0.00018558868,0.00009260126,0.00005851417],"category_scores_gemma":[0.000109799345,0.00015775619,0.00008071226,0.000078148376,0.00003493567,0.00044169332,0.00005328423,0.00030124822,8.8234987e-7],"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":[0.0015159376,0.0002884381,0.026253162,0.0005578582,0.0025775412,0.00023565453,0.0014794765,0.41310862,0.16260752,0.0066725803,0.0072160717,0.37748712],"study_design_scores_gemma":[0.0046498603,0.00050360546,0.02281756,0.00035264826,0.00024112524,0.0004152697,0.00009760971,0.88953954,0.043423627,0.015952727,0.021247258,0.0007591646],"about_ca_topic_score_codex":0.000016374435,"about_ca_topic_score_gemma":0.000034318185,"teacher_disagreement_score":0.47643092,"about_ca_system_score_codex":0.00005481897,"about_ca_system_score_gemma":0.000020476293,"threshold_uncertainty_score":0.6433111},"labels":[],"label_agreement":null},{"id":"W4362519067","doi":"10.1117/1.oe.62.3.035108","title":"Lens design distortion management using orthogonal polynomial functions","year":2023,"lang":"en","type":"article","venue":"Optical Engineering","topic":"Advanced Measurement and Metrology Techniques","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":"Université Laval","funders":"","keywords":"Distortion (music); Surface (topology); Ray tracing (physics); Orthogonal polynomials; Lens (geology); Polynomial; Optics; Computer science; Gauss; Algorithm; Mathematics; Mathematical analysis; Physics; Geometry; Telecommunications","score_opus":0.037823407004202565,"score_gpt":0.23112364170680638,"score_spread":0.19330023470260382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362519067","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":[0.053142276,0.000055993354,0.9417488,0.00001507412,0.0005822533,0.00014955146,0.0000024288634,0.0020915843,0.0022120455],"genre_scores_gemma":[0.91789216,0.000065376,0.08143417,0.0000101724745,0.00019160402,0.00006570196,0.000017707553,0.00006425278,0.00025887802],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923205,0.0000042434767,0.00015715596,0.0001421771,0.0001325083,0.00033183163],"domain_scores_gemma":[0.99975574,0.000029748231,0.00000866529,0.00012647206,0.000013610102,0.00006575921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015183326,0.00014022089,0.000121556055,0.00020605273,0.00005125497,0.000012800644,0.0000645183,0.00007318714,0.000014781441],"category_scores_gemma":[0.000019250927,0.00015574244,0.00005244676,0.0003193062,0.000015427911,0.00013369096,0.000026094467,0.00014742062,0.000056239216],"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":[0.000007490164,0.000008566338,0.00006135379,0.000039027946,0.000053384716,0.000020129188,0.000009579448,0.93390197,0.06006274,0.0005016099,0.0014801361,0.0038540084],"study_design_scores_gemma":[0.00038036727,0.000053031737,0.0027817641,0.000055961442,0.00009368046,0.00001365713,0.000018029124,0.95510995,0.017329035,0.000039460974,0.023673767,0.00045129086],"about_ca_topic_score_codex":2.7073892e-7,"about_ca_topic_score_gemma":2.7075455e-7,"teacher_disagreement_score":0.86474985,"about_ca_system_score_codex":0.00012731056,"about_ca_system_score_gemma":0.0000045443953,"threshold_uncertainty_score":0.63509923},"labels":[],"label_agreement":null},{"id":"W4366773931","doi":"10.3390/machines11040496","title":"Deep Learning to Directly Predict Compensation Values of Thermally Induced Volumetric Errors","year":2023,"lang":"en","type":"article","venue":"Machines","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compensation (psychology); Workspace; Moment (physics); Phase (matter); Sequence (biology); Computer science; Point (geometry); Power (physics); Quality (philosophy); Control theory (sociology); Artificial intelligence; Simulation; Algorithm; Mathematics; Physics; Geometry; Chemistry","score_opus":0.020592687134178486,"score_gpt":0.26234523745338234,"score_spread":0.24175255031920384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366773931","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":[0.9792834,0.0001477442,0.015960786,0.000029139555,0.00020970349,0.00016070185,0.0000012157831,0.0014360511,0.0027712889],"genre_scores_gemma":[0.99735147,0.000036701447,0.0023188866,0.000014968616,0.000050002418,0.000026078096,0.000013363705,0.000028866845,0.00015966524],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993754,0.000036343597,0.00016503563,0.00010830107,0.00014867823,0.00016620944],"domain_scores_gemma":[0.9997216,0.00005744403,0.000032277894,0.000106761436,0.000044118802,0.000037805592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002695825,0.000106434134,0.0001637534,0.00042162786,0.000043650678,0.0000055957926,0.00010611965,0.000055147855,0.000019242185],"category_scores_gemma":[0.00019545972,0.000100182275,0.000038414993,0.0007488727,0.00001166573,0.00006842328,0.000028507267,0.00012613233,0.000022778591],"study_design_candidate":"observational","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":[0.000026071988,0.000018299834,0.15487792,0.00008200442,0.00007234611,0.0000032105277,0.0010612643,0.13145578,0.55727977,0.000054456308,0.0003602651,0.15470862],"study_design_scores_gemma":[0.00040357912,0.00030107461,0.6304212,0.000055141147,0.00004358293,0.0000016614633,0.00012155146,0.2647412,0.10117568,0.0007075716,0.0016922016,0.0003355288],"about_ca_topic_score_codex":0.00001760194,"about_ca_topic_score_gemma":0.000019179171,"teacher_disagreement_score":0.4755433,"about_ca_system_score_codex":0.000023659211,"about_ca_system_score_gemma":0.0000035307173,"threshold_uncertainty_score":0.40853146},"labels":[],"label_agreement":null},{"id":"W4378364862","doi":"10.2139/ssrn.4460554","title":"A Multi-Function Integrated Pvdf Transducer for Fault Detection and Speed Measurement of Cylindrical Roller Bearings","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transducer; Fault (geology); Acoustics; Function (biology); Fault detection and isolation; Force transducer; Materials science; Engineering; Physics; Electrical engineering; Geology; Actuator; Seismology","score_opus":0.03782216349091382,"score_gpt":0.2617000923722565,"score_spread":0.22387792888134267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378364862","genre_codex":"methods","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":[0.09784461,0.0024322933,0.89784,0.00006661129,0.0007507814,0.0006663059,0.0000074977684,0.00036595762,0.000025906362],"genre_scores_gemma":[0.9911555,0.004251768,0.0040570362,0.000007623985,0.00017573584,0.00008432201,0.000012856896,0.000098408134,0.00015676682],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99764305,0.000049795788,0.00052851555,0.00030454336,0.00035488352,0.0011191966],"domain_scores_gemma":[0.99918467,0.000027325666,0.00017915986,0.00015951638,0.00037579844,0.000073541916],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022049085,0.0003316705,0.00047278916,0.00039302086,0.000089598056,0.000025258301,0.00015790798,0.00043939255,0.000003527925],"category_scores_gemma":[0.0001255632,0.00031050816,0.00023046709,0.00014911685,0.000040315284,0.000087843706,0.000033828273,0.0029077318,0.0000013896155],"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":[0.0015218803,0.00021269638,0.00064620766,0.00062335876,0.00344879,0.0000025806494,0.00045225502,0.039641116,0.80669284,0.0005227433,0.00009314432,0.14614241],"study_design_scores_gemma":[0.01990485,0.0064087333,0.009699882,0.0018283912,0.004169398,0.0003434046,0.0025476858,0.36311498,0.3023445,0.27780864,0.007999371,0.003830159],"about_ca_topic_score_codex":0.000035282206,"about_ca_topic_score_gemma":0.000954504,"teacher_disagreement_score":0.893783,"about_ca_system_score_codex":0.0014500592,"about_ca_system_score_gemma":0.00039398693,"threshold_uncertainty_score":0.9999347},"labels":[],"label_agreement":null},{"id":"W4383109233","doi":"10.1109/icra48891.2023.10160445","title":"A Framework for Simultaneous Workpiece Registration in Robotic Machining Applications","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contouring; Machining; Computer science; Controller (irrigation); Benchmark (surveying); Stability (learning theory); Robot; Static random-access memory; Control theory (sociology); Control engineering; Artificial intelligence; Engineering; Control (management); Mechanical engineering; Computer hardware","score_opus":0.03433277791893163,"score_gpt":0.30915614742298675,"score_spread":0.2748233695040551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383109233","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":[0.0015835894,0.00007635833,0.9941184,0.000110544024,0.000053724205,0.00040433058,8.535156e-7,0.0013513453,0.0023008408],"genre_scores_gemma":[0.79769826,0.00004751203,0.20132904,0.000036479752,0.000045116565,0.0005374988,0.000016637632,0.000017698541,0.0002717717],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995648,0.0000044185326,0.00012310245,0.00010069371,0.000047109985,0.00015987101],"domain_scores_gemma":[0.99958783,0.00024862672,0.000013233068,0.00011587956,0.000014288967,0.000020114936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013172186,0.00006454219,0.000080459366,0.000105253326,0.000029745766,0.000007544003,0.000054369233,0.0000764621,0.000006152805],"category_scores_gemma":[0.000115410854,0.000068330526,0.000020793255,0.00031161914,0.000009086929,0.000041815303,0.0000053444674,0.000104374834,0.000014225324],"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":[0.000012113844,0.000016810474,0.0011140725,0.000069412425,0.000015171009,0.0000035310002,0.00011648713,0.8684069,0.0051664994,0.067535155,0.0007206152,0.05682324],"study_design_scores_gemma":[0.00034398495,0.000061001738,0.0006541799,0.000078057914,0.000018302391,0.0000022905813,0.00013322149,0.7550136,0.005194764,0.21632591,0.02183376,0.00034092707],"about_ca_topic_score_codex":0.000001164998,"about_ca_topic_score_gemma":0.000027493323,"teacher_disagreement_score":0.7961147,"about_ca_system_score_codex":0.00003430731,"about_ca_system_score_gemma":0.0000043248656,"threshold_uncertainty_score":0.2786438},"labels":[],"label_agreement":null},{"id":"W4385688507","doi":"10.1088/1681-7575/acee82","title":"Phase shifting angle interferometer","year":2023,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"Interferometry; Optics; Phase angle (astronomy); Phase (matter); Viewing angle; Surface (topology); Acceptance angle; Physics; Gauge (firearms); Plane (geometry); Materials science; Geometry; Mathematics","score_opus":0.038512351598145665,"score_gpt":0.293937248111477,"score_spread":0.25542489651333133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385688507","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":[0.93135834,0.00021006944,0.05594557,0.000059435097,0.00043610705,0.00010719117,0.000004770863,0.0042681703,0.007610363],"genre_scores_gemma":[0.9951279,0.00003735194,0.0043839524,0.000092533504,0.000075039556,0.000048870155,0.000014288313,0.000028138986,0.00019190705],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992669,0.00002046595,0.00015068725,0.00014168855,0.00009081223,0.00032942745],"domain_scores_gemma":[0.9996956,0.000051081777,0.000017282382,0.00017497172,0.000018108576,0.000042968415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003457093,0.00012145439,0.00016267363,0.00030645632,0.00003777773,0.000010960549,0.00014277948,0.00008822634,0.00008670286],"category_scores_gemma":[0.00009680476,0.00011057967,0.000053611373,0.0005008752,0.000029716583,0.00009273993,0.000037788544,0.00016995432,0.00022885835],"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":[0.00007210618,0.00013821777,0.010690759,0.00006709592,0.0001971915,0.00008784217,0.00023831868,0.0010602211,0.820435,0.0006350237,0.03466257,0.13171566],"study_design_scores_gemma":[0.005871513,0.0026879767,0.011222517,0.000051939718,0.0001314238,0.000018416573,0.0002175542,0.031841528,0.7996636,0.008803937,0.13815723,0.0013323688],"about_ca_topic_score_codex":6.7078923e-7,"about_ca_topic_score_gemma":0.0000016522456,"teacher_disagreement_score":0.1303833,"about_ca_system_score_codex":0.000036605998,"about_ca_system_score_gemma":0.0000024433627,"threshold_uncertainty_score":0.4509308},"labels":[],"label_agreement":null},{"id":"W4385900459","doi":"10.23977/jemm.2023.080304","title":"Research on a Machine Measurement Calibration Method Based on Laser Displacement Measurement","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Calibration; Fixture; Displacement (psychology); Machining; Machine tool; Robot; Computer science; Process (computing); Laser tracker; Position (finance); Orientation (vector space); Aerospace; Engineering; Laser; Artificial intelligence; Mechanical engineering","score_opus":0.06397077989178701,"score_gpt":0.3155961444172132,"score_spread":0.25162536452542617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385900459","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":[0.005397664,0.00048595268,0.9920139,0.00040801466,0.00082919234,0.00028422556,0.000008086372,0.00029719138,0.00027580463],"genre_scores_gemma":[0.9896629,0.00031707744,0.0096217785,0.00009334958,0.00017953786,0.000036167294,0.0000044068806,0.000068795955,0.00001597596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99739766,0.0001084683,0.00043209354,0.00018139754,0.0015039727,0.0003764321],"domain_scores_gemma":[0.99911624,0.0001293168,0.00007804202,0.00021324458,0.00029567874,0.00016745763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00691009,0.00024321942,0.0003125216,0.0009867866,0.00008127651,0.000035980185,0.00015496546,0.00010556987,0.000010390685],"category_scores_gemma":[0.0002734565,0.00020211426,0.000100491445,0.0004547888,0.0000055083347,0.000100782134,0.000029722882,0.0006892057,0.0000031079128],"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":[0.00014604982,0.00007719294,0.000014933303,0.00013943196,0.00010813979,0.00003298822,0.000030438061,0.9242537,0.064743645,0.0036056808,0.0024452044,0.004402605],"study_design_scores_gemma":[0.00083952455,0.0007757249,0.00011784001,0.00031036383,0.000038077986,0.0000074590375,0.000018820558,0.95978445,0.03130682,0.00087514723,0.005718651,0.00020710105],"about_ca_topic_score_codex":0.000002651029,"about_ca_topic_score_gemma":0.0000047869144,"teacher_disagreement_score":0.98426527,"about_ca_system_score_codex":0.00035583662,"about_ca_system_score_gemma":0.000042203046,"threshold_uncertainty_score":0.82419807},"labels":[],"label_agreement":null},{"id":"W4386215797","doi":"10.32920/24043443","title":"An Investigation of Enhanced Lubrication Frequency and Wear Monitoring on ACME Screws","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Downtime; Lubrication; Thread (computing); Point (geometry); Automotive engineering; Mechanical engineering; Engineering; Simulation; Reliability engineering; Mathematics","score_opus":0.05599420819802789,"score_gpt":0.2957409293618978,"score_spread":0.23974672116386989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386215797","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":[0.90220225,0.00017223695,0.09422088,0.000028698501,0.0003590371,0.0003400512,0.000004956435,0.0012924889,0.0013793997],"genre_scores_gemma":[0.95529485,0.0006686951,0.043703955,0.0000062603444,0.00011075239,0.0000999191,0.000028755048,0.00003775073,0.000049074493],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923396,0.000025199593,0.00023929584,0.00023993004,0.0001362337,0.00012540903],"domain_scores_gemma":[0.99950767,0.000027124835,0.00007680327,0.0002776568,0.000057334903,0.000053387703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020866752,0.00016418038,0.00020350705,0.00020509167,0.000021688467,0.000010961089,0.0001238715,0.0002248761,0.000004164578],"category_scores_gemma":[0.000032868124,0.0001707756,0.000027092032,0.00009227271,0.000034246394,0.000099199206,0.0000387503,0.00027486106,0.000004175001],"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":[0.000003884547,0.0000058495584,0.0072768396,0.00015627031,0.00002559871,3.4000945e-7,0.00022529387,0.0030365959,0.9851379,0.0003817244,0.000025736796,0.003723975],"study_design_scores_gemma":[0.00008375187,0.000079995116,0.028951153,0.0002041678,0.000020384992,1.879452e-7,0.000042517117,0.0010106462,0.95119125,0.018229477,0.0000052538053,0.00018123537],"about_ca_topic_score_codex":0.000028628334,"about_ca_topic_score_gemma":0.0000053406757,"teacher_disagreement_score":0.053092584,"about_ca_system_score_codex":0.00006421356,"about_ca_system_score_gemma":0.000013571892,"threshold_uncertainty_score":0.69640267},"labels":[],"label_agreement":null},{"id":"W4386215826","doi":"10.32920/24043443.v1","title":"An Investigation of Enhanced Lubrication Frequency and Wear Monitoring on ACME Screws","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Toronto Metropolitan University","funders":"","keywords":"Downtime; Computer science; Point (geometry); Thread (computing); Lubrication; Automotive engineering; Reliability engineering; Engineering; Simulation; Mechanical engineering; Mathematics","score_opus":0.05599420819802789,"score_gpt":0.2957409293618978,"score_spread":0.23974672116386989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386215826","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":[0.90220225,0.00017223695,0.09422088,0.000028698501,0.0003590371,0.0003400512,0.000004956435,0.0012924889,0.0013793997],"genre_scores_gemma":[0.95529485,0.0006686951,0.043703955,0.0000062603444,0.00011075239,0.0000999191,0.000028755048,0.00003775073,0.000049074493],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923396,0.000025199593,0.00023929584,0.00023993004,0.0001362337,0.00012540903],"domain_scores_gemma":[0.99950767,0.000027124835,0.00007680327,0.0002776568,0.000057334903,0.000053387703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020866752,0.00016418038,0.00020350705,0.00020509167,0.000021688467,0.000010961089,0.0001238715,0.0002248761,0.000004164578],"category_scores_gemma":[0.000032868124,0.0001707756,0.000027092032,0.00009227271,0.000034246394,0.000099199206,0.0000387503,0.00027486106,0.000004175001],"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":[0.000003884547,0.0000058495584,0.0072768396,0.00015627031,0.00002559871,3.4000945e-7,0.00022529387,0.0030365959,0.9851379,0.0003817244,0.000025736796,0.003723975],"study_design_scores_gemma":[0.00008375187,0.000079995116,0.028951153,0.0002041678,0.000020384992,1.879452e-7,0.000042517117,0.0010106462,0.95119125,0.018229477,0.0000052538053,0.00018123537],"about_ca_topic_score_codex":0.000028628334,"about_ca_topic_score_gemma":0.0000053406757,"teacher_disagreement_score":0.053092584,"about_ca_system_score_codex":0.00006421356,"about_ca_system_score_gemma":0.000013571892,"threshold_uncertainty_score":0.69640267},"labels":[],"label_agreement":null},{"id":"W4386730892","doi":"10.1088/1681-7575/acf9a8","title":"Autocollimators: plane angle measurand ambiguities and the impact of surface form","year":2023,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"National Research Council Canada","funders":"","keywords":"Surface (topology); Plane (geometry); Zernike polynomials; Mathematics; Interferometry; Monte Carlo method; Planar; Sensitivity (control systems); Optics; Geometry; Physics; Wavefront; Statistics; Computer science","score_opus":0.020588882245017974,"score_gpt":0.26255641914560424,"score_spread":0.24196753690058626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386730892","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":[0.9937804,0.00071889255,0.001924823,0.00004248132,0.000078583194,0.00038949703,0.00002027612,0.0007128746,0.002332196],"genre_scores_gemma":[0.9989265,0.00025327454,0.0006488141,0.000009535058,0.000020848458,0.00005452309,0.000006439595,0.000017015882,0.000063036365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993094,0.00004349931,0.00017729307,0.00009774884,0.000121908546,0.0002501029],"domain_scores_gemma":[0.99954134,0.00018260267,0.000040526542,0.00017175455,0.00003292156,0.000030830386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082785473,0.0001339309,0.00029334263,0.00010617585,0.000050055678,0.00001033549,0.00012020315,0.00008348719,0.000014037632],"category_scores_gemma":[0.00011197603,0.00007980702,0.0000830534,0.00029237624,0.00018438247,0.000077706885,0.000030700285,0.00012423692,0.000005640097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021416093,0.000119216726,0.57370913,0.000532997,0.0022383253,0.000043071446,0.002740542,0.06890505,0.28535083,0.0073644086,0.04538806,0.011466762],"study_design_scores_gemma":[0.014006109,0.0019893835,0.71666723,0.00010685096,0.0003113056,0.00005300358,0.0008594181,0.05679023,0.16493241,0.03913678,0.0038869632,0.0012603102],"about_ca_topic_score_codex":0.00003781488,"about_ca_topic_score_gemma":0.000010052323,"teacher_disagreement_score":0.1429581,"about_ca_system_score_codex":0.000035211586,"about_ca_system_score_gemma":0.000008450256,"threshold_uncertainty_score":0.32544357},"labels":[],"label_agreement":null},{"id":"W4386987346","doi":"10.3850/978-981-18-8071-1_p408-cd","title":"Uncertainty Quantification of Different Data Sources with Regard to a LSTM Analysis of Grinded Surfaces","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Computer science; Artificial intelligence; Image (mathematics); Artificial neural network; Surface roughness; Variance (accounting); Process (computing); Machine learning; Surface (topology); Pattern recognition (psychology); Data mining; Mathematics","score_opus":0.06040731764302158,"score_gpt":0.2915392702387609,"score_spread":0.23113195259573932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386987346","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":[0.9224264,0.000027862186,0.0767242,0.000042948705,0.000018482298,0.00011789913,0.000036287933,0.00030042164,0.00030547552],"genre_scores_gemma":[0.9970936,0.000049449347,0.002569578,0.0000047053445,0.0000038023786,0.000010504165,0.00015328107,0.000008735358,0.000106322754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993797,0.000014266415,0.00018794189,0.00015213051,0.00015659802,0.000109358356],"domain_scores_gemma":[0.999326,0.000047165668,0.000044844463,0.0004978685,0.00005595819,0.00002818392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020123833,0.00008113286,0.00025766468,0.00035498833,0.000012005406,0.000003265826,0.00021391652,0.00003223681,0.000016122787],"category_scores_gemma":[0.000029801848,0.000057590685,0.000029452593,0.00097244506,0.000025666946,0.000052366533,0.00004238565,0.0000367822,0.0000011621416],"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":[0.000090611764,0.000048609527,0.1585093,0.00010345794,0.0015348867,6.1623217e-7,0.00025310178,0.52617955,0.30895457,0.000695946,0.00081505603,0.002814343],"study_design_scores_gemma":[0.0003033961,0.00017467282,0.2959315,0.00004760166,0.0009764063,1.6425135e-7,0.000514756,0.17149425,0.52907467,0.00018375996,0.0010282898,0.00027051696],"about_ca_topic_score_codex":0.000039976494,"about_ca_topic_score_gemma":0.00080766267,"teacher_disagreement_score":0.35468528,"about_ca_system_score_codex":0.000012276792,"about_ca_system_score_gemma":0.0000043024415,"threshold_uncertainty_score":0.234848},"labels":[],"label_agreement":null},{"id":"W4387196568","doi":"10.1007/978-3-030-89862-5_204","title":"Light, Electromagnetic Spectrum","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Electromagnetic spectrum; Spectrum (functional analysis); Physics; Optics; Quantum mechanics","score_opus":0.01511011736266797,"score_gpt":0.20492953728489438,"score_spread":0.18981941992222642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387196568","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000057278503,0.0006839186,0.0027825488,0.00010506631,0.0003511389,0.0001656232,0.0000019883612,0.0045193867,0.9913846],"genre_scores_gemma":[0.000728271,0.0016619001,0.0014163203,0.00004760814,0.00023563078,0.000018709368,0.000013570892,0.00018123421,0.9956968],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992314,0.0000016216305,0.00017221035,0.00018599165,0.00013807938,0.00027069458],"domain_scores_gemma":[0.99964863,0.000013888886,0.000021383341,0.0002518209,0.000013479114,0.000050820574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057716257,0.000269349,0.00026069235,0.00021283807,0.00002021131,0.0000077300065,0.00013063551,0.00029249082,0.00076962414],"category_scores_gemma":[0.0000036759366,0.00026414427,0.00009436911,0.000026220017,0.0000128784695,0.000028010054,0.00002028497,0.00035687783,0.00095630396],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000086603095,0.000005240361,0.000003369815,0.00012822173,0.00026534084,0.00009211966,0.000014637931,0.000039843406,0.033464428,0.8056151,0.1527425,0.0076205074],"study_design_scores_gemma":[0.00009296734,0.00014921658,0.0000069442835,0.000046253754,0.000056208974,0.00000677996,4.951013e-7,0.000048212525,0.018734897,0.21542224,0.7650056,0.00043018596],"about_ca_topic_score_codex":4.8084934e-7,"about_ca_topic_score_gemma":0.00002755936,"teacher_disagreement_score":0.6122631,"about_ca_system_score_codex":0.000068363515,"about_ca_system_score_gemma":0.0000091631355,"threshold_uncertainty_score":0.9999811},"labels":[],"label_agreement":null},{"id":"W4389584818","doi":"10.17118/11143/21049","title":"Correction of the systematic errors of 3D scanner measurements by datafusion with CMM data","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Polytechnique Montréal","funders":"","keywords":"Computer science; Scanner; Systematic error; Sensor fusion; Fusion; Artificial intelligence; Information retrieval; Mathematics; Statistics","score_opus":0.0535149196536299,"score_gpt":0.2615315603777536,"score_spread":0.2080166407241237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584818","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":[0.61734545,0.0015132523,0.31325448,0.0001627965,0.005551899,0.0053626737,0.0002889233,0.0038398176,0.052680675],"genre_scores_gemma":[0.9982053,0.000029644198,0.0010241278,0.000007814842,0.000006930975,0.000018284485,0.00005495337,0.000017246575,0.00063569617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924976,0.00003228159,0.00021538686,0.0001106131,0.00028566032,0.00010628666],"domain_scores_gemma":[0.99920565,0.000025107116,0.00007554291,0.0006235163,0.000054633394,0.000015564823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046784687,0.000083724044,0.00018187467,0.0000658597,0.000021855578,0.0000021319754,0.00030886102,0.000038041755,0.000012751563],"category_scores_gemma":[0.00008221797,0.000048686838,0.000014234469,0.00033449684,0.00003192427,0.00012690974,0.000077874225,0.00006314915,0.0000029629277],"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":[0.000037165773,0.00006250552,0.011122174,0.0064508957,0.00025766162,4.0807652e-7,0.00014596942,0.008501064,0.83665615,0.000019935806,0.13549624,0.0012498511],"study_design_scores_gemma":[0.00062876235,0.00013474668,0.0019840838,0.0037791017,0.0002704982,0.0000037064217,0.000358869,0.069187276,0.922209,0.00002939736,0.0011498706,0.00026467818],"about_ca_topic_score_codex":0.000023951601,"about_ca_topic_score_gemma":0.00007486284,"teacher_disagreement_score":0.38085982,"about_ca_system_score_codex":0.000022532446,"about_ca_system_score_gemma":0.000009040201,"threshold_uncertainty_score":0.19853917},"labels":[],"label_agreement":null},{"id":"W4390901878","doi":"10.1016/j.jmapro.2024.01.021","title":"Sensorless loaded test for machine tool 2D compliance characterization using a tool-mounted roller bearing","year":2024,"lang":"en","type":"article","venue":"Journal of Manufacturing Processes","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Bearing (navigation); Ball (mathematics); Dynamometer; Rotary encoder; Interference fit; Machine tool; Displacement (psychology); Materials science; Parallelogram; Mechanical engineering; Servomotor; Acoustics; Encoder; Structural engineering; Engineering; Computer science; Geometry; Artificial intelligence; Physics; Hinge","score_opus":0.04129490005852383,"score_gpt":0.2921330953963196,"score_spread":0.2508381953377958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390901878","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":[0.644549,0.0011273485,0.3533406,0.000075857264,0.00040571613,0.000188743,0.00001796845,0.00026278503,0.00003198198],"genre_scores_gemma":[0.9876242,0.00024532437,0.011506363,0.000037642843,0.0003925564,0.000011757364,0.000009814026,0.000058183778,0.00011415976],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989592,0.000008738999,0.00045106115,0.00014423838,0.0001923495,0.00024441554],"domain_scores_gemma":[0.999399,0.00015187805,0.0001415838,0.000092618466,0.00017505081,0.00003988862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026254766,0.00020194447,0.0003003527,0.00025299558,0.00008045078,0.00011171014,0.00014554584,0.000085741754,0.000012101254],"category_scores_gemma":[0.00016418991,0.00017704902,0.00008229818,0.00014216015,0.000020204503,0.00059745647,0.000018062026,0.00027634585,0.0000017633356],"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":[0.0001617954,0.0000700839,0.00064774306,0.0057946662,0.000261181,0.00006116006,0.00034252158,0.04625903,0.9274756,0.000011172338,0.00013270168,0.018782388],"study_design_scores_gemma":[0.00038247564,0.0000710411,0.00085444684,0.00096442935,0.00008729552,0.00013541259,0.000015791531,0.010879249,0.975809,0.00024831432,0.010321332,0.00023121115],"about_ca_topic_score_codex":6.3716243e-7,"about_ca_topic_score_gemma":0.000001404521,"teacher_disagreement_score":0.34307522,"about_ca_system_score_codex":0.00013275063,"about_ca_system_score_gemma":0.000051858675,"threshold_uncertainty_score":0.721985},"labels":[],"label_agreement":null},{"id":"W4391104691","doi":"10.1115/1.4064518","title":"Evaluation of the Positioning Accuracy Along Helical Paths Using a Telescoping Ballbar","year":2024,"lang":"en","type":"article","venue":"ASME Letters in Dynamic Systems and Control","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Hexapod; Machining; Telescoping series; RADIUS; Trajectory; Computer science; Machine tool; Standard deviation; Path (computing); Structural engineering; Mechanical engineering; Mathematics; Engineering; Artificial intelligence; Statistics; Physics; Robot","score_opus":0.01408626811099967,"score_gpt":0.2658701417739947,"score_spread":0.25178387366299504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391104691","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":[0.834425,0.005975803,0.15832695,0.00018442009,0.00046496314,0.00046847612,0.0000036766505,0.00009351246,0.000057201385],"genre_scores_gemma":[0.9994956,0.000023834038,0.00025487016,0.000092790484,0.000049909417,0.00006483254,0.000001100834,0.000015861491,0.0000011617786],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909383,0.00012609712,0.0002522756,0.00012823465,0.00025188105,0.0001476652],"domain_scores_gemma":[0.9997058,0.0000906159,0.00003473072,0.00011738122,0.000036521546,0.000014941072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009256675,0.00009869497,0.00016818068,0.00009721809,0.000036386744,0.000031216445,0.000068780406,0.000059395607,0.0000012941879],"category_scores_gemma":[0.000053706688,0.00007810332,0.000040422892,0.00011969164,0.00002924658,0.00012117466,0.000011567785,0.00014774855,3.363196e-7],"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":[0.000007038848,0.000007552873,0.005694074,0.00032057805,0.00014518347,0.000008602422,0.0002544163,0.13131136,0.8419794,0.00038738453,0.000023255523,0.01986115],"study_design_scores_gemma":[0.00043041166,0.000008569358,0.003191865,0.000923665,0.00010320419,0.000021367005,0.000042276188,0.99451673,0.0005189989,0.00012026185,0.00003449883,0.00008813119],"about_ca_topic_score_codex":0.000048401456,"about_ca_topic_score_gemma":0.000020999172,"teacher_disagreement_score":0.8632054,"about_ca_system_score_codex":0.00018080398,"about_ca_system_score_gemma":0.000020184496,"threshold_uncertainty_score":0.3184961},"labels":[],"label_agreement":null},{"id":"W4392157657","doi":"10.1049/icp.2023.3328","title":"Intelligent diagnosis and precision analysis of a large gantry type 5-axis CNC machine tool","year":2024,"lang":"en","type":"article","venue":"IET conference proceedings.","topic":"Advanced Measurement and Metrology Techniques","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":"MD Precision (Canada)","funders":"","keywords":"Machine tool; Downtime; Reliability (semiconductor); Computer science; Machining; Compensation (psychology); Numerical control; Engineering; Real-time computing; Reliability engineering; Mechanical engineering; Power (physics)","score_opus":0.0267663343371872,"score_gpt":0.28728157202607896,"score_spread":0.26051523768889173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392157657","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":[0.92779297,0.00828995,0.059077855,0.00007967593,0.00026642083,0.00031733263,0.000048684367,0.0007815363,0.003345591],"genre_scores_gemma":[0.99244887,0.0051444448,0.002220614,0.00001884883,0.000023765893,0.000046064364,0.000010971697,0.000017261793,0.00006914542],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919784,0.0000035366518,0.00023250641,0.00022372413,0.00015073888,0.00019162607],"domain_scores_gemma":[0.9996551,0.000036199082,0.000027699909,0.00007708342,0.00015693498,0.000046978137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621713,0.00014945664,0.00028418496,0.00035853847,0.000025058622,0.000045382294,0.0001058572,0.00009900918,0.00018726004],"category_scores_gemma":[0.0001034962,0.00012978213,0.00006494844,0.0007385102,0.000034937744,0.00017593583,0.000045472003,0.00017056156,0.000004785464],"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":[0.00018599871,0.00027022022,0.41681683,0.0023509793,0.004442704,0.00002127854,0.006834425,0.00023637203,0.16794096,0.039619755,0.008853121,0.35242733],"study_design_scores_gemma":[0.00046091303,0.00072460243,0.02887039,0.0010647033,0.003028659,0.000010483132,0.0005788066,0.42104644,0.45601782,0.0074970946,0.07956037,0.0011397079],"about_ca_topic_score_codex":0.000004079801,"about_ca_topic_score_gemma":0.000010689313,"teacher_disagreement_score":0.42081007,"about_ca_system_score_codex":0.000030527943,"about_ca_system_score_gemma":0.0000129028695,"threshold_uncertainty_score":0.5292362},"labels":[],"label_agreement":null},{"id":"W4393076745","doi":"10.21203/rs.3.rs-4122754/v1","title":"Robust Point Cloud Normal Estimation via Multi-Level Critical Point Aggregation","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Advanced Measurement and Metrology Techniques","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 British Columbia","funders":"Zhejiang Sci-Tech University; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Point cloud; Critical point (mathematics); Cloud point; Point (geometry); Computer science; Multi point; Mathematics; Applied mathematics; Engineering; Artificial intelligence; Mathematical analysis; Geometry; Chemical engineering","score_opus":0.14424321060317277,"score_gpt":0.3964458806348091,"score_spread":0.2522026700316363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393076745","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":[0.0065478254,0.0032395686,0.9824181,0.0008647725,0.0014178075,0.0013047875,0.00012403796,0.0018210709,0.002262014],"genre_scores_gemma":[0.87357,0.00038667844,0.124101534,0.000018414645,0.00059810735,0.00064892514,0.00027485887,0.00014107517,0.00026040548],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996934,0.00022187993,0.00047817896,0.00058866135,0.00096039125,0.0008169015],"domain_scores_gemma":[0.99826163,0.0002634803,0.00003400889,0.0006132829,0.0006079302,0.00021967888],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020777052,0.0003732486,0.00037320526,0.00078312296,0.00015653204,0.00015293904,0.0003547709,0.00064395764,0.00014297952],"category_scores_gemma":[0.0010841802,0.00038191516,0.00018135211,0.00035712824,0.0001922794,0.00019237629,0.00072312396,0.0032246609,0.00026736714],"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":[0.0003024639,0.0007573443,0.00060440856,0.029691406,0.00065948506,0.0006325556,0.002543407,0.5207372,0.0297745,0.017706452,0.04052402,0.3560668],"study_design_scores_gemma":[0.00043827132,0.000224584,0.0009865667,0.0027061012,0.00007033523,0.000026814718,0.00013823876,0.89123756,0.037126094,0.06533374,0.00096663594,0.00074506336],"about_ca_topic_score_codex":0.000041983727,"about_ca_topic_score_gemma":0.000053096,"teacher_disagreement_score":0.86702216,"about_ca_system_score_codex":0.00078843173,"about_ca_system_score_gemma":0.00013299238,"threshold_uncertainty_score":0.99986327},"labels":[],"label_agreement":null},{"id":"W4393314058","doi":"10.1093/mnras/stae890","title":"Cloud-scale molecular gas properties of the ANTENNAE merger: a comparative study with PHANGS-ALMA galaxies and NGC 3256","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Canadian Institute for Theoretical Astrophysics; University of Toronto; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Theoretical Astrophysics; Canadian Foundation for AIDS Research; National Research Centre; H2020 European Research Council; Canada Research Chairs; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Galaxy; Astronomy; Molecular cloud; Scale (ratio); Cloud computing; Stars","score_opus":0.012192972849700048,"score_gpt":0.20863476145551582,"score_spread":0.19644178860581576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393314058","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":[0.996774,0.0021346689,0.00019025413,0.000130863,0.00012978828,0.0004489024,0.000009215312,0.00008727727,0.00009501017],"genre_scores_gemma":[0.99874365,0.0000013004136,0.0011123044,0.000004877139,0.000033046443,0.00003765184,4.973093e-7,0.000018767967,0.00004790648],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921626,0.000052460146,0.00021301981,0.0001716463,0.00016160663,0.00018499058],"domain_scores_gemma":[0.99963355,0.000027442306,0.00005837357,0.00021308698,0.000036268808,0.00003127772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001621634,0.00017316139,0.00029208098,0.000012208363,0.000064449814,0.000016639251,0.00024400902,0.0000493668,0.000003592816],"category_scores_gemma":[0.000005558287,0.00009043769,0.0001677083,0.00009256176,0.0003533942,0.0000670636,0.00012183764,0.00021226509,4.9123736e-7],"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":[0.00028802705,0.00034815632,0.20254827,0.00038498532,0.0015940967,5.4330513e-7,0.010198335,0.74515176,0.038269307,0.000054735774,0.0007772824,0.00038451102],"study_design_scores_gemma":[0.000961385,0.0007787187,0.2037017,0.00048263546,0.00063392776,1.12608056e-7,0.0049579977,0.47818974,0.30941263,0.00003620251,0.00042834747,0.00041660958],"about_ca_topic_score_codex":0.00003753252,"about_ca_topic_score_gemma":0.000051996314,"teacher_disagreement_score":0.27114332,"about_ca_system_score_codex":0.000043191434,"about_ca_system_score_gemma":0.000015187803,"threshold_uncertainty_score":0.36879417},"labels":[],"label_agreement":null},{"id":"W4393709595","doi":"10.5281/zenodo.4711131","title":"G-res tool modelling database","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Measurement and Metrology Techniques","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":"Université du Québec à Montréal","funders":"","keywords":"Database; Computer science","score_opus":0.05138901944159682,"score_gpt":0.24894546990806837,"score_spread":0.19755645046647155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393709595","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000459803,0.0007242,0.08056172,0.00003274045,0.00023133683,0.00031632965,0.91053575,0.0019316447,0.0056202994],"genre_scores_gemma":[0.00019530204,0.0022912822,0.0017678739,0.000060318536,0.0002362213,9.9379385e-8,0.9939763,0.0013394636,0.0001331182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844533,0.00013422698,0.00027814248,0.00040132974,0.00034564082,0.0003953452],"domain_scores_gemma":[0.9986941,0.000017208346,0.00006230563,0.0008008382,0.00031465915,0.00011087357],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045110108,0.0002501899,0.0002496752,0.00029384124,0.00074989087,0.00033352882,0.0009084077,0.00017938719,0.0071753087],"category_scores_gemma":[0.00025282617,0.0002872197,0.00006600327,0.00033460426,0.00007563835,0.00021837778,0.0007216204,0.0006608075,0.0022836998],"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":[0.0000105820345,0.000035783833,2.670627e-8,0.00020506949,0.000058078953,0.000033103806,0.000018158446,0.0026763927,0.0011527991,0.000059333273,0.9897453,0.006005325],"study_design_scores_gemma":[0.00017358243,0.000045210338,5.13264e-7,0.00008833481,0.000039823517,0.000039237017,0.000019350426,0.0013339159,0.0007687761,0.000049362963,0.99715734,0.000284552],"about_ca_topic_score_codex":0.0000066382577,"about_ca_topic_score_gemma":4.111043e-7,"teacher_disagreement_score":0.08344057,"about_ca_system_score_codex":0.00015872032,"about_ca_system_score_gemma":0.0000034103082,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W4396571564","doi":"10.1088/1361-6501/ad4666","title":"Optimizing dynamic measurement accuracy for machine tools and industrial robots with unscented Kalman filter and particle swarm optimization methods","year":2024,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Kalman filter; Particle swarm optimization; Computer science; Extended Kalman filter; Robot; Control theory (sociology); Particle filter; Control engineering; Artificial intelligence; Algorithm; Engineering","score_opus":0.0744369668561728,"score_gpt":0.310790110601303,"score_spread":0.23635314374513022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396571564","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":[0.028054161,0.00734422,0.95998263,0.0020434072,0.00028458034,0.0011165263,0.0000074969253,0.0010656744,0.0001012983],"genre_scores_gemma":[0.8538634,0.00049310795,0.14534727,0.000035752808,0.000020096852,0.0002036342,0.000002452549,0.000027876991,0.00000641596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982022,0.000028484688,0.0002494291,0.0004939027,0.0005800108,0.00044599286],"domain_scores_gemma":[0.9991542,0.000050310417,0.000042627973,0.00020249996,0.00045305406,0.000097312804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031610199,0.00023258313,0.00024918182,0.00043742763,0.00024995077,0.00015036468,0.00015498282,0.00014533581,0.0000029672217],"category_scores_gemma":[0.0007265063,0.00017426154,0.000016843094,0.00080371,0.00039781386,0.00055161194,0.00007286113,0.00023713389,2.7581268e-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":[0.000070991795,0.00004178787,0.00073263026,0.00016221727,0.00011762045,0.0000054130705,0.0001631571,0.0059128087,0.50441366,0.0013049127,0.000084553125,0.48699024],"study_design_scores_gemma":[0.0020513965,0.00081056735,0.00027564436,0.0004490541,0.00022883188,0.00004648775,0.0002694309,0.4908389,0.4971803,0.0014443959,0.0057696644,0.0006353264],"about_ca_topic_score_codex":0.0000028379543,"about_ca_topic_score_gemma":0.000029602921,"teacher_disagreement_score":0.82580924,"about_ca_system_score_codex":0.00029277147,"about_ca_system_score_gemma":0.00009918769,"threshold_uncertainty_score":0.71061796},"labels":[],"label_agreement":null},{"id":"W4396671447","doi":"10.1002/admt.202470039","title":"Machine Learning‐Enabled Precision Position Control and Thermal Regulation in Advanced Thermal Actuators (Adv. Mater. Technol. 9/2024)","year":2024,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"Advanced Measurement and Metrology Techniques","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":"Spinal Cord Injury BC","funders":"","keywords":"Actuator; Position (finance); Thermal; Feedback control; Materials science; Computer science; Artificial intelligence; Engineering; Control engineering; Physics; Business","score_opus":0.004892842343547478,"score_gpt":0.22133907647753617,"score_spread":0.2164462341339887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396671447","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":[0.9638332,0.0053371866,0.01828863,0.00025641086,0.00058508234,0.0009359982,0.000034997964,0.010306842,0.00042164314],"genre_scores_gemma":[0.98765695,0.0019883504,0.009648965,0.000013423499,0.000027161102,0.00041113223,0.000048927286,0.00009190583,0.000113174494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829674,0.00004719307,0.0004898776,0.00048715755,0.0001908197,0.0004881943],"domain_scores_gemma":[0.9994243,0.00008167325,0.000083386454,0.00033920654,0.000042730062,0.000028751152],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037494613,0.00040675374,0.00047891395,0.0006068084,0.00009251503,0.00008723029,0.00022233688,0.00042741955,0.00005832679],"category_scores_gemma":[0.00013870276,0.00035744387,0.000044050405,0.00040986127,0.00013933406,0.0007914899,0.00009560452,0.00040905722,0.000013858079],"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":[0.00014584648,0.000012957193,0.0002121055,0.00013408982,0.000026452166,0.000021569318,0.00003801315,0.0031817653,0.83823705,0.0009966288,0.000014463069,0.15697905],"study_design_scores_gemma":[0.0008586622,0.00022465657,0.0012789303,0.00031229723,0.000031485863,0.000016754353,0.00011864553,0.0023887241,0.9804598,0.011022994,0.0028756517,0.0004114091],"about_ca_topic_score_codex":0.0000043223463,"about_ca_topic_score_gemma":0.000005903243,"teacher_disagreement_score":0.15656765,"about_ca_system_score_codex":0.00017057615,"about_ca_system_score_gemma":0.0000110342335,"threshold_uncertainty_score":0.99988776},"labels":[],"label_agreement":null},{"id":"W4396675214","doi":"10.1016/j.precisioneng.2024.05.003","title":"Digital mapping of machine tool's volumetric and tracking errors left on the five axis tool paths","year":2024,"lang":"en","type":"article","venue":"Precision Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Sandvik Coromant; Pratt and Whitney Canada","keywords":"Contouring; Kinematics; Machine tool; Workspace; Machining; Tracking (education); Computer science; Servomechanism; Numerical control; Servo; Trajectory; Control theory (sociology); Mechanical engineering; Artificial intelligence; Engineering; Control engineering; Physics; Computer graphics (images); Robot; Control (management)","score_opus":0.014447139493994583,"score_gpt":0.21957343955591452,"score_spread":0.20512630006191993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396675214","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":[0.54287267,0.005122089,0.44898674,0.00004278992,0.00049718533,0.00028125456,0.000023578757,0.00092187576,0.001251811],"genre_scores_gemma":[0.99625754,0.00029982973,0.0032189551,0.00000814503,0.000051991658,0.000016069582,0.0000041037692,0.00004619041,0.00009715555],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991028,0.000008127074,0.00027133708,0.00019632354,0.00020673462,0.00021472036],"domain_scores_gemma":[0.9993138,0.0004115093,0.000020027052,0.00019487148,0.000027552149,0.000032281812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033915532,0.00019122356,0.00019664939,0.00039569326,0.00003456643,0.00006252548,0.00012999377,0.00007931088,0.00002264182],"category_scores_gemma":[0.0003874194,0.00014756845,0.00007411241,0.00035964308,0.000018274324,0.00034150283,0.000046447978,0.00030092333,0.0000058268547],"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":[0.000018993373,0.000025395075,0.0014818339,0.0004195807,0.00016822218,0.000023590204,0.00083931827,0.121737845,0.06585596,0.0013310494,0.00045096886,0.8076472],"study_design_scores_gemma":[0.0002567029,0.00014731256,0.0074771675,0.000898774,0.000037841903,0.000030521995,0.00008253954,0.92112815,0.04056551,0.00058912876,0.028240867,0.00054549373],"about_ca_topic_score_codex":8.4155863e-7,"about_ca_topic_score_gemma":3.600988e-7,"teacher_disagreement_score":0.8071017,"about_ca_system_score_codex":0.00005211507,"about_ca_system_score_gemma":0.0000050164517,"threshold_uncertainty_score":0.6017667},"labels":[],"label_agreement":null},{"id":"W4396928314","doi":"10.1139/tcsme-2024-0022","title":"Research on the thermal characteristics of motorized spindle under magnetic–thermal coupling based on digital twin","year":2024,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thermal; Coupling (piping); Materials science; Mechanical engineering; Computer science; Physics; Engineering; Thermodynamics","score_opus":0.032148825307823405,"score_gpt":0.25895170185700994,"score_spread":0.22680287654918654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396928314","genre_codex":"methods","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":[0.25313294,0.00022970556,0.7420285,0.0012247633,0.0011179032,0.0011532009,0.0003823542,0.00037959273,0.00035107305],"genre_scores_gemma":[0.99799675,0.00000738431,0.001707259,0.00004401932,0.000061132116,0.00008661024,0.000003463937,0.000052123007,0.00004124248],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990859,0.000008079247,0.00020510782,0.00013120139,0.00024337704,0.00032632588],"domain_scores_gemma":[0.9992274,0.00034588628,0.000014219923,0.0002617172,0.000060896014,0.000089886096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046470517,0.00013751283,0.00016014441,0.00009718379,0.00013138317,0.000026833668,0.0002517295,0.00014800896,0.00003833047],"category_scores_gemma":[0.00003320269,0.00010163436,0.00035241584,0.00030479088,0.00006140411,0.000052272695,0.000003902363,0.000540517,0.0000013731986],"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":[0.00003170301,0.000032561442,0.0000034763243,0.00026281783,0.00017650174,6.930118e-7,0.000118885044,0.78508735,0.20132157,0.010062603,0.000094991505,0.0028068658],"study_design_scores_gemma":[0.00023205446,0.0002175871,0.00009737801,0.00023901432,0.00005515513,5.3587826e-7,0.00008647362,0.9188568,0.078169204,0.00019339075,0.0016972357,0.00015517138],"about_ca_topic_score_codex":0.00011742167,"about_ca_topic_score_gemma":0.00008481561,"teacher_disagreement_score":0.7448638,"about_ca_system_score_codex":0.00028174883,"about_ca_system_score_gemma":0.00010671907,"threshold_uncertainty_score":0.41445288},"labels":[],"label_agreement":null},{"id":"W4398709632","doi":"10.7910/dvn/eaxeet","title":"Supplementary Data for \"Measuring Unreading\"","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Advanced Measurement and Metrology Techniques","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":"McGill University","funders":"","keywords":"Computer science","score_opus":0.06818258040219768,"score_gpt":0.28543438025960804,"score_spread":0.21725179985741036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398709632","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003300303,0.000009118714,0.00877818,0.0000024247256,0.0015614311,0.00090138835,0.98841876,0.00023492909,0.000090446396],"genre_scores_gemma":[0.000009254955,0.0007894529,0.00788281,0.00013704346,0.00042549087,0.000116459996,0.990468,0.00007681999,0.00009462006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817336,0.000023446382,0.00037364423,0.00061602285,0.00027701363,0.00053652446],"domain_scores_gemma":[0.9963705,0.00009746976,0.00009396616,0.0032898516,0.000047547794,0.00010065367],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00052817416,0.00043607783,0.00049301685,0.0002497368,0.00007207014,0.000043093758,0.0017243329,0.0002994675,0.0065659625],"category_scores_gemma":[0.00012877301,0.0004741379,0.000085296764,0.00009123014,0.000040832947,0.00038974048,0.0005606313,0.00041504926,0.004866749],"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":[0.00003091237,0.000021541027,0.000009169265,0.0005514888,0.00018965828,0.000009466126,0.000002281141,0.000082612714,0.00028802108,0.00000501107,0.9984459,0.00036390463],"study_design_scores_gemma":[0.0005935389,0.000050440212,0.0000020483278,0.000109760054,0.00031382465,0.000005596008,0.00001263453,0.00039130932,0.00052636093,0.00002937407,0.99748164,0.00048349428],"about_ca_topic_score_codex":0.000046379842,"about_ca_topic_score_gemma":0.00018365528,"teacher_disagreement_score":0.0026738287,"about_ca_system_score_codex":0.00015320175,"about_ca_system_score_gemma":0.000049977352,"threshold_uncertainty_score":0.99977106},"labels":[],"label_agreement":null},{"id":"W4399423232","doi":"10.3847/1538-3881/ad5447","title":"Utilizing Voronoi Tessellations to Determine Radial Density Profiles","year":2024,"lang":"en","type":"preprint","venue":"The Astronomical Journal","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Voronoi diagram; Centroidal Voronoi tessellation; Geometry; Geography; Geology; Mathematics","score_opus":0.031179381967631294,"score_gpt":0.2638073305205432,"score_spread":0.23262794855291194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399423232","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":[0.8978218,0.0006573284,0.09760846,0.00064068247,0.0016800964,0.00034657354,0.000014549527,0.00037765913,0.0008528554],"genre_scores_gemma":[0.9722805,0.00003739197,0.025866402,0.000025655141,0.0016347902,0.000034442222,0.0000059954573,0.00005313959,0.00006169326],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988998,0.000050267776,0.00036698335,0.00020080328,0.00013129518,0.00035080835],"domain_scores_gemma":[0.9993767,0.00006350599,0.00006255105,0.00028679587,0.000043579512,0.0001668373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042374077,0.00026013356,0.00030127147,0.00015604155,0.000120969526,0.000120472185,0.0004018668,0.00015812101,0.000051814037],"category_scores_gemma":[0.00004018819,0.00019776625,0.0001820933,0.000056978468,0.0000554625,0.000042292093,0.00040685272,0.0018019101,0.00007360786],"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":[0.0002534912,0.000095321164,0.010033657,0.0002725575,0.001396617,0.00003536974,0.0011774368,0.59369916,0.12367833,0.0017859264,0.033546597,0.23402554],"study_design_scores_gemma":[0.0028244944,0.00092357537,0.10460685,0.0034411985,0.0034099536,0.0009381349,0.00076651975,0.2506362,0.35581452,0.17000157,0.10064856,0.0059884503],"about_ca_topic_score_codex":0.000002138227,"about_ca_topic_score_gemma":0.000006305408,"teacher_disagreement_score":0.343063,"about_ca_system_score_codex":0.00027576837,"about_ca_system_score_gemma":0.000076303855,"threshold_uncertainty_score":0.80646735},"labels":[],"label_agreement":null},{"id":"W4400780670","doi":"10.54254/2755-2721/46/20241314","title":"Angle calculation method based on Cognex binary image processing and edge tool positioning","year":2024,"lang":"en","type":"article","venue":"Applied and Computational Engineering","topic":"Advanced Measurement and Metrology Techniques","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":"Image processing; Binary image; Enhanced Data Rates for GSM Evolution; Computer vision; Computer science; Artificial intelligence; Binary number; Image (mathematics); Computer graphics (images); Mathematics; Arithmetic","score_opus":0.007106024994393227,"score_gpt":0.24065083273167295,"score_spread":0.23354480773727973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400780670","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":[0.022676306,0.0005666375,0.9749685,0.000034062316,0.00005007234,0.000108817956,0.000003195104,0.0006805297,0.0009118641],"genre_scores_gemma":[0.8049049,0.000005182357,0.1949147,0.0000384827,0.00004836254,0.000032648913,0.000029752546,0.000022115466,0.0000039023657],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995373,0.0000040026175,0.0001048573,0.00015117734,0.0000917658,0.000110884794],"domain_scores_gemma":[0.99982256,0.00009004956,0.000007923944,0.000032314503,0.000016693524,0.000030470006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011708568,0.000115756666,0.00009166598,0.00014648908,0.000054867065,0.000056647466,0.000019918822,0.00004530148,0.000002638546],"category_scores_gemma":[0.0000048510956,0.0001224727,0.0000150278,0.00012552517,0.000011883018,0.00010826777,0.000008423643,0.00011496495,0.0000013752889],"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":[0.000005780886,0.000004888597,0.00001032085,0.00018667539,0.00001204805,0.0000042547076,0.000050112834,0.91632885,0.032682527,0.0056950045,0.000031469048,0.044988044],"study_design_scores_gemma":[0.00014488863,0.000019838782,0.0010803177,0.00009127628,0.000014728177,0.0000065431614,0.000004782959,0.9950099,0.0019394612,0.001231024,0.0003216146,0.00013560572],"about_ca_topic_score_codex":2.7148556e-7,"about_ca_topic_score_gemma":3.6115864e-8,"teacher_disagreement_score":0.7822285,"about_ca_system_score_codex":0.00002978477,"about_ca_system_score_gemma":0.000008972715,"threshold_uncertainty_score":0.49942917},"labels":[],"label_agreement":null},{"id":"W4400971931","doi":"10.2316/j.2024.206-1118","title":"DESIGN AND OPTIMISATION OF THE DAMPING SYSTEM FOR OPTICAL SCANNING EQUIPMENT","year":2024,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering","score_opus":0.025499362591098442,"score_gpt":0.2763522921215313,"score_spread":0.25085292953043287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400971931","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":[0.04029734,0.0005615351,0.9581523,0.00024271688,0.0005913779,0.000079980295,7.1007895e-7,0.000029811275,0.000044215525],"genre_scores_gemma":[0.87592214,0.00006618655,0.12393716,0.000004813015,0.000058643647,0.0000021402907,5.8161004e-7,0.000004823273,0.0000035021835],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996133,0.000007339369,0.00018775817,0.000031581465,0.00012272807,0.000037301375],"domain_scores_gemma":[0.9997388,0.000066158216,0.000057061974,0.000019423684,0.00010602169,0.000012521608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030088754,0.000038444017,0.000062785315,0.00007899232,0.000016599688,0.000030326806,0.00004814388,0.000024332396,3.4917443e-7],"category_scores_gemma":[0.000025380776,0.000027934087,0.000023029237,0.000024809375,0.000014646497,0.00011926012,0.000009886424,0.000045848126,3.6369308e-8],"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":[0.000018290788,0.000006892554,0.00012436298,0.00019008081,0.00015049029,0.0000020669652,0.00026089096,0.8422635,0.09790623,0.017815249,0.00008177251,0.041180126],"study_design_scores_gemma":[0.00018980983,0.000051049883,0.00049901183,0.0006111655,0.000042595402,0.000058224945,0.000053616768,0.94413066,0.052914537,0.0012848057,0.00012429069,0.000040222454],"about_ca_topic_score_codex":1.345735e-7,"about_ca_topic_score_gemma":5.5807366e-8,"teacher_disagreement_score":0.8356248,"about_ca_system_score_codex":0.000057379155,"about_ca_system_score_gemma":0.000012333858,"threshold_uncertainty_score":0.113911904},"labels":[],"label_agreement":null},{"id":"W4401479371","doi":"10.56952/arma-2024-0083","title":"Enhanced Method for Measuring Joint Roughness Using Sub-Millimeter Resolution 3D Laser Scanning","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Simon Fraser University","funders":"","keywords":"Millimeter; Joint (building); Laser scanning; Materials science; Surface roughness; Laser; Optics; Surface finish; Resolution (logic); Image resolution; High resolution; Optoelectronics; Remote sensing; Computer science; Physics; Geology; Artificial intelligence; Engineering","score_opus":0.06312574524182736,"score_gpt":0.30441825767650443,"score_spread":0.2412925124346771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401479371","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":[0.029763468,0.0011874619,0.96406835,0.000021681219,0.0006319287,0.0003195336,0.000003299607,0.0016478902,0.002356372],"genre_scores_gemma":[0.52041894,0.00003373914,0.47908297,0.00003180466,0.00015526035,0.00008506512,0.0000046371188,0.00005604441,0.00013154015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998941,0.000029682216,0.00025313566,0.000267259,0.00014173443,0.00036720658],"domain_scores_gemma":[0.9996336,0.00006713009,0.00001916994,0.00016052957,0.00006872354,0.00005084581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000679692,0.00018947925,0.00022005805,0.0002178512,0.000082324455,0.00004205835,0.00007087606,0.00011866095,0.000018702432],"category_scores_gemma":[0.000050064347,0.00017815863,0.00010858281,0.00020865677,0.000016537579,0.00029370587,0.000022816674,0.00016488454,0.000005324634],"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":[0.000012926647,0.000004665622,0.000005884706,0.00016852589,0.00006666625,0.0000020632403,0.000078759585,0.034276657,0.9422129,0.00026076494,0.0002307748,0.022679428],"study_design_scores_gemma":[0.00011614431,0.000021009379,0.000013897151,0.00012232318,0.000046213598,0.0000037133243,0.000015252989,0.2866383,0.71002644,0.00060828985,0.0022183522,0.00017009529],"about_ca_topic_score_codex":0.0000069839466,"about_ca_topic_score_gemma":0.000010153814,"teacher_disagreement_score":0.49065548,"about_ca_system_score_codex":0.00021083614,"about_ca_system_score_gemma":0.000017366516,"threshold_uncertainty_score":0.7265098},"labels":[],"label_agreement":null},{"id":"W4402776528","doi":"10.1007/s00170-024-14475-x","title":"Application of Taguchi method in optimizing the positioning accuracy measurement using helical path ballbar test","year":2024,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Taguchi methods; Path (computing); Test (biology); Tool path; Test method; Industrial and production engineering; Engineering; Computer science; Engineering drawing; Mechanical engineering; Mathematics; Machining; Statistics; Geology","score_opus":0.016110203696961752,"score_gpt":0.2944138538909531,"score_spread":0.27830365019399134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402776528","genre_codex":"methods","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":[0.20152897,0.0024791954,0.79327625,0.0017785903,0.0004526114,0.00019825005,0.0000032017626,0.00017951666,0.00010343967],"genre_scores_gemma":[0.88523555,0.0003499083,0.114249706,0.000041841864,0.00008103953,0.000017575116,7.7510975e-7,0.000021920454,0.0000016898692],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986847,0.000031069114,0.000541498,0.00013025611,0.0004310146,0.00018145704],"domain_scores_gemma":[0.99909633,0.00029225415,0.00020158882,0.00019490685,0.00019500095,0.00001994241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009999092,0.00014658242,0.000210573,0.0004883825,0.000047160214,0.00002560932,0.00073711394,0.00009526947,0.000004792657],"category_scores_gemma":[0.00025577497,0.00009763048,0.0000888571,0.00019298588,0.000080028774,0.00023611488,0.0000920981,0.0006206372,9.494669e-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":[0.000039554754,0.000030434003,0.00009825876,0.000027355893,0.00014047297,0.000023029239,0.00012033664,0.18351424,0.70067424,0.0020916695,0.000020348087,0.11322007],"study_design_scores_gemma":[0.00029396667,0.00006778867,0.00025551746,0.00036633946,0.000042385334,0.0002933136,0.0002163563,0.028316788,0.9490282,0.019455498,0.0015522538,0.00011159487],"about_ca_topic_score_codex":0.000005844791,"about_ca_topic_score_gemma":0.0000064614082,"teacher_disagreement_score":0.6837066,"about_ca_system_score_codex":0.0003896258,"about_ca_system_score_gemma":0.00003778974,"threshold_uncertainty_score":0.39812556},"labels":[],"label_agreement":null},{"id":"W4403266539","doi":"10.3397/in_2024_3680","title":"Optical interferometry implementation considerations for sinusoidal low frequency accelerometer measurements and calibrations","year":2024,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Advanced Measurement and Metrology Techniques","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 Ottawa; National Research Council Canada","funders":"","keywords":"Accelerometer; Interferometry; Remote sensing; Computer science; Acoustics; Environmental science; Optics; Physics; Geology","score_opus":0.04761419183070768,"score_gpt":0.30028962442878887,"score_spread":0.2526754325980812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403266539","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":[0.905584,0.000690121,0.08459929,0.0006649824,0.0005534398,0.0013131197,0.000052656327,0.0017277192,0.004814723],"genre_scores_gemma":[0.96550864,0.000026569955,0.03369132,0.00013249963,0.000122029625,0.00040831597,0.00002056942,0.000046783032,0.000043296364],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990129,0.0000037212058,0.00030127287,0.00027259,0.00013927523,0.0002702777],"domain_scores_gemma":[0.9996127,0.0000737427,0.000023315142,0.00005841231,0.00014397246,0.00008788431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002349507,0.00018784574,0.00016840223,0.00028966944,0.00011073879,0.00021002967,0.000060426974,0.0001115949,0.00012475555],"category_scores_gemma":[0.00010141244,0.00018884463,0.0000539607,0.00018703357,0.000052637966,0.00076509715,0.000019283203,0.00016170657,0.0000073941073],"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":[0.000011122408,0.000025394404,0.004793756,0.000440666,0.0001550052,0.0000012718722,0.0005589245,0.000010580403,0.9691622,0.011704253,0.0076268427,0.005509966],"study_design_scores_gemma":[0.0011777432,0.00043000813,0.0039646886,0.00025476556,0.00023056548,0.000039507246,0.00039689735,0.0039998875,0.94566303,0.040907413,0.0022423589,0.0006931069],"about_ca_topic_score_codex":0.0000019265156,"about_ca_topic_score_gemma":0.000008639624,"teacher_disagreement_score":0.059924662,"about_ca_system_score_codex":0.00010374228,"about_ca_system_score_gemma":0.000027857219,"threshold_uncertainty_score":0.77008605},"labels":[],"label_agreement":null},{"id":"W4403357978","doi":"10.21608/jisse.2024.325856.1097","title":"A Direct Iterative Technique for Weibull Parameters Estimation Optimized for lowest Root Mean Square Error","year":2024,"lang":"en","type":"article","venue":"Journal of International Society for Science and Engineering ","topic":"Advanced Measurement and Metrology Techniques","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":"Natural Sciences and Engineering Research Council","funders":"","keywords":"Weibull distribution; Statistics; Mean squared error; Mathematics; Square root; Root mean square; Estimation; Applied mathematics; Engineering","score_opus":0.01617341121179751,"score_gpt":0.2855682144009348,"score_spread":0.2693948031891373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403357978","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":[0.01437768,0.000474196,0.9834999,0.00024328408,0.0007848564,0.00045459997,0.000029979257,0.00009945575,0.000036052792],"genre_scores_gemma":[0.43141872,0.000062342384,0.5681349,0.00001929835,0.0001108968,0.0002129976,0.000005242049,0.000016787604,0.000018812565],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992779,0.000001283847,0.00023882184,0.000119394186,0.0001939948,0.00016862866],"domain_scores_gemma":[0.9993119,0.00018389313,0.000049440387,0.00004006694,0.00036254252,0.00005212077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010033605,0.0001097212,0.00015159544,0.00016636995,0.000072181305,0.00010068261,0.00015322425,0.000052701984,7.659161e-7],"category_scores_gemma":[0.00024778282,0.00009555748,0.00022127938,0.00014719389,0.000046174,0.0005926435,0.000010842658,0.00009569816,6.243659e-8],"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":[0.00009886199,0.000026349922,0.0000334099,0.00055227504,0.000402024,0.0000014532691,0.0012222058,0.58512354,0.4003243,0.0022838449,0.0044101723,0.005521552],"study_design_scores_gemma":[0.00040850963,0.00020495015,0.000028581728,0.00025149385,0.00004461732,0.00001900736,0.00006973583,0.8746278,0.1157241,0.0006169713,0.007870717,0.00013349058],"about_ca_topic_score_codex":3.5526767e-7,"about_ca_topic_score_gemma":3.8211772e-7,"teacher_disagreement_score":0.41704103,"about_ca_system_score_codex":0.00024361967,"about_ca_system_score_gemma":0.00004944422,"threshold_uncertainty_score":0.38967207},"labels":[],"label_agreement":null},{"id":"W4403443337","doi":"10.48550/arxiv.2408.04007","title":"Reducing depth and measurement weights in Pauli-based computation","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; European Commission; Natural Sciences and Engineering Research Council of Canada; HORIZON EUROPE Framework Programme; Agencia Estatal de Investigación; Universidade do Minho; European Regional Development Fund; UK Research and Innovation","keywords":"Computation; Pauli exclusion principle; Computer science; Algorithm; Mathematics; Physics; Condensed matter physics","score_opus":0.08096385089343039,"score_gpt":0.19544904885182235,"score_spread":0.11448519795839196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403443337","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":[0.7317978,0.0013252976,0.26175714,0.000031526364,0.000466817,0.000383877,0.0000051241955,0.00081231847,0.0034200673],"genre_scores_gemma":[0.9976792,0.0002124215,0.0019779971,0.000013888718,0.000036239973,0.0000029232558,0.000012742638,0.00003251112,0.00003208027],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905217,0.000043308253,0.00015844082,0.00045411824,0.000081920996,0.00021007167],"domain_scores_gemma":[0.9996125,0.000022813289,0.000041903677,0.00019471701,0.000063019535,0.000065054024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002849567,0.00023647991,0.00024137093,0.00042630656,0.000031120187,0.000020797212,0.00012312771,0.0002223371,0.0000040822447],"category_scores_gemma":[0.000013362926,0.0002790679,0.000062915475,0.00023020167,0.000043045577,0.000056105855,0.00012951666,0.00056448387,0.000007021786],"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":[0.000027827473,0.00002928815,0.0026281683,0.0005351616,0.000086504566,0.0001580356,0.00011386101,0.9909961,0.0013091657,0.0012178669,0.00013619196,0.0027618124],"study_design_scores_gemma":[0.0006912385,0.000052487514,0.0035695727,0.00093238446,0.00018765537,0.0000018725094,0.000041904146,0.9256879,0.007458982,0.060369007,0.00041073488,0.00059626537],"about_ca_topic_score_codex":0.000031737003,"about_ca_topic_score_gemma":0.00020986625,"teacher_disagreement_score":0.26588136,"about_ca_system_score_codex":0.00047580453,"about_ca_system_score_gemma":0.00005625951,"threshold_uncertainty_score":0.99996614},"labels":[],"label_agreement":null},{"id":"W4404225357","doi":"10.26434/chemrxiv-2024-3h77f-v2","title":"Minimum Energy Conical IntersectionOptimization Using DFT/MRCI(2)","year":2024,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Conical intersection; Conical surface; Intersection (aeronautics); Mathematical optimization; Mathematics; Computer science; Physics; Geometry; Engineering; Aerospace engineering","score_opus":0.030182765069226125,"score_gpt":0.2638016181849045,"score_spread":0.23361885311567837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404225357","genre_codex":"methods","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":[0.07700738,0.005614717,0.8912048,0.00009014292,0.0053564063,0.00024385196,0.00000446284,0.0033781526,0.01710012],"genre_scores_gemma":[0.98371416,0.0006417084,0.014520226,0.00005844224,0.0004935556,0.00007247649,0.000053318723,0.0001020816,0.00034401444],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990612,0.000014212436,0.00027331786,0.00032512486,0.00010642824,0.00021967696],"domain_scores_gemma":[0.9995355,0.000017216826,0.000044253,0.00028778656,0.00005552926,0.000059690632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000800539,0.00026867818,0.00027927718,0.000192993,0.000026939771,0.000039020368,0.00015099245,0.00045898798,0.000060008977],"category_scores_gemma":[0.000022158521,0.00029163613,0.0001334364,0.00011550903,0.000051589122,0.000042143423,0.00023783669,0.000592126,0.0000107639735],"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":[0.00007144131,0.00011156441,0.00026571934,0.0023396497,0.0011645305,0.00007132625,0.0004639278,0.5549215,0.39703426,0.0045235497,0.02462725,0.01440529],"study_design_scores_gemma":[0.00029482282,0.0000373158,0.000013255924,0.000680408,0.00030677684,0.00002044131,0.000036020352,0.54540044,0.41032833,0.020105047,0.021874197,0.0009029508],"about_ca_topic_score_codex":0.000006883935,"about_ca_topic_score_gemma":0.000005597326,"teacher_disagreement_score":0.9067068,"about_ca_system_score_codex":0.00026937696,"about_ca_system_score_gemma":0.000041492243,"threshold_uncertainty_score":0.99995357},"labels":[],"label_agreement":null},{"id":"W4404832703","doi":"10.1142/9789819800674_0014","title":"Using minimum covariance determinant for simultaneous noise removal and robust planar surface fitting in coordinate metrology","year":2024,"lang":"en","type":"book-chapter","venue":"Series on advances in mathematics for applied sciences","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Covariance; Planar; Metrology; Noise (video); Mathematics; Surface (topology); Computer science; Algorithm; Artificial intelligence; Statistics; Geometry; Computer graphics (images)","score_opus":0.04112009742900528,"score_gpt":0.290070906383233,"score_spread":0.24895080895422775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404832703","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":[0.01720967,0.033652842,0.67789966,0.00020474006,0.0028358123,0.010219566,0.0005959374,0.0013096043,0.25607216],"genre_scores_gemma":[0.026804535,0.0024569246,0.96302915,0.000043361524,0.00010642916,0.00022943347,0.000015856142,0.00016770963,0.0071466262],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980412,0.0000055302835,0.00063145097,0.0005873476,0.00021171065,0.00052275084],"domain_scores_gemma":[0.99860084,0.0009055774,0.0002036745,0.00020248903,0.000039702725,0.00004769488],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087337964,0.00046511454,0.0007887632,0.00036882106,0.00013729188,0.000047410143,0.0003071952,0.00029169716,0.0000028346835],"category_scores_gemma":[0.00012396088,0.00043235757,0.00007135698,0.00013903888,0.00048221278,0.00019711316,0.00004533921,0.00031748926,0.00000133608],"study_design_candidate":"theoretical_or_conceptual","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":[0.00024354241,0.000029075176,0.000006506896,0.0035704023,0.00004009523,0.000060668906,0.0004421201,0.5026712,0.0075453566,0.48079103,0.000016262393,0.004583758],"study_design_scores_gemma":[0.0006393449,0.00046499333,2.1350687e-7,0.0012911627,0.000080258935,0.00005986483,0.00041270774,0.27170542,0.004233273,0.69860333,0.021682726,0.00082671863],"about_ca_topic_score_codex":4.92652e-7,"about_ca_topic_score_gemma":0.00010312746,"teacher_disagreement_score":0.28512946,"about_ca_system_score_codex":0.00014916724,"about_ca_system_score_gemma":0.000034461333,"threshold_uncertainty_score":0.99981284},"labels":[],"label_agreement":null},{"id":"W4405303731","doi":"10.1109/jsen.2024.3513258","title":"Investigating the Effects of Mechanical Variables on the Performance of Resistive Bend Sensors Used in Digit Motion Tracking","year":2024,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Tracking (education); Resistive touchscreen; Motion (physics); Numerical digit; Computer science; Match moving; Motion sensors; Acoustics; Electronic engineering; Electrical engineering; Engineering; Physics; Artificial intelligence; Mathematics","score_opus":0.022021785248978205,"score_gpt":0.24411083724603985,"score_spread":0.22208905199706164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405303731","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":[0.996761,0.00017683326,0.0020579307,0.000099419776,0.00043455366,0.00015299572,0.0000016895559,0.00006298419,0.0002525697],"genre_scores_gemma":[0.9990952,0.00016453532,0.0005714953,0.000014181728,0.000112279464,0.000004841624,3.0903394e-7,0.000021354092,0.000015804364],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990273,0.00013224763,0.00032431394,0.000093284936,0.00024145572,0.00018137043],"domain_scores_gemma":[0.99885416,0.00086907006,0.00008201929,0.00011656724,0.000048283662,0.000029880446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007737073,0.00012218024,0.0001842199,0.00014514824,0.000068428875,0.000022185426,0.000120650475,0.000075605676,0.0000050002923],"category_scores_gemma":[0.00039937327,0.00007309939,0.00006743968,0.00024560426,0.00007339031,0.00012694328,0.00000743488,0.00061744294,8.7028275e-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":[0.000024867151,0.000023353354,0.0013537526,0.00034142353,0.000110819215,0.0000205195,0.0011432865,0.10773066,0.8819757,0.0010050979,0.00022836972,0.0060421284],"study_design_scores_gemma":[0.00015065675,0.00013385403,0.0016438646,0.0010567462,0.00003337416,0.000026882566,0.00009344839,0.034372866,0.9611492,0.0012061761,0.0000545526,0.00007835685],"about_ca_topic_score_codex":0.000002383608,"about_ca_topic_score_gemma":0.0000033869196,"teacher_disagreement_score":0.0791735,"about_ca_system_score_codex":0.00007317653,"about_ca_system_score_gemma":0.0000169238,"threshold_uncertainty_score":0.2980907},"labels":[],"label_agreement":null},{"id":"W4405603635","doi":"10.2316/j.2025.206-1118","title":"DESIGN AND OPTIMISATION OF THE DAMPING SYSTEM FOR OPTICAL SCANNING EQUIPMENT, 175-183.","year":2024,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering; Mechanical engineering; Automotive engineering","score_opus":0.026616722511358246,"score_gpt":0.2789761601301119,"score_spread":0.2523594376187536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405603635","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":[0.032805566,0.00063428615,0.965504,0.00023711103,0.00063185615,0.00008739724,0.0000010320247,0.000036763748,0.00006199907],"genre_scores_gemma":[0.8713264,0.00008750141,0.12849328,0.0000060116963,0.000072120034,0.0000023685286,8.729833e-7,0.000006109932,0.0000053443337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995693,0.000008935163,0.00020849466,0.000037242226,0.0001316656,0.000044354423],"domain_scores_gemma":[0.9996949,0.00007719824,0.00006932951,0.0000229654,0.00012093978,0.000014653865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032221302,0.000045108194,0.00007275804,0.00009228396,0.000020015168,0.000036780097,0.00005744964,0.0000295415,4.5816313e-7],"category_scores_gemma":[0.00003366806,0.000033430402,0.000026629556,0.000031445375,0.000017361597,0.00015284905,0.0000115083085,0.000055513025,5.2642893e-8],"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":[0.000025709864,0.0000096184485,0.00023942921,0.00025460657,0.00021425913,0.0000030306744,0.00032012918,0.79910916,0.13480148,0.018730508,0.00014385748,0.04614819],"study_design_scores_gemma":[0.00023729415,0.000056667104,0.00069636723,0.0006861343,0.00005390295,0.00007025683,0.00006030384,0.945061,0.05140172,0.0014346634,0.00019058157,0.00005106636],"about_ca_topic_score_codex":1.6156876e-7,"about_ca_topic_score_gemma":8.031015e-8,"teacher_disagreement_score":0.8385208,"about_ca_system_score_codex":0.000059158436,"about_ca_system_score_gemma":0.000014293963,"threshold_uncertainty_score":0.13632523},"labels":[],"label_agreement":null},{"id":"W4405716284","doi":"10.48550/arxiv.2412.16149","title":"The Classical Super-Phaserotation Infrared Triangle","year":2024,"lang":"en","type":"preprint","venue":"UvA-DARE (University of Amsterdam)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut Périmètre de physique théorique; European Commission; Government of Canada","keywords":"Infrared; Physics; Optics","score_opus":0.016987521471585634,"score_gpt":0.21920364862614042,"score_spread":0.20221612715455478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405716284","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":[0.6471365,0.012097231,0.15952173,0.006018882,0.0077613816,0.003419233,0.000624008,0.0060741175,0.15734692],"genre_scores_gemma":[0.98262876,0.0009990997,0.0063369754,0.000035055647,0.000205783,0.0000070694628,0.00016667943,0.00007361176,0.009546978],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990432,0.00005326734,0.00017619993,0.0002652368,0.00022873443,0.00023335543],"domain_scores_gemma":[0.9992546,0.000086578046,0.00007270456,0.00041481177,0.0001037835,0.00006755399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022427805,0.00022259481,0.0003387297,0.00019377244,0.00013717558,0.000032291442,0.00044159906,0.00032908778,0.000056659053],"category_scores_gemma":[0.000029596984,0.00022405686,0.00023405548,0.00015332148,0.00016240276,0.00009514226,0.0004100086,0.00070516556,0.000036286805],"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":[0.0011639289,0.00039090062,0.0007921385,0.004480237,0.0032016828,0.0004754274,0.012978045,0.007696695,0.035453048,0.013461073,0.38724247,0.53266436],"study_design_scores_gemma":[0.004283699,0.0005699081,0.0032871978,0.001655328,0.0012222327,0.00001593733,0.005818013,0.027199533,0.013215827,0.0939719,0.84676486,0.001995571],"about_ca_topic_score_codex":0.000014663084,"about_ca_topic_score_gemma":0.00012441992,"teacher_disagreement_score":0.5306688,"about_ca_system_score_codex":0.00017659353,"about_ca_system_score_gemma":0.00006542262,"threshold_uncertainty_score":0.91367733},"labels":[],"label_agreement":null},{"id":"W4406452362","doi":"10.1016/s1097-8690(13)70016-7","title":"10.1016/s1097-8690(13)70016-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Spur; CAD; Colchicine; Computer science; Engineering drawing; Medicine; Engineering; Internal medicine; Anatomy","score_opus":0.005639849491140176,"score_gpt":0.16568123822230907,"score_spread":0.16004138873116888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406452362","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045452223,0.00017090037,0.00017400725,0.000048616675,0.000002623035,0.0001482932,0.0000043917794,0.0012130802,0.99778354],"genre_scores_gemma":[0.00066095387,0.0000017248445,0.0013776646,0.000023541968,0.00010007647,0.000039794413,0.0000077367085,0.00003771645,0.9977508],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934304,0.000010968283,0.00013152702,0.00013756395,0.00010730659,0.00026958235],"domain_scores_gemma":[0.99964374,0.00001533177,0.000008529494,0.00021726199,0.000021089763,0.00009406768],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009752478,0.00013914409,0.00014846558,0.000079564976,0.00003398339,0.000009951423,0.00014165486,0.00007413058,0.983644],"category_scores_gemma":[0.000013260155,0.00014284565,0.0000413934,0.00013908057,0.000018128028,0.00008843039,0.000012112708,0.00011685515,0.9641318],"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":[0.000024475201,0.000013915649,2.543443e-7,0.000007004869,0.000019453311,0.0000035745156,0.0000072374346,0.0012771961,0.0020532263,6.705204e-7,0.34501976,0.65157324],"study_design_scores_gemma":[0.00013519562,0.000071903756,0.000014481318,0.000010620215,0.000011573863,0.0000030972994,2.5770672e-7,0.0003092734,0.0044847997,0.000028080589,0.9947646,0.00016608543],"about_ca_topic_score_codex":0.0000023158864,"about_ca_topic_score_gemma":2.2935544e-7,"teacher_disagreement_score":0.6514071,"about_ca_system_score_codex":0.000044778622,"about_ca_system_score_gemma":0.0000052262667,"threshold_uncertainty_score":0.5825076},"labels":[],"label_agreement":null},{"id":"W4406462724","doi":"10.1016/0967-0653(94)93310-3","title":"10.1016/0967-0653(94)93310-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cruise; Bathythermograph; Calibration; Environmental science; Oceanography; Geology; Mathematics; Statistics","score_opus":0.007263355479712464,"score_gpt":0.17431973326495565,"score_spread":0.16705637778524318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406462724","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031605165,0.00018452866,0.00011296918,0.000033229247,0.0000026188075,0.00014431738,0.000004392995,0.0012029874,0.9979989],"genre_scores_gemma":[0.00060928345,0.0000014901822,0.0013362047,0.000024594789,0.00009776593,0.000038616232,0.000009629815,0.00003632058,0.99784607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999359,0.000011184124,0.00013085667,0.00013278874,0.00010502809,0.00026113482],"domain_scores_gemma":[0.9996575,0.000014483727,0.00000834329,0.00021128012,0.000016855682,0.00009151458],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000096747244,0.00013441846,0.00015215186,0.000075714604,0.00003334846,0.000009684904,0.00013985347,0.0000754463,0.98555315],"category_scores_gemma":[0.000009911733,0.00013909442,0.00004165679,0.000121511184,0.00001722745,0.00008946093,0.000011482655,0.00011608322,0.97714895],"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":[0.000020623764,0.000013185881,2.1983075e-7,0.00000747902,0.000018224886,0.0000036930476,0.0000069949406,0.001047034,0.0010512639,0.0000014286776,0.18003193,0.81779796],"study_design_scores_gemma":[0.00011748674,0.000067323796,0.000010876394,0.000009912847,0.000011870599,0.0000032778792,2.3622471e-7,0.00027448707,0.0042768377,0.000037113383,0.99502885,0.00016169957],"about_ca_topic_score_codex":0.0000016599306,"about_ca_topic_score_gemma":1.5641884e-7,"teacher_disagreement_score":0.81763625,"about_ca_system_score_codex":0.000042509404,"about_ca_system_score_gemma":0.000004594153,"threshold_uncertainty_score":0.5672106},"labels":[],"label_agreement":null},{"id":"W4406519538","doi":"10.1016/s0885-9264(96)80010-8","title":"10.1016/s0885-9264(96)80010-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Refractive error; Computer science; Optics; Optometry; Medicine; Physics; Visual acuity","score_opus":0.005821165035555512,"score_gpt":0.16705024675528837,"score_spread":0.16122908171973285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406519538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036814055,0.00016287765,0.00017531322,0.0000466627,0.0000025198065,0.0001478569,0.000004276696,0.0012114933,0.9978809],"genre_scores_gemma":[0.00045848527,0.0000017734617,0.0018892466,0.000023863831,0.000096665,0.000039142138,0.000008131929,0.000037773923,0.9974449],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999346,0.000010888415,0.00012977736,0.00013683761,0.00010727001,0.00026921122],"domain_scores_gemma":[0.99964255,0.000015129812,0.000008407591,0.00021859324,0.000021303938,0.000094023526],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000099910525,0.00013825412,0.00014819928,0.0000811877,0.000034287707,0.000010119272,0.00014130124,0.00007713774,0.98750144],"category_scores_gemma":[0.000013990438,0.00014322974,0.000041887848,0.00013999581,0.00001774882,0.00008861573,0.000012110273,0.00012155922,0.9681548],"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":[0.000023165216,0.000014388239,2.9173128e-7,0.0000068634895,0.000019278628,0.0000035168432,0.000007326474,0.00094923895,0.0024553416,0.0000011192321,0.31370246,0.682817],"study_design_scores_gemma":[0.00013096127,0.00006994644,0.000012460938,0.000010075263,0.000011677758,0.0000032660332,2.3416092e-7,0.00027500928,0.005900951,0.000028479426,0.993392,0.00016494776],"about_ca_topic_score_codex":0.0000014945668,"about_ca_topic_score_gemma":1.1003826e-7,"teacher_disagreement_score":0.68265206,"about_ca_system_score_codex":0.000043402386,"about_ca_system_score_gemma":0.000005157272,"threshold_uncertainty_score":0.5840739},"labels":[],"label_agreement":null},{"id":"W4406668905","doi":"10.1016/b978-0-12-802717-2.00011-3","title":"10.1016/b978-0-12-802717-2.00011-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chart; Computer science; Mathematics; Statistics","score_opus":0.011272114523625398,"score_gpt":0.17355207753885754,"score_spread":0.16227996301523215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406668905","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.3629774e-7,0.00076024386,0.00008677619,0.000018791017,0.000008609869,0.00037711477,0.000041947453,0.0017340891,0.9969722],"genre_scores_gemma":[0.0000020503592,0.000008089079,0.0008504108,0.00002604823,0.00032143656,0.00004721152,0.00007874948,0.00020962724,0.99845636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987147,0.000007078428,0.0003126621,0.00033328938,0.00024259475,0.0003896758],"domain_scores_gemma":[0.9992268,0.000028092829,0.000045152286,0.00048896694,0.000044611446,0.00016635763],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011074425,0.00048889575,0.00049416546,0.0003028758,0.000045178887,0.000017457503,0.00030087552,0.00047248704,0.9887707],"category_scores_gemma":[0.000009673396,0.0005380367,0.00015640348,0.000033071217,0.000046151432,0.00007733042,0.00004251172,0.00047316926,0.9731912],"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":[0.00004211388,0.000008436623,9.117202e-9,0.000030103278,0.00011273021,0.000019397059,0.0000048890106,0.00022205089,0.00015836902,0.00006726809,0.30048105,0.69885355],"study_design_scores_gemma":[0.00014281161,0.00012047484,3.2305672e-7,0.00010251683,0.00007892818,0.000007813724,5.7418923e-8,0.00003380748,0.00034765794,0.0007145791,0.9979134,0.00053762575],"about_ca_topic_score_codex":0.0000010935856,"about_ca_topic_score_gemma":3.6195027e-7,"teacher_disagreement_score":0.698316,"about_ca_system_score_codex":0.00013647584,"about_ca_system_score_gemma":0.000018436245,"threshold_uncertainty_score":0.9997071},"labels":[],"label_agreement":null},{"id":"W4406674295","doi":"10.1016/b978-0-08-022093-2.50011-7","title":"10.1016/b978-0-08-022093-2.50011-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.010163031965857149,"score_gpt":0.17430209289976298,"score_spread":0.16413906093390582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406674295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.1805627e-7,0.00090362853,0.000082676816,0.000022497152,0.000008924405,0.0003715297,0.000046087574,0.0017231132,0.99684125],"genre_scores_gemma":[0.0000028184224,0.0000078183275,0.0008300296,0.000025350815,0.0003073965,0.00004732493,0.00008744862,0.00020538237,0.99848646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998708,0.0000072213443,0.00031377864,0.0003347198,0.00024439755,0.0003918684],"domain_scores_gemma":[0.9992239,0.000027450706,0.000046926772,0.00048749035,0.00005192714,0.00016230707],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000115329414,0.0004875494,0.0004950864,0.00031200887,0.00004629141,0.000017188453,0.00030274724,0.00046281316,0.98921543],"category_scores_gemma":[0.000010352431,0.00053755834,0.00015691285,0.000041329575,0.00005011663,0.00007505135,0.00004552939,0.00049007096,0.97974366],"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":[0.0000436432,0.000008338977,6.7012857e-9,0.000032850592,0.00012426662,0.000017620543,0.000005035808,0.00025612,0.00020696645,0.00009288705,0.29210076,0.7071115],"study_design_scores_gemma":[0.000140962,0.00011919143,2.5063798e-7,0.00009809187,0.00007716405,0.000008068223,6.067579e-8,0.00003298962,0.00040731774,0.00077451835,0.9978018,0.00053959724],"about_ca_topic_score_codex":9.3763373e-7,"about_ca_topic_score_gemma":2.0659155e-7,"teacher_disagreement_score":0.7065719,"about_ca_system_score_codex":0.00013681265,"about_ca_system_score_gemma":0.00001856352,"threshold_uncertainty_score":0.9997076},"labels":[],"label_agreement":null},{"id":"W4406763952","doi":"10.1115/imece2024-145556","title":"Analysing the Influence of Geometry and Tool Paths for a Laser-Based DED Application","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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 Windsor","funders":"","keywords":"Computer science; Laser; Geometry; Engineering drawing; Engineering; Optics; Mathematics; Physics","score_opus":0.009192572057193288,"score_gpt":0.24928505473950996,"score_spread":0.24009248268231667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406763952","genre_codex":"methods","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":[0.49584037,0.00024705162,0.5035053,0.000029972081,0.000007704735,0.00012641834,0.0000018262101,0.00015596503,0.00008536612],"genre_scores_gemma":[0.98904586,0.000021355796,0.010777121,0.000038906077,0.000010169768,0.00008354511,0.0000027693177,0.0000070568376,0.000013237809],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974006,0.0000034860986,0.000086114116,0.000066805434,0.000041116364,0.000062386025],"domain_scores_gemma":[0.99978936,0.00008224773,0.000008699761,0.000087912624,0.000023463508,0.000008310232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015862931,0.000044872093,0.000060974475,0.00007064637,0.00001736585,0.000007528645,0.00003647294,0.00002698084,0.0000017777427],"category_scores_gemma":[0.000024821664,0.000030877494,0.00002232293,0.00016417548,0.000019865302,0.000050984694,0.0000042323736,0.000036837882,3.8658612e-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":[0.000013414828,0.000009941992,0.0021573987,0.00035655336,0.000069817455,3.5635983e-7,0.00004978396,0.05394035,0.84384507,0.0030320827,0.00020996488,0.096315295],"study_design_scores_gemma":[0.00018831604,0.000053519452,0.004314505,0.000048261678,0.00009601567,7.972623e-7,0.000025116686,0.30268088,0.6816444,0.0036937324,0.0071239024,0.00013057317],"about_ca_topic_score_codex":0.0000022649187,"about_ca_topic_score_gemma":0.00000497509,"teacher_disagreement_score":0.49320546,"about_ca_system_score_codex":0.000011374959,"about_ca_system_score_gemma":0.000005337791,"threshold_uncertainty_score":0.12591477},"labels":[],"label_agreement":null},{"id":"W4407686115","doi":"10.1088/1681-7575/adb753","title":"Calibration of an Internal-Length Standard by Angle-Stepping Gap Interferometry","year":2025,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Measurement and Metrology Techniques","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":"National Research Council Canada","funders":"","keywords":"Calibration; Interferometry; Optics; Length measurement; Materials science; Physics; Mathematics; Statistics","score_opus":0.01374958111233983,"score_gpt":0.2620281512305068,"score_spread":0.24827857011816698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407686115","genre_codex":"methods","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":[0.41104195,0.00081486726,0.58299726,0.000029843732,0.00026974163,0.000108046974,0.000016529244,0.00043286307,0.004288923],"genre_scores_gemma":[0.98999816,0.000046399975,0.009644753,0.000102128804,0.000021546506,0.000020890495,0.000019826277,0.000016105083,0.00013021556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916595,0.000054161483,0.0002868602,0.0001713076,0.0001193053,0.00020241262],"domain_scores_gemma":[0.9995823,0.000048103404,0.00005164996,0.00022954772,0.000052459396,0.00003595843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036220974,0.00014431516,0.0002738295,0.0003565249,0.000026090294,0.000012664469,0.0002083075,0.0001368296,0.00004365052],"category_scores_gemma":[0.000109117886,0.00013682345,0.00005052834,0.0003400364,0.00005329532,0.00020767616,0.00003813667,0.00020505198,8.723663e-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":[0.00033870817,0.00010439509,0.031161519,0.0002268533,0.0003045146,0.0000059145095,0.00011762748,0.0012721574,0.89897174,0.0020647952,0.009138075,0.056293674],"study_design_scores_gemma":[0.000695902,0.00064703287,0.0011925912,0.000059985097,0.000058574835,0.0000014184261,0.000098510965,0.010240069,0.98001635,0.002125007,0.0046481784,0.00021639584],"about_ca_topic_score_codex":0.0000064474616,"about_ca_topic_score_gemma":0.000009752928,"teacher_disagreement_score":0.5789562,"about_ca_system_score_codex":0.00009687193,"about_ca_system_score_gemma":0.000010023381,"threshold_uncertainty_score":0.55794984},"labels":[],"label_agreement":null},{"id":"W4407937501","doi":"10.1109/lawp.2025.3545580","title":"Revisiting Orthomode Transducers Axial Ratio Characterization Using Back-to-Back Configuration","year":2025,"lang":"en","type":"article","venue":"IEEE Antennas and Wireless Propagation Letters","topic":"Advanced Measurement and Metrology Techniques","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":"Transducer; Characterization (materials science); Insertion loss; Acoustics; Materials science; Electronic engineering; Physics; Engineering; Optics; Optoelectronics","score_opus":0.016842197861384505,"score_gpt":0.24346585096248527,"score_spread":0.22662365310110077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407937501","genre_codex":"methods","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":[0.48095903,0.000013295815,0.5177067,0.0006426858,0.0001992489,0.00026757963,0.0000031173602,0.000102282225,0.000106054395],"genre_scores_gemma":[0.99650574,0.000092277856,0.0018299031,0.0012490717,0.00015810393,0.000028042023,0.00005443937,0.000023234326,0.00005917337],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912,0.00004090511,0.00030302463,0.00022321178,0.00010835685,0.00020448597],"domain_scores_gemma":[0.99969083,0.00001485727,0.00006026346,0.00010950023,0.00007848208,0.000046042624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016323439,0.00017027384,0.00019688695,0.00019888624,0.00012036665,0.000060286515,0.00005870112,0.00007942387,0.00001565228],"category_scores_gemma":[0.000008915846,0.0001769436,0.00003591278,0.00025419972,0.00003917202,0.00036717457,0.000005112729,0.00012072088,0.0000075335506],"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":[0.000025082829,0.0000044918224,0.00068146724,0.00011004719,0.000021116257,0.0000012437375,0.00014665234,0.0017771211,0.9836657,0.00018530765,0.00005523649,0.013326547],"study_design_scores_gemma":[0.00069092214,0.00003581214,0.0048744897,0.00048388302,0.000056773813,0.0000043436944,0.000052991032,0.15027267,0.84181255,0.000036715806,0.0012568482,0.00042201407],"about_ca_topic_score_codex":0.0000054307807,"about_ca_topic_score_gemma":0.000002426738,"teacher_disagreement_score":0.5158768,"about_ca_system_score_codex":0.000070307666,"about_ca_system_score_gemma":0.000017315086,"threshold_uncertainty_score":0.72155505},"labels":[],"label_agreement":null},{"id":"W4408518366","doi":"10.1051/0004-6361/202347814","title":"The SPIRou Legacy Survey","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Université de Montréal","funders":"Agence Nationale de la Recherche","keywords":"Physics; Radial velocity; Astrophysics; Astronomy; Infrared; Stars","score_opus":0.008879468141943129,"score_gpt":0.2190643823518401,"score_spread":0.21018491420989696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408518366","genre_codex":"methods","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":[0.12976906,0.0004414478,0.8663773,0.000050106402,0.00018765428,0.00008774578,0.000003499905,0.00015110872,0.0029320829],"genre_scores_gemma":[0.98346007,0.000056009027,0.016214015,0.000018102362,0.000047016238,0.000016980464,0.000007372941,0.000008022441,0.00017238375],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996228,0.00001626602,0.000084360836,0.00008023587,0.00003349245,0.00016284447],"domain_scores_gemma":[0.9997736,0.000048160593,0.000011969247,0.00012698687,0.000018147954,0.000021123486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009371965,0.000086921624,0.000082677914,0.000018810182,0.00012743603,0.00003751751,0.00008312974,0.000022436312,0.0000013500797],"category_scores_gemma":[0.000006240335,0.000068132904,0.00002204177,0.00007828946,0.000055317807,0.00010967465,0.000024514344,0.00011542909,0.0000027968933],"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":[0.000011818451,0.000008458057,0.007880732,0.000005222704,0.000050409082,2.0563861e-7,0.000007745262,0.00039338824,0.0017227484,0.0059257983,0.0009592799,0.9830342],"study_design_scores_gemma":[0.00046536612,0.00007554546,0.121693216,0.000023804847,0.000032173328,3.9427522e-7,0.00009552995,0.00038443276,0.02066148,0.0028769297,0.85346717,0.00022393571],"about_ca_topic_score_codex":0.000004862667,"about_ca_topic_score_gemma":0.000008307358,"teacher_disagreement_score":0.98281026,"about_ca_system_score_codex":0.000013362636,"about_ca_system_score_gemma":0.000008946577,"threshold_uncertainty_score":0.2778379},"labels":[],"label_agreement":null},{"id":"W4408904176","doi":"10.1051/0004-6361/202453152","title":"<i>Euclid</i>: Searches for strong gravitational lenses using convolutional neural nets in Early Release Observations of the Perseus field","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Cegep Edouard Montpetit; Perimeter Institute; University of Waterloo; University of Toronto","funders":"Agenția Spațială Română; Norsk Romsenter; National Astronomical Observatory of Japan; Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; Magyar Tudományos Akadémia; European Space Agency; Agenzia Spaziale Italiana; Science and Technology Facilities Council; National Research Foundation; University of Toronto; Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft; Department of Science and Innovation, South Africa; European Commission; National Aeronautics and Space Administration; Ministerio de Ciencia, Innovación y Universidades","keywords":"Convolutional neural network; Physics; Galaxy; Lens (geology); Artificial intelligence; Astrophysics; Gravitational lens; Sample (material); Sky; Strong gravitational lensing; Astronomy; Optics; Computer science; Redshift","score_opus":0.038255052591076935,"score_gpt":0.2599980948507464,"score_spread":0.22174304225966945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408904176","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":[0.6852612,0.000050473634,0.31434307,0.000104307896,0.0000542664,0.00012799948,0.000022401422,0.000014550556,0.000021733238],"genre_scores_gemma":[0.9451542,0.000002621548,0.054736253,0.000032144395,0.000022686221,0.000022853836,0.000010878414,0.000005271103,0.0000131187535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995959,0.000013954746,0.00012470258,0.00008244827,0.000052633564,0.00013040303],"domain_scores_gemma":[0.9997569,0.00008659858,0.000026599939,0.00007041624,0.000044558907,0.000014969397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039769453,0.00007480831,0.00009587728,0.000041491607,0.00006757326,0.0000070100173,0.000062921026,0.000028242803,8.765697e-7],"category_scores_gemma":[0.00001675997,0.000069902606,0.000045438737,0.00009588842,0.000057626687,0.000117241296,0.000020493115,0.00010899223,4.326247e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012415566,0.00012594827,0.5743276,0.00012196418,0.00016468477,4.505692e-7,0.00028561146,0.1723703,0.11996776,0.045735657,0.00044887114,0.08632703],"study_design_scores_gemma":[0.0018794424,0.00025973993,0.88358134,0.0002014018,0.00010401226,8.5156114e-7,0.0005843546,0.04354134,0.057862807,0.0055488483,0.006108798,0.00032708197],"about_ca_topic_score_codex":0.00002343315,"about_ca_topic_score_gemma":0.000009665906,"teacher_disagreement_score":0.30925375,"about_ca_system_score_codex":0.000023525443,"about_ca_system_score_gemma":0.000037678965,"threshold_uncertainty_score":0.28505453},"labels":[],"label_agreement":null},{"id":"W4408909728","doi":"10.1016/j.cirpj.2025.03.005","title":"Advanced ultra-high precision system (NanoCyl) for accurate cylindricity measurements","year":2025,"lang":"en","type":"article","venue":"CIRP journal of manufacturing science and technology","topic":"Advanced Measurement and Metrology Techniques","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":"Polytechnique Montréal","funders":"European Partnership on Metrology","keywords":"Computer science","score_opus":0.015340969059881162,"score_gpt":0.26101396102733837,"score_spread":0.2456729919674572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408909728","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":[0.8780099,0.000909666,0.11860557,0.0001994301,0.00088802463,0.0003063549,0.0000018364166,0.0002743827,0.0008048244],"genre_scores_gemma":[0.98948926,0.00015937244,0.010258068,0.00002305324,0.000024453382,0.000018654462,2.233936e-7,0.000009356337,0.000017557459],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875546,0.000009991663,0.00039197895,0.00020460304,0.00029617472,0.0003417694],"domain_scores_gemma":[0.999071,0.000054874192,0.00016790541,0.00020642902,0.00044152426,0.000058285787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011827803,0.00015301336,0.0003187535,0.0010490019,0.0002237315,0.000032319567,0.000501947,0.00014426374,8.845595e-7],"category_scores_gemma":[0.00028736365,0.0001287513,0.000041053423,0.00044456465,0.00026817134,0.0003826764,0.000040658935,0.00025612567,4.870916e-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":[0.00008134212,0.000029699502,0.00079956296,0.00021794083,0.00007097688,0.000007714572,0.000031926644,0.0018669452,0.71988124,0.001671596,0.00015721947,0.27518386],"study_design_scores_gemma":[0.0006926644,0.00013636678,0.0012036333,0.0002222175,0.000034034445,0.0000404369,0.0000881646,0.00012454164,0.9923403,0.0034872547,0.0015180523,0.00011230635],"about_ca_topic_score_codex":4.4045385e-7,"about_ca_topic_score_gemma":0.0000010450838,"teacher_disagreement_score":0.27507153,"about_ca_system_score_codex":0.00024343039,"about_ca_system_score_gemma":0.00008610142,"threshold_uncertainty_score":0.5250326},"labels":[],"label_agreement":null},{"id":"W4409019383","doi":"10.1016/j.cirpj.2025.03.003","title":"Machine learning models for predicting volumetric errors based on scale and master balls artefact probing data","year":2025,"lang":"en","type":"article","venue":"CIRP journal of manufacturing science and technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dawson College; Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scale (ratio); Computer science; Artificial intelligence; Machine learning; Cartography; Geography","score_opus":0.030132598940537814,"score_gpt":0.2505831989997685,"score_spread":0.22045060005923067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409019383","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":[0.6708645,0.0012762691,0.32573128,0.00072677084,0.0002369578,0.00026277755,0.0000047581125,0.00024483266,0.00065182196],"genre_scores_gemma":[0.98552793,0.00013856807,0.014222153,0.000044122415,0.00001761327,0.0000057751977,9.748488e-7,0.000010558423,0.000032280972],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989962,0.0000100609395,0.00025975853,0.0002439377,0.00019904801,0.00029096924],"domain_scores_gemma":[0.99940515,0.000084176456,0.00011405785,0.00022868339,0.00011663623,0.000051298728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013150725,0.00013072227,0.0002284467,0.0016310879,0.00023372588,0.000042828928,0.00044629024,0.00010585598,0.0000010811536],"category_scores_gemma":[0.00032862034,0.000113370974,0.00001883278,0.00042738195,0.0002571894,0.000483541,0.0001219701,0.0004301778,1.07521316e-7],"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":[0.00015883248,0.00009937703,0.0626074,0.0005314989,0.00013187599,0.000023491975,0.00020093462,0.121229574,0.063419476,0.00067956187,0.0002971217,0.75062084],"study_design_scores_gemma":[0.0010043982,0.000422662,0.0014782863,0.00032929078,0.00006719669,0.000047572088,0.00015278229,0.7427621,0.2448027,0.0061490154,0.0025725928,0.00021140435],"about_ca_topic_score_codex":9.646046e-7,"about_ca_topic_score_gemma":0.0000026393532,"teacher_disagreement_score":0.7504094,"about_ca_system_score_codex":0.00006376498,"about_ca_system_score_gemma":0.000051681178,"threshold_uncertainty_score":0.4623134},"labels":[],"label_agreement":null},{"id":"W4409036279","doi":"10.3749/9780921294801.app01","title":"APPENDIX A1: LAMTRACE DATA REDUCTION SOFTWARE FOR LA–ICP–MS","year":2008,"lang":"en","type":"book-chapter","venue":"Mineralogical Association of Canada eBooks","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Reduction (mathematics); Computer science; Data reduction; Mathematics; Data mining","score_opus":0.0305606109449675,"score_gpt":0.2242737205255662,"score_spread":0.1937131095805987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409036279","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004488461,0.0011649566,0.018389326,0.00044063348,0.001333391,0.0014881272,0.0024892553,0.0009201998,0.97332525],"genre_scores_gemma":[0.012374608,0.00032175303,0.023890793,0.0001652781,0.0006984337,0.000103014485,0.003419244,0.00016445773,0.9588624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985073,0.000018247005,0.00043330935,0.00030102802,0.00045656084,0.00028350475],"domain_scores_gemma":[0.9988931,0.00016569186,0.00029205953,0.00034551424,0.00022545844,0.00007820207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030036902,0.0002834804,0.00048566135,0.00007809323,0.00007723772,0.000008364892,0.00029138467,0.0005493618,0.000061957355],"category_scores_gemma":[0.00022569929,0.00028466154,0.000084647516,0.00001601748,0.000038719445,0.000055192242,0.00004512432,0.0003492938,0.0000016524568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032294174,0.0000103123575,0.000039392904,0.000119627475,0.00029189294,0.000010950499,0.000026598469,0.00030370173,0.0020575912,0.005386325,0.9825038,0.009217563],"study_design_scores_gemma":[0.00029788876,0.000048426387,0.000044203312,0.000045754354,0.00007731683,0.000006501001,0.0000019076806,0.00008747706,0.0006615643,0.0028925326,0.9955329,0.00030355083],"about_ca_topic_score_codex":0.0013124073,"about_ca_topic_score_gemma":0.042302873,"teacher_disagreement_score":0.040990468,"about_ca_system_score_codex":0.0006850974,"about_ca_system_score_gemma":0.00024626753,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W4409171549","doi":"10.1016/j.procir.2025.02.022","title":"Simulation-Based Enhancement of Flexure Hinges Machining for the Ariel Telescope M1 Mirror","year":2025,"lang":"en","type":"article","venue":"Procedia CIRP","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut sur la Nutrition et les Aliments Fonctionnels; Istituto Nazionale di Astrofisica; Agenzia Spaziale Italiana","keywords":"Hinge; Machining; Telescope; Aerospace engineering; Engineering; Mechanical engineering; Optics; Computer science; Physics","score_opus":0.022018199849339302,"score_gpt":0.29379030714120236,"score_spread":0.2717721072918631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409171549","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":[0.0134273395,0.001711336,0.98243225,0.00020160736,0.00026735547,0.0006144519,0.000006024742,0.0002514554,0.0010881728],"genre_scores_gemma":[0.9726062,0.000023451432,0.026738312,0.00019002482,0.000026390422,0.00028100723,0.0000068362287,0.00001494281,0.00011287682],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945104,0.0000058634787,0.00018097978,0.00011428815,0.0000897052,0.00015812692],"domain_scores_gemma":[0.99929404,0.0004129479,0.000042688487,0.00014637156,0.000087939196,0.000016031203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001995364,0.000108089145,0.00014038733,0.000077741905,0.000071630886,0.000007986178,0.00013696053,0.000060449453,0.000011909327],"category_scores_gemma":[0.00027820584,0.00008574598,0.000048048896,0.00011718644,0.00002989054,0.000047502872,0.000011316939,0.000100104895,8.06877e-7],"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":[0.00040114406,0.00020216109,0.01429093,0.0030494123,0.0005281473,9.528371e-7,0.0015997519,0.52053195,0.30285305,0.0067040357,0.0034583425,0.14638014],"study_design_scores_gemma":[0.0007366896,0.00008629785,0.0006644336,0.00016031538,0.00010533344,3.813063e-8,0.000078412,0.46086738,0.50957006,0.0028103057,0.024735035,0.00018572215],"about_ca_topic_score_codex":0.0000025956901,"about_ca_topic_score_gemma":0.00001197378,"teacher_disagreement_score":0.9591788,"about_ca_system_score_codex":0.000034815526,"about_ca_system_score_gemma":0.000044650216,"threshold_uncertainty_score":0.34966198},"labels":[],"label_agreement":null},{"id":"W4409364361","doi":"10.1609/aaai.v39i16.33887","title":"Bi-Level Optimization for Semi-Supervised Learning with Pseudo-Labeling","year":2025,"lang":"en","type":"article","venue":"Proceedings of the AAAI Conference on Artificial Intelligence","topic":"Advanced Measurement and Metrology Techniques","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":"Canadian Institute for Advanced Research; Carleton University","funders":"","keywords":"Computer science; Semi-supervised learning; Artificial intelligence; Machine learning; Natural language processing","score_opus":0.07135756392470662,"score_gpt":0.2866357382010716,"score_spread":0.21527817427636498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409364361","genre_codex":"methods","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":[0.08293705,0.000056288074,0.90605754,0.0004922902,0.00022872655,0.0007201175,0.0000044671624,0.0003839712,0.009119578],"genre_scores_gemma":[0.9475683,0.000092659066,0.051847722,0.00006271179,0.000028714063,0.00010013685,0.0000016476531,0.00002118015,0.00027693558],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990804,0.0000050393023,0.00030070738,0.0002180057,0.00015793034,0.00023788163],"domain_scores_gemma":[0.99921125,0.00005855634,0.00009542025,0.000096009564,0.0005094633,0.000029290277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027808847,0.000174526,0.00020400048,0.0001485102,0.00014629401,0.000044847406,0.00034540467,0.00009294082,0.000022558937],"category_scores_gemma":[0.00026974003,0.00013377286,0.000054360986,0.0003999838,0.00009946972,0.0001524681,0.000036965797,0.00023945066,0.0000021435508],"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":[0.00038549362,0.0000913782,0.0009835728,0.00038506155,0.000103042126,1.4207772e-7,0.0005565927,0.3057669,0.4431963,0.16146696,0.0001863867,0.08687816],"study_design_scores_gemma":[0.000042534553,0.00010870086,0.000011265339,0.0002917603,0.000028486578,3.5034813e-7,0.00027047077,0.4178113,0.5731558,0.008078277,0.00008415785,0.00011684459],"about_ca_topic_score_codex":0.000002569304,"about_ca_topic_score_gemma":0.0000038350954,"teacher_disagreement_score":0.86463124,"about_ca_system_score_codex":0.00004801858,"about_ca_system_score_gemma":0.000035026584,"threshold_uncertainty_score":0.5455099},"labels":[],"label_agreement":null},{"id":"W4409421407","doi":"10.1017/9781009000963.009","title":"Interferometry and Multilayer Films","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Measurement and Metrology Techniques","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":"IBI Group (Canada); Trent University","funders":"","keywords":"Interferometry; Materials science; Optics; Remote sensing; Geology; Physics","score_opus":0.01958100744519638,"score_gpt":0.19664762973421646,"score_spread":0.17706662228902006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409421407","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022513479,0.0015469359,0.0022842006,0.0000025906188,0.0003372134,0.00020319903,0.000093768045,0.0009585156,0.99434847],"genre_scores_gemma":[0.0064196074,0.00054987596,0.00080970506,0.000016265116,0.000045603552,9.5312345e-7,0.0000152160255,0.00007510686,0.9920677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993116,0.0000042244847,0.000110250745,0.00028728956,0.00010185404,0.00018474023],"domain_scores_gemma":[0.99957657,0.000022831142,0.000028645265,0.00024062181,0.000037386093,0.000093938026],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000047239628,0.00029951177,0.0002810413,0.0002800208,0.000039800914,0.000019355011,0.00016618903,0.00034426482,0.00000585187],"category_scores_gemma":[0.0000026843838,0.00034691233,0.00009439115,0.000006155202,0.00011662646,0.00005689293,0.00016506595,0.0005243005,0.000012432838],"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":[0.00005443048,0.00000443752,0.0000041887547,0.0006274606,0.000559045,0.00045328002,0.00005416745,0.000021566957,0.003828112,0.90104216,0.08887153,0.0044796085],"study_design_scores_gemma":[0.00018287673,0.000036566296,0.0000034575326,0.00021659743,0.00019080742,0.000013090614,0.000010603989,0.00038367635,0.0038393426,0.000034453624,0.9947309,0.0003576507],"about_ca_topic_score_codex":0.0000040269847,"about_ca_topic_score_gemma":6.3804777e-7,"teacher_disagreement_score":0.90585935,"about_ca_system_score_codex":0.000091681395,"about_ca_system_score_gemma":0.000008196988,"threshold_uncertainty_score":0.9998983},"labels":[],"label_agreement":null},{"id":"W4409421760","doi":"10.1017/9781009000963.004","title":"Understanding Optical Instruments","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Measurement and Metrology Techniques","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":"IBI Group (Canada); Trent University","funders":"","keywords":"History","score_opus":0.07087922695772478,"score_gpt":0.21110567280832956,"score_spread":0.1402264458506048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409421760","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003664221,0.00019827434,0.016777117,0.000004730568,0.0004820283,0.00021621083,0.00005507583,0.0011904757,0.98103946],"genre_scores_gemma":[0.0071978928,0.00025257497,0.00067980576,0.000013043697,0.00007382594,7.778875e-7,0.00002297377,0.00008483928,0.99167424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991578,0.0000038972926,0.00012770234,0.00028004614,0.00017955288,0.00025101396],"domain_scores_gemma":[0.9995637,0.000016665546,0.000029472154,0.00025201504,0.000025541445,0.00011261126],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000053371074,0.0003102169,0.00027739737,0.000233561,0.0000638824,0.000024033612,0.00021865025,0.00038209034,0.000004072602],"category_scores_gemma":[0.0000019793913,0.00037673544,0.00013681439,0.0000068706086,0.00013282818,0.00006676052,0.00013180869,0.0005808439,0.000021712543],"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":[0.000014544992,0.0000014938278,6.700011e-7,0.00011653609,0.0001976842,0.00015162738,0.0000072296925,0.000011718144,0.00022883085,0.984471,0.014382989,0.00041563425],"study_design_scores_gemma":[0.00023064514,0.00003512984,6.5759957e-7,0.00024517137,0.0002602322,0.000010896358,0.000014292724,0.0002758147,0.0020132149,0.0006862817,0.9958154,0.0004122742],"about_ca_topic_score_codex":0.0000015462489,"about_ca_topic_score_gemma":5.7147116e-7,"teacher_disagreement_score":0.98378474,"about_ca_system_score_codex":0.0007221488,"about_ca_system_score_gemma":0.00001998561,"threshold_uncertainty_score":0.99986845},"labels":[],"label_agreement":null},{"id":"W4409841495","doi":"10.1101/2025.04.24.25326137","title":"Validity, reliability, and user perspectives of the newly developed joint angle measurement system with inertial measurement unit sensors","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Japan Society for the Promotion of Science; Toyota Motor Corporation","keywords":"Reliability (semiconductor); Inertial measurement unit; Joint (building); Inertial frame of reference; Unit (ring theory); Computer science; Reliability engineering; Units of measurement; Engineering; Physics; Structural engineering; Mathematics; Artificial intelligence; Classical mechanics","score_opus":0.06487112886263804,"score_gpt":0.2516534554649896,"score_spread":0.18678232660235153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409841495","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":[0.9380774,0.0017401966,0.052263524,0.00034041924,0.0008936004,0.0019181697,0.00003363705,0.00080342346,0.0039296662],"genre_scores_gemma":[0.9938829,0.00015800503,0.005543493,0.0000133291205,0.00007851968,0.00018837307,0.000002278669,0.000050192713,0.0000828852],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968559,0.00032903894,0.00061847246,0.0005819049,0.0012551975,0.0003594766],"domain_scores_gemma":[0.99750066,0.000034525507,0.000218765,0.000946817,0.0012077764,0.00009143093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024328,0.00051896606,0.0007410671,0.00022531261,0.00010852765,0.000028626486,0.00043035668,0.00029779534,0.0000057744205],"category_scores_gemma":[0.00036151402,0.00036158628,0.00015210568,0.0002914909,0.00020394984,0.00006284296,0.0005012633,0.0007351825,8.071422e-7],"study_design_candidate":"observational","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":[0.0008311228,0.0008406485,0.56463116,0.023619346,0.0038207776,0.00004584364,0.009798715,0.18414642,0.20267601,0.004211761,0.0031457562,0.0022324156],"study_design_scores_gemma":[0.0036715658,0.0005037645,0.2998333,0.010916113,0.0018245953,0.000034623834,0.004133341,0.004847644,0.66101676,0.00089859864,0.009642182,0.002677514],"about_ca_topic_score_codex":0.000088007604,"about_ca_topic_score_gemma":0.0003095151,"teacher_disagreement_score":0.45834076,"about_ca_system_score_codex":0.0008126673,"about_ca_system_score_gemma":0.0003133398,"threshold_uncertainty_score":0.9998836},"labels":[],"label_agreement":null},{"id":"W4410086422","doi":"10.1109/taes.2025.3565237","title":"Conical Angle Localization: A Linear Solution","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Aerospace and Electronic Systems","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; Royal Military College of Canada","funders":"Defence Research and Development Canada","keywords":"Conical surface; Geometry; Optics; Physics; Computer science; Mathematics","score_opus":0.009421473163677021,"score_gpt":0.23721506796597372,"score_spread":0.2277935948022967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410086422","genre_codex":"methods","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":[0.0054139486,0.0027340408,0.98951334,0.00012087621,0.0004998889,0.0002458138,0.0000025745464,0.0004495982,0.0010198959],"genre_scores_gemma":[0.99747694,0.0011161744,0.00012902469,0.00006616474,0.000032904438,0.00010094537,0.0000016143038,0.000015353,0.0010608564],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992964,0.000026028649,0.00015100052,0.00015607662,0.00008318349,0.00028725472],"domain_scores_gemma":[0.99974525,0.000026608475,0.000015822656,0.00013976412,0.000034008695,0.000038520757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012710081,0.00012812896,0.00016539388,0.00010442229,0.00012794325,0.000016723616,0.00004969998,0.00013198041,0.000006247989],"category_scores_gemma":[0.0000019802596,0.00012873956,0.00003972499,0.00022422048,0.000038978003,0.00006124734,4.1033235e-7,0.00022952346,0.000007332385],"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":[0.00033932817,0.00039307747,0.0005033724,0.0007657075,0.00094320835,0.000007186249,0.00037598945,0.7941406,0.13831252,0.017907895,0.012852587,0.033458527],"study_design_scores_gemma":[0.0028370607,0.00085664284,0.000066071254,0.00044566795,0.00028215672,0.000045119632,0.00024748576,0.60073435,0.21692455,0.00063630176,0.17608915,0.00083544606],"about_ca_topic_score_codex":0.000017011876,"about_ca_topic_score_gemma":0.000077050885,"teacher_disagreement_score":0.992063,"about_ca_system_score_codex":0.00017028085,"about_ca_system_score_gemma":0.000036549707,"threshold_uncertainty_score":0.52498466},"labels":[],"label_agreement":null},{"id":"W4410106796","doi":"10.1090/qam/1716","title":"Signals as submanifolds and configurations of points","year":2025,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Advanced Measurement and Metrology Techniques","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":"Western University","funders":"","keywords":"Mathematics; Geometry; Mathematical analysis; Pure mathematics; Physics","score_opus":0.00807519153771285,"score_gpt":0.23601558002052367,"score_spread":0.2279403884828108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410106796","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":[0.6147371,0.00014863128,0.25386617,0.00003722841,0.000048594375,0.00042618383,0.000009833301,0.00021869663,0.1305076],"genre_scores_gemma":[0.94501173,0.000023511408,0.05487417,0.000011691221,0.000004285977,0.000024553501,0.000002259215,0.000008739796,0.00003907149],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951124,0.0000022451954,0.00026835367,0.00006226048,0.00007364337,0.00008227421],"domain_scores_gemma":[0.99968696,0.0000632635,0.00005629579,0.00013953804,0.000036394063,0.000017536617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111291876,0.000083122846,0.0002184888,0.000101658945,0.000014247629,0.0000034847178,0.00006339819,0.000059617425,0.000019856792],"category_scores_gemma":[0.0000051150773,0.00008234508,0.000023237491,0.00008315676,0.000052610812,0.000028564933,0.0000030380804,0.00004766885,0.0000023290193],"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":[0.000008929441,0.00005917179,0.000010643698,0.00065708335,0.00007851085,2.7408163e-7,0.0014824972,0.000031890733,0.6271951,0.36262187,0.0003126796,0.007541294],"study_design_scores_gemma":[0.00040143906,0.0002136443,0.000112610556,0.000113639035,0.000076169374,0.0000011438144,0.0010878597,0.00092501886,0.53953767,0.45709035,0.00031789497,0.0001225786],"about_ca_topic_score_codex":5.2078036e-7,"about_ca_topic_score_gemma":0.0000013862518,"teacher_disagreement_score":0.33027464,"about_ca_system_score_codex":0.0000070902133,"about_ca_system_score_gemma":0.000008024173,"threshold_uncertainty_score":0.3357935},"labels":[],"label_agreement":null},{"id":"W4410631077","doi":"10.36897/jme/203805","title":"Comparison of Two Machine Learning Models for Predicting Volumetric Errors From On-The-Fly R-Test Type Device Data and Virtual End Point Constraints","year":2025,"lang":"en","type":"article","venue":"Journal of Machine Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ball (mathematics); Computer science; Scaling; Coincidence; Isotropy; Kinematics; Gradient boosting; Machine tool; Artificial neural network; Artificial intelligence; Algorithm; Mathematics; Geometry; Mechanical engineering; Engineering; Physics","score_opus":0.047343194175240015,"score_gpt":0.3065893756806312,"score_spread":0.2592461815053912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410631077","genre_codex":"methods","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":[0.29233965,0.004016987,0.7027169,0.00006533896,0.00037421798,0.0001604782,0.00006973611,0.00009989394,0.00015679724],"genre_scores_gemma":[0.9740876,0.00012966333,0.025610127,0.000019507446,0.00008721286,0.0000028286631,0.000020841513,0.000030383668,0.000011831857],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988752,0.000024589053,0.0005723556,0.00014078028,0.00019356022,0.0001934979],"domain_scores_gemma":[0.99827707,0.0011522763,0.00019499083,0.00020805634,0.000107968815,0.00005966877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086830475,0.00019096622,0.00043308563,0.0003682782,0.000058201855,0.0000179825,0.0003310265,0.00006654201,0.000011615353],"category_scores_gemma":[0.0012656007,0.00016008693,0.00005526338,0.00027804662,0.000036576246,0.0002175748,0.000084657615,0.00065265206,2.0049724e-7],"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":[0.00007332967,0.00005664363,0.028510084,0.0001051054,0.00033608914,0.000003406898,0.00019976834,0.91073406,0.041627716,0.0004034422,0.00023596881,0.01771439],"study_design_scores_gemma":[0.00074311806,0.00025234863,0.00070260913,0.00024968002,0.00012132977,0.000007817735,0.00008470996,0.9874091,0.0095843775,0.00016017375,0.00056334154,0.00012136318],"about_ca_topic_score_codex":0.000012169515,"about_ca_topic_score_gemma":0.000011287442,"teacher_disagreement_score":0.6817479,"about_ca_system_score_codex":0.000054157066,"about_ca_system_score_gemma":0.000024270423,"threshold_uncertainty_score":0.6528155},"labels":[],"label_agreement":null},{"id":"W4411011001","doi":"10.1016/j.isatra.2025.06.003","title":"A segmented model based internal model control scheme of electromagnetic micro-mirror systems","year":2025,"lang":"en","type":"article","venue":"ISA Transactions","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Henan Provincial Science and Technology Research Project; Foundation of Henan Educational Committee; National Natural Science Foundation of China","keywords":"Scheme (mathematics); Internal model; Control (management); Computer science; Control theory (sociology); Physics; Artificial intelligence; Mathematics","score_opus":0.009493071261006458,"score_gpt":0.23190660918505668,"score_spread":0.22241353792405022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411011001","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":[0.01875058,0.00057559926,0.97813195,0.000060447044,0.00011450862,0.00029385538,0.000041415344,0.00039289595,0.0016387766],"genre_scores_gemma":[0.9444427,0.000032618045,0.054656357,0.000059283255,0.0000037827988,0.0001519329,0.0000035539776,0.000018737663,0.00063107593],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992965,0.00001549325,0.00025583635,0.0001307397,0.0000931371,0.00020828685],"domain_scores_gemma":[0.9996707,0.0000240528,0.000026452612,0.00017219645,0.000069723836,0.00003691923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008052066,0.00013923718,0.00022014936,0.00021394253,0.00003998985,0.0000073155443,0.00011127076,0.00009413875,0.000014203115],"category_scores_gemma":[0.0000037279633,0.00014925815,0.00009796446,0.00015628796,0.000036133813,0.00007317428,8.867525e-7,0.0001917501,0.0000013623827],"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":[0.00004330063,0.000041219646,0.000018830455,0.00007432706,0.00007434443,3.0822594e-7,0.00001887782,0.35053334,0.64874196,0.00015332455,0.00007261764,0.00022758087],"study_design_scores_gemma":[0.0009036857,0.00004600125,0.000010739238,0.00006581454,0.000088512286,0.0000010375729,0.000012062483,0.8650368,0.13346331,0.00017808676,0.000102731,0.00009122803],"about_ca_topic_score_codex":0.000011236921,"about_ca_topic_score_gemma":0.000019090257,"teacher_disagreement_score":0.9256921,"about_ca_system_score_codex":0.000089321205,"about_ca_system_score_gemma":0.000050051956,"threshold_uncertainty_score":0.60865706},"labels":[],"label_agreement":null},{"id":"W4412516649","doi":"10.1080/09205071.2025.2535651","title":"Dynamic parameter compensation algorithms for periodic nonlinearity errors in spatially separated heterodyne interferometers","year":2025,"lang":"en","type":"article","venue":"Journal of Electromagnetic Waves and Applications","topic":"Advanced Measurement and Metrology Techniques","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":"123 Certification (Canada)","funders":"","keywords":"Astronomical interferometer; Nonlinear system; Compensation (psychology); Algorithm; Heterodyne (poetry); Computer science; Interferometry; Optics; Physics; Acoustics","score_opus":0.011091285294568359,"score_gpt":0.27965507106465914,"score_spread":0.26856378577009077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412516649","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":[0.6695834,0.0008998872,0.32873246,0.00021659337,0.00004953946,0.00038322256,0.0000054469438,0.000030246205,0.000099216755],"genre_scores_gemma":[0.9351181,0.00036087472,0.064309135,0.000044306966,0.000017737571,0.000078344805,0.0000111592235,0.000009588215,0.000050757983],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999338,0.000016416223,0.00034491048,0.00009526328,0.000056262812,0.00014917806],"domain_scores_gemma":[0.9996514,0.00007495135,0.00007743324,0.00008376065,0.00007951816,0.00003298617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001618079,0.00010051407,0.00020670687,0.00025094327,0.000040254334,0.000019345407,0.000086100576,0.000060675233,0.000003444886],"category_scores_gemma":[0.000022297958,0.000095059055,0.000049996837,0.00019983693,0.00004253451,0.000067190194,0.000008071276,0.00016679574,2.1350225e-7],"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":[0.00016138477,0.00023775267,0.0010708746,0.00019435251,0.00017770143,0.0000023743858,0.00017211748,0.004753701,0.86886543,0.0007427254,0.00022673032,0.12339486],"study_design_scores_gemma":[0.0065757637,0.0047158897,0.06790699,0.000397089,0.0005282119,0.00012285674,0.00018797547,0.79562783,0.06299108,0.03936445,0.020595083,0.0009867818],"about_ca_topic_score_codex":0.000002039066,"about_ca_topic_score_gemma":0.00003078658,"teacher_disagreement_score":0.80587435,"about_ca_system_score_codex":0.000064950356,"about_ca_system_score_gemma":0.000023456483,"threshold_uncertainty_score":0.38763958},"labels":[],"label_agreement":null},{"id":"W4413251956","doi":"10.1007/s12541-025-01302-w","title":"Prediction of Spindle Thermal Errors for Real-time Compensation in CNC Machine Tools using Neural Networks and Design of Experiments","year":2025,"lang":"en","type":"article","venue":"International Journal of Precision Engineering and Manufacturing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Artificial neural network; Thermal; Machine tool; Computer science; Numerical control; Engineering; Control engineering; Engineering drawing; Mechanical engineering; Artificial intelligence; Machining; Psychology; Physics","score_opus":0.03626620817466962,"score_gpt":0.2800051394499404,"score_spread":0.24373893127527074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413251956","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":[0.5580887,0.0002508648,0.4413434,0.000004194996,0.00020913669,0.0000806375,0.0000027784317,0.000011556411,0.000008691421],"genre_scores_gemma":[0.9755122,0.00018448273,0.024249732,0.0000024729643,0.00003365923,0.0000032578653,0.0000023766045,0.000008859372,0.000002922606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993646,0.000012805115,0.00037164078,0.00006240379,0.000113187976,0.0000753246],"domain_scores_gemma":[0.99964964,0.00012051775,0.00010790713,0.000039663613,0.00006285003,0.000019420744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002977774,0.0000843992,0.00017881619,0.00032732682,0.000010244451,0.0000091681295,0.00007740362,0.00005224261,0.0000020294153],"category_scores_gemma":[0.00003981215,0.000080479644,0.000031942287,0.000029083043,0.000011803027,0.00019897381,0.000021896734,0.00009124509,7.1659465e-9],"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":[0.00009405897,0.0000094793695,0.00043182267,0.000020448613,0.00004495286,8.438247e-7,0.000045829664,0.7549895,0.23572987,0.00001153932,0.0000026284906,0.008619035],"study_design_scores_gemma":[0.0005843498,0.000059053484,0.008491333,0.00023270608,0.000014321098,0.0000071324257,0.00001093656,0.76174045,0.22874272,0.00005975883,0.000015879783,0.000041341413],"about_ca_topic_score_codex":0.00000385595,"about_ca_topic_score_gemma":2.2042542e-7,"teacher_disagreement_score":0.41742352,"about_ca_system_score_codex":0.000049935017,"about_ca_system_score_gemma":0.000005361691,"threshold_uncertainty_score":0.32818645},"labels":[],"label_agreement":null},{"id":"W4413785639","doi":"10.1109/ojsp.2025.3604381","title":"Gaussian Filtering Using a Spherical-Radial Double Exponential Cubature","year":2025,"lang":"en","type":"article","venue":"IEEE Open Journal of Signal Processing","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exponential function; Gaussian; Double exponential function; Mathematics; Physics; Mathematical analysis; Quantum mechanics","score_opus":0.039755366800344374,"score_gpt":0.312283490513858,"score_spread":0.27252812371351365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413785639","genre_codex":"methods","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":[0.092298776,0.0023337053,0.8972376,0.000085133935,0.0008047981,0.0002123932,0.0000010471268,0.00009029739,0.0069362363],"genre_scores_gemma":[0.92075235,0.000037425165,0.07863062,0.000086339125,0.0003603389,0.0000046478017,5.014722e-7,0.00002977337,0.00009798548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882275,0.000026233502,0.00049900997,0.00013854816,0.00021461063,0.00029883385],"domain_scores_gemma":[0.99945366,0.000016915397,0.00019724361,0.00009542208,0.0001402848,0.00009648659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040879968,0.00019281976,0.00038241883,0.00019213695,0.00015977686,0.00022633068,0.0005044789,0.00016813705,0.00006243964],"category_scores_gemma":[0.000008258253,0.00017493125,0.00009253961,0.00034526602,0.000050357663,0.0010081902,0.0000531332,0.0006659017,0.000001044194],"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":[0.00039808138,0.000044007716,0.00020293272,0.00014859972,0.00010108341,0.00007423734,0.00017688499,0.032794688,0.91120565,0.000024187522,0.0010261156,0.053803507],"study_design_scores_gemma":[0.00404983,0.00023586617,0.0001463269,0.0024768733,0.0002700243,0.0002747208,0.00030776943,0.029731685,0.9460771,0.0023171594,0.013481688,0.0006309255],"about_ca_topic_score_codex":0.0000045773145,"about_ca_topic_score_gemma":0.000002077004,"teacher_disagreement_score":0.8284536,"about_ca_system_score_codex":0.00014458726,"about_ca_system_score_gemma":0.00015915927,"threshold_uncertainty_score":0.713349},"labels":[],"label_agreement":null},{"id":"W4414543197","doi":"10.1007/s00170-025-16570-z","title":"Robust quasi-static errors predictive modeling for real-time error compensation in CNC machine tools","year":2025,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Machine tool; Machining; Numerical control; Artificial neural network; Process (computing); Displacement (psychology); Model predictive control; Control theory (sociology)","score_opus":0.026090963992380964,"score_gpt":0.27870335354237125,"score_spread":0.25261238954999027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414543197","genre_codex":"methods","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":[0.49426085,0.00018239873,0.5025837,0.0017137134,0.0004676966,0.00028324043,0.000010115859,0.00020779815,0.00029051446],"genre_scores_gemma":[0.9455813,0.0003867847,0.053783853,0.00006931308,0.00004498037,0.00005095367,0.000008967719,0.000022247219,0.00005159399],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887174,0.000021192258,0.00055334397,0.00013729074,0.00019807041,0.00021837362],"domain_scores_gemma":[0.9992285,0.0001856046,0.00019269735,0.00016885874,0.00020399246,0.000020360287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044124536,0.00016804363,0.00029409374,0.0008401984,0.00004846639,0.000016730444,0.0006537052,0.00012232127,0.0000074774393],"category_scores_gemma":[0.00022265654,0.00013815581,0.00008145415,0.0001312976,0.000063153464,0.0002880891,0.0000671456,0.0004122408,0.0000011025587],"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":[0.00032572183,0.00004132414,0.00008866888,0.000020148454,0.00015722736,0.000009115813,0.00006879129,0.93659383,0.04193418,0.0014538994,0.00006546355,0.019241637],"study_design_scores_gemma":[0.0023793334,0.0003033717,0.0003936423,0.00040688494,0.00007153673,0.000054135722,0.0004227659,0.5162888,0.35946357,0.11896282,0.0010081079,0.00024501004],"about_ca_topic_score_codex":0.0000046564405,"about_ca_topic_score_gemma":0.000027828153,"teacher_disagreement_score":0.45132047,"about_ca_system_score_codex":0.00038350796,"about_ca_system_score_gemma":0.000034360517,"threshold_uncertainty_score":0.56338304},"labels":[],"label_agreement":null},{"id":"W4415077413","doi":"10.1007/s00170-025-16706-1","title":"Influence of vibration and out-of-plane motion on ballbar measurement accuracy","year":2025,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hexapod; Vibration; Trajectory; Machining; Accelerometer; Flexibility (engineering); Control theory (sociology); Displacement (psychology); Machine tool","score_opus":0.011671539818769604,"score_gpt":0.2554319441807222,"score_spread":0.24376040436195257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415077413","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":[0.9597518,0.00036549137,0.038245786,0.0009069129,0.00036014948,0.00010585678,0.0000020366138,0.0000656134,0.0001963827],"genre_scores_gemma":[0.99517685,0.0006420541,0.004091523,0.00005016679,0.000021001037,0.0000048036245,6.188351e-7,0.0000067802243,0.0000061914297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991349,0.000013236465,0.00039857437,0.00007490479,0.00028840432,0.00008995912],"domain_scores_gemma":[0.99920785,0.00007886183,0.00027557457,0.00013878946,0.00028627092,0.000012624418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030836943,0.000100503596,0.00018468284,0.00046513343,0.000020817684,0.0000046488226,0.00038506812,0.000077458295,0.0000024514743],"category_scores_gemma":[0.00027788195,0.00007720045,0.00003587745,0.0000638384,0.00008918997,0.00015946572,0.00004909893,0.00024030636,3.56419e-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":[0.00016427354,0.00003159924,0.00023971105,0.00003399616,0.00017354534,0.0000033730248,0.000052459938,0.1062469,0.826915,0.0026898321,0.000041099745,0.0634082],"study_design_scores_gemma":[0.00041244758,0.00011574739,0.003178581,0.00021221467,0.000021014554,0.0000094938605,0.00004264874,0.00007108662,0.9795265,0.015640346,0.00071947085,0.00005041775],"about_ca_topic_score_codex":0.0000011637514,"about_ca_topic_score_gemma":0.0000054269435,"teacher_disagreement_score":0.15261152,"about_ca_system_score_codex":0.00010413469,"about_ca_system_score_gemma":0.000017900637,"threshold_uncertainty_score":0.3148143},"labels":[],"label_agreement":null},{"id":"W4415676264","doi":"10.1080/15502724.2025.2557895","title":"Luminance Calibration of High Dynamic Range Panoramas Using a Regular Tetrahedron Illuminance Meter: Part 1 – Theory and Simulations","year":2025,"lang":"en","type":"article","venue":"LEUKOS The Journal of the Illuminating Engineering Society of North America","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Calibration; Illuminance; High dynamic range; Luminance; Tetrahedron","score_opus":0.00589848013842038,"score_gpt":0.2153235376844582,"score_spread":0.20942505754603782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415676264","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":[0.6725477,0.0014850362,0.3255209,0.000081981954,0.00018497188,0.00013120307,0.000009270222,0.000034076853,0.0000048876063],"genre_scores_gemma":[0.9692888,0.00045456056,0.030123675,0.000034656918,0.00003026842,0.0000029110727,0.000001197526,0.00002396578,0.00003996186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989075,0.000083088154,0.000514701,0.00008942289,0.00022094879,0.00018435268],"domain_scores_gemma":[0.9987724,0.00038069385,0.000420783,0.0002633979,0.0001384098,0.000024335031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054051564,0.00017270984,0.00036315806,0.00007751851,0.00010336441,0.000006650233,0.00028887793,0.00006558446,0.0000013638235],"category_scores_gemma":[0.000241176,0.00012528717,0.00017518915,0.00047479058,0.00026993122,0.00016572028,0.0000537029,0.00031102492,1.9805427e-8],"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":[0.000028317896,0.000027226453,0.0032781614,0.00036425889,0.00025166865,5.269249e-7,0.0010755718,0.9276926,0.057367384,0.00007215478,0.00014785743,0.009694297],"study_design_scores_gemma":[0.00071710773,0.00015438123,0.019230107,0.0011650543,0.0005097081,0.00002543148,0.0004883989,0.9256239,0.05006531,0.0005490898,0.0011488327,0.0003226893],"about_ca_topic_score_codex":0.000010295307,"about_ca_topic_score_gemma":0.000004994147,"teacher_disagreement_score":0.29674113,"about_ca_system_score_codex":0.000100749596,"about_ca_system_score_gemma":0.00003584066,"threshold_uncertainty_score":0.5109063},"labels":[],"label_agreement":null},{"id":"W4415990578","doi":"10.31399/asm.cp.istfa2025p0129","title":"Laser Probe Techniques with Adaptive FPGA Device","year":2025,"lang":"","type":"article","venue":"Proceedings - International Symposium for Testing and Failure Analysis","topic":"Advanced Measurement and Metrology Techniques","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Field-programmable gate array; SIGNAL (programming language); Signal processing; Implementation; Artificial neural network; Dual (grammatical number); Laser; Quality (philosophy)","score_opus":0.014923359821368196,"score_gpt":0.2537249738631503,"score_spread":0.2388016140417821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415990578","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":[0.024884837,0.0010069232,0.9120787,0.005136846,0.0002958643,0.0023835606,0.00012835878,0.0021031282,0.05198182],"genre_scores_gemma":[0.735262,0.00011977057,0.26243922,0.00018269997,0.00019517647,0.0005802253,0.000028078695,0.000045725614,0.0011471134],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977484,0.000009505086,0.0006013432,0.0007911092,0.00035402208,0.00049565436],"domain_scores_gemma":[0.99730873,0.0002660682,0.00031556614,0.00013480072,0.0018597567,0.00011510017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005502514,0.0005287223,0.0006589271,0.00096329104,0.0003279341,0.000258212,0.00039280814,0.000282338,0.000013073668],"category_scores_gemma":[0.00027361172,0.00049291673,0.00022850005,0.0019746472,0.00015116537,0.0005565612,0.00011535641,0.00040176758,0.0000010211853],"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":[0.0013235337,0.00080834713,0.60813993,0.0021476753,0.047804948,0.000017079707,0.0016617699,0.0037939954,0.19532132,0.023618804,0.0051450045,0.11021761],"study_design_scores_gemma":[0.004014037,0.0028084551,0.0063013486,0.004251276,0.03740774,0.00006539757,0.0020496708,0.31749517,0.5233856,0.015157628,0.08319488,0.003868851],"about_ca_topic_score_codex":0.00007255634,"about_ca_topic_score_gemma":0.00006722576,"teacher_disagreement_score":0.71037716,"about_ca_system_score_codex":0.00025327803,"about_ca_system_score_gemma":0.00004923016,"threshold_uncertainty_score":0.9997522},"labels":[],"label_agreement":null},{"id":"W4416109796","doi":"10.3390/jeta3040037","title":"Geometric and Thermal-Induced Errors Prediction for Active Error Compensation in Machine Tools","year":2025,"lang":"en","type":"article","venue":"Journal of Experimental and Theoretical Analyses","topic":"Advanced Measurement and Metrology Techniques","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":"Université du Québec à Rimouski","funders":"","keywords":"Compensation (psychology); Artificial neural network; Machine tool; Position (finance); Control theory (sociology); Field (mathematics); Model predictive control; Error detection and correction","score_opus":0.0432187620837742,"score_gpt":0.34509149913196985,"score_spread":0.30187273704819567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416109796","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":[0.9753006,0.0020524515,0.0216217,0.00007061648,0.00007994656,0.00011750553,0.000003991506,0.00001776481,0.000735424],"genre_scores_gemma":[0.9986139,0.00007444692,0.001234937,0.00003211718,0.000023358334,0.000009564384,0.0000023038353,0.0000052200257,0.000004186167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952555,0.000023846505,0.00022407049,0.00006845576,0.000067859066,0.0000902407],"domain_scores_gemma":[0.9997485,0.000105530904,0.00004408376,0.000033494292,0.00003288103,0.000035452427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016532611,0.00008405756,0.00019709536,0.0003174679,0.000033281598,0.000012422206,0.00003677491,0.000050409046,0.000014827742],"category_scores_gemma":[0.00006358078,0.00006257632,0.000044354452,0.00016102332,0.00007927287,0.0001491808,0.000013032667,0.00010557971,6.131368e-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":[0.00024555388,0.00008199135,0.0021356689,0.000016590737,0.000118176096,0.0000022802203,0.00013182942,0.00014290055,0.9606392,0.028235257,0.000009601385,0.0082409475],"study_design_scores_gemma":[0.0012444588,0.0004987892,0.018221095,0.00006516504,0.00008501758,0.000009455876,0.00053318747,0.00917192,0.95513314,0.014901215,0.000042322215,0.0000942476],"about_ca_topic_score_codex":0.0000014453185,"about_ca_topic_score_gemma":6.202268e-7,"teacher_disagreement_score":0.023313267,"about_ca_system_score_codex":0.00004482582,"about_ca_system_score_gemma":0.0000053297276,"threshold_uncertainty_score":0.2551788},"labels":[],"label_agreement":null},{"id":"W44558333","doi":"","title":"Simulation of XYC trajectory in five-axis machine tool and the Jacobian-based error estimation","year":2008,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Advanced Measurement and Metrology Techniques","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":"Polytechnique Montréal","funders":"","keywords":"Jacobian matrix and determinant; Singular value decomposition; Machine tool; Interpolation (computer graphics); Trajectory; Matrix (chemical analysis); Transformation matrix; Algorithm; Rotation (mathematics); Control theory (sociology); Computer science; Transformation (genetics); Machine epsilon; Mathematics; Geometry; Applied mathematics; Motion (physics); Computer vision; Artificial intelligence; Kinematics; Engineering","score_opus":0.01291723409233873,"score_gpt":0.23062937152581142,"score_spread":0.2177121374334727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44558333","genre_codex":"methods","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":[0.38781875,0.0010306335,0.6099036,0.0001842982,0.00002894753,0.0005252683,0.000009746111,0.00039167752,0.00010712665],"genre_scores_gemma":[0.9498597,0.00012517045,0.049459547,0.0001992235,0.000017752382,0.00024710933,0.000015034953,0.00003550798,0.000040958337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988654,0.000089940055,0.0004014053,0.00017883691,0.00018853978,0.00027588077],"domain_scores_gemma":[0.9992017,0.00027423332,0.000098422235,0.00032214215,0.000052356863,0.000051106363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055294385,0.00020650808,0.0003158358,0.0003549752,0.0000854449,0.000009770258,0.00015080538,0.00017220822,0.000009465392],"category_scores_gemma":[0.00025908675,0.00017711827,0.00007676012,0.00031372838,0.00017133921,0.00019299606,0.000021840704,0.00028091995,8.1774255e-7],"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":[0.00018089938,0.000048474034,0.016276179,0.00004782377,0.00001646374,0.0000071035442,0.00024194104,0.96706,0.0054945266,0.0004651809,0.000060625633,0.010100755],"study_design_scores_gemma":[0.0012418143,0.000058644884,0.041718304,0.0000342255,0.00001753151,0.0000071226605,0.000012218244,0.93781984,0.018148737,0.0006810446,0.00009539342,0.00016513873],"about_ca_topic_score_codex":0.0006983049,"about_ca_topic_score_gemma":0.0007978878,"teacher_disagreement_score":0.5620409,"about_ca_system_score_codex":0.00016997765,"about_ca_system_score_gemma":0.000043161686,"threshold_uncertainty_score":0.7222673},"labels":[],"label_agreement":null},{"id":"W6931458523","doi":"10.5281/zenodo.5295707","title":"aligharouni/commentsFBD: First release","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Measurement and Metrology Techniques","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":"Work (physics); Action (physics); Component (thermodynamics); Feature (linguistics)","score_opus":0.03113677106601149,"score_gpt":0.2348572388276526,"score_spread":0.20372046776164113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931458523","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018130793,0.0014569986,0.010851108,0.00016031288,0.00023127522,0.00033544336,0.00015121633,0.0049716337,0.98182386],"genre_scores_gemma":[0.020552255,0.016356166,0.009769401,0.00093365024,0.002435679,9.629931e-7,0.026385985,0.07758869,0.8459772],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881357,0.0000945116,0.00018019314,0.0003207481,0.00025159479,0.00033937485],"domain_scores_gemma":[0.99916184,0.000008331803,0.000063514926,0.000507725,0.00012612647,0.00013244181],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020080061,0.0002269191,0.00022295424,0.00030824964,0.0004890007,0.00017555078,0.0006281239,0.00019271634,0.05351249],"category_scores_gemma":[0.00013717968,0.0002620483,0.00006356106,0.00029927448,0.00007438549,0.000058399815,0.0003849217,0.00035460925,0.0023656127],"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":[0.000004957036,0.00003557026,9.125099e-7,0.00016293093,0.00008966302,0.000019753435,0.000051941108,0.000026744827,0.0007880283,0.0004309866,0.982239,0.016149484],"study_design_scores_gemma":[0.00024950504,0.000040749896,0.000012116566,0.00014715163,0.00002173631,0.00002276956,0.000026363516,0.00006501805,0.00043853745,0.000045614153,0.9986856,0.0002448356],"about_ca_topic_score_codex":0.000008209561,"about_ca_topic_score_gemma":0.0000015470983,"teacher_disagreement_score":0.13584667,"about_ca_system_score_codex":0.00016838707,"about_ca_system_score_gemma":0.0000015394651,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W6931836101","doi":"10.5683/sp2/iuvcok","title":"Canadian Gallup Poll, May 1995","year":2019,"lang":"en","type":"dataset","venue":"Borealis","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Politics; Immigration; State (computer science); Refugee; Deportation; Criminal trial","score_opus":0.0182760044676014,"score_gpt":0.2465866854851984,"score_spread":0.228310681017597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931836101","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015673659,0.00055267045,0.00010485181,0.00007762801,0.00044522158,0.00023441968,0.99017996,0.00024065586,0.008163005],"genre_scores_gemma":[0.00007487342,0.00087669044,0.00028973358,0.00032602303,0.000238701,0.000045807014,0.9978574,0.00003922008,0.00025156475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989709,0.000015558842,0.00018317312,0.00020940971,0.00016204438,0.00045887366],"domain_scores_gemma":[0.99904597,0.00001511736,0.000035418558,0.0006688137,0.00003171928,0.00020298088],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011856853,0.00028772585,0.00031491398,0.0003398191,0.000036322643,0.000018910132,0.00036189824,0.00046073465,0.00018772155],"category_scores_gemma":[0.000026611575,0.0002962022,0.00007738525,0.000090352754,0.000022760469,0.00005952052,0.000020612308,0.0003923827,0.00009760267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017949476,0.0000031278737,0.000018647128,0.000063116284,0.000046167806,0.000022268625,0.0000028130457,0.000050150367,0.000016954673,0.00001626701,0.99923444,0.00052427116],"study_design_scores_gemma":[0.00009093025,0.00002318601,0.00008630673,0.000036927413,0.00005152938,0.000004849327,0.0000022494874,0.000009559477,0.00012632486,0.00005405519,0.9992095,0.00030453622],"about_ca_topic_score_codex":0.48850527,"about_ca_topic_score_gemma":0.8315844,"teacher_disagreement_score":0.34307912,"about_ca_system_score_codex":0.00040523874,"about_ca_system_score_gemma":0.00012478532,"threshold_uncertainty_score":0.99994904},"labels":[],"label_agreement":null},{"id":"W6932003183","doi":"10.5404404/foo.bar","title":"download [PDF]] Look Into My Eyes (Ruby Redfort, #1) By Lauren Child Free Download","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Download; Popularity; Plot (graphics); Performance art; Canadian literature","score_opus":0.01145724137240091,"score_gpt":0.21948727952174363,"score_spread":0.2080300381493427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6932003183","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000117328445,0.007171525,0.0051836353,0.000285934,0.00038163425,0.00063648255,0.0013228009,0.0090852445,0.97592103],"genre_scores_gemma":[0.006706725,0.012089332,0.0038753136,0.000611258,0.0019677163,0.0000025786971,0.030271929,0.035868607,0.9086065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979924,0.00010847049,0.0003253387,0.00061019167,0.00043635126,0.0005272735],"domain_scores_gemma":[0.99869496,0.000008140766,0.0000947163,0.00087913166,0.00012653845,0.00019651772],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037683436,0.0004243705,0.000363164,0.00060882553,0.00043352073,0.00033411375,0.0013569533,0.00035572075,0.04341478],"category_scores_gemma":[0.00018839193,0.0004409693,0.00011096439,0.00045633712,0.00019252575,0.00013743131,0.00080401864,0.00083307683,0.044829432],"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":[0.000013338225,0.00003517617,4.135493e-7,0.00030835808,0.00017813111,0.000018841314,0.00015441288,0.000008442279,0.0027837292,0.00023276402,0.9779309,0.01833549],"study_design_scores_gemma":[0.0003384865,0.000119932425,0.0000012334376,0.00023528609,0.000059827635,0.0000388135,0.000044580695,0.00002073199,0.0018665473,0.00035465285,0.9964905,0.00042944672],"about_ca_topic_score_codex":0.000022658003,"about_ca_topic_score_gemma":0.0000035000764,"teacher_disagreement_score":0.06731447,"about_ca_system_score_codex":0.00021829807,"about_ca_system_score_gemma":0.0000028718753,"threshold_uncertainty_score":0.9998042},"labels":[],"label_agreement":null},{"id":"W6958521931","doi":"10.6084/m9.figshare.26737545","title":"Additional file 8 of Short-term response of primary human meniscus cells to simulated microgravity","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Advanced Measurement and Metrology Techniques","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":"Meniscus; Primary (astronomy); Micromanipulator; Window (computing); Lateral meniscus","score_opus":0.026482432171269436,"score_gpt":0.2601094319954469,"score_spread":0.23362699982417745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958521931","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000037361015,0.00026711705,0.0000016500169,8.2194464e-7,0.000030100322,0.00027411935,0.9080294,0.00047012366,0.09092293],"genre_scores_gemma":[0.0001308396,0.0000017054348,0.0017955558,0.000012121257,0.00007785644,0.0003123504,0.87257725,0.0003056406,0.124786675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927133,0.00002201042,0.00020526652,0.00019294847,0.00015314519,0.0001552725],"domain_scores_gemma":[0.9994271,0.00016057689,0.000057580804,0.00025645806,0.00004782042,0.0000505106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028100862,0.00020700521,0.00032957384,0.00030864438,0.000007893597,0.0000043407913,0.00016810284,0.00027375558,0.97731197],"category_scores_gemma":[0.00013040668,0.00021255523,0.00011240528,0.00013989616,0.000010092426,0.000016237775,0.00006241607,0.00018127194,0.00076675595],"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":[0.000017345146,0.000014717575,8.6567e-8,0.0006820989,0.000060535218,0.00001046132,0.00000835902,0.00001895621,0.040691808,1.3114776e-7,0.9582628,0.00023268629],"study_design_scores_gemma":[0.00004008323,0.000059733593,0.000035269466,0.005504319,0.00001681707,8.7315715e-7,8.7246605e-7,0.0000025932227,0.02667565,0.000007898654,0.96747804,0.00017785653],"about_ca_topic_score_codex":6.3634604e-7,"about_ca_topic_score_gemma":0.0000054934326,"teacher_disagreement_score":0.9765452,"about_ca_system_score_codex":0.00005536386,"about_ca_system_score_gemma":0.000028582248,"threshold_uncertainty_score":0.9855352},"labels":[],"label_agreement":null},{"id":"W6977615082","doi":"10.7554/elife.92539.3","title":"A neurocomputational account of the link between social perception and social action","year":2025,"lang":"en","type":"article","venue":"eLife","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; Queen's University","funders":"National Institute of Mental Health; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Prosocial behavior; Normative; Social perception; Perception; Inference; Social cognition; Variance (accounting); Social neuroscience","score_opus":0.02868047773842887,"score_gpt":0.2942303190992386,"score_spread":0.2655498413608097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977615082","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":[0.9524019,0.000029622332,0.04510363,0.0012106008,0.00017936958,0.00011091567,0.0000046000887,0.00014081605,0.00081857375],"genre_scores_gemma":[0.99900234,0.00000912984,0.00047595068,0.0000895944,0.00037901144,0.000006863776,0.000003743976,0.000004167046,0.000029226558],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997297,0.000013214245,0.00007771238,0.000046762983,0.00008039645,0.000052222418],"domain_scores_gemma":[0.9999117,0.000013410272,0.000018014738,0.000022824286,0.000029862682,0.0000041626436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006550591,0.000040753395,0.00006316964,0.00003470517,0.00007933448,0.0000038367402,0.000034872017,0.00005249914,0.000003087333],"category_scores_gemma":[0.0000067432106,0.000035400648,0.000025080692,0.0000624131,0.000029114502,0.00004140593,0.0000139671065,0.00008823153,5.3172806e-7],"study_design_candidate":"observational","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":[0.000033830045,0.000015668655,0.05862713,0.00021809587,0.00013608759,1.9677728e-7,0.0017749158,0.0006893903,0.18152243,0.0031912439,0.006664391,0.74712664],"study_design_scores_gemma":[0.00017912607,0.000007801648,0.9775316,0.000006379041,0.000025434467,1.4752725e-7,0.00004345345,0.00049106457,0.006638232,0.0010710176,0.013959333,0.000046371937],"about_ca_topic_score_codex":0.0000010792069,"about_ca_topic_score_gemma":0.0000019280542,"teacher_disagreement_score":0.9189045,"about_ca_system_score_codex":0.000027084614,"about_ca_system_score_gemma":0.000009201489,"threshold_uncertainty_score":0.14435965},"labels":[],"label_agreement":null},{"id":"W6993156038","doi":"","title":"NRC ball plate measurement assurance program [NMI News]","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ball (mathematics); Quality assurance; Measuring instrument; Measure (data warehouse)","score_opus":0.03744973465144294,"score_gpt":0.2416195133776108,"score_spread":0.20416977872616787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993156038","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":[0.1605224,0.0023315193,0.18995348,0.0006254462,0.0014271383,0.002064958,0.000009856526,0.010996531,0.6320687],"genre_scores_gemma":[0.942164,0.0005191578,0.056696784,0.00008770803,0.00010645191,0.00019431922,0.0000025597858,0.0000389293,0.00019008068],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987263,0.000018119372,0.00019398246,0.00018353683,0.000513776,0.00036429797],"domain_scores_gemma":[0.9994795,0.000012100212,0.000027912372,0.00024311569,0.00014876944,0.000088641034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002627099,0.00017819795,0.00019490204,0.00006999122,0.00007479259,0.000007704885,0.00015462056,0.00009372744,0.000088033026],"category_scores_gemma":[0.0000668784,0.00017407832,0.00006413995,0.00013699966,0.000054835964,0.00012104834,0.00001578166,0.00019611511,0.00005045444],"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":[0.00006592485,0.0002388549,0.009111094,0.00013014894,0.00020171487,0.00009242134,0.0002530117,0.0015033925,0.64870954,0.00067880383,0.10467699,0.23433813],"study_design_scores_gemma":[0.0015045617,0.0004024553,0.01453451,0.000113717404,0.00005293405,0.00006702642,0.000019841007,0.0028540967,0.26257977,0.004497413,0.71248084,0.0008927944],"about_ca_topic_score_codex":0.000002396614,"about_ca_topic_score_gemma":0.00003054404,"teacher_disagreement_score":0.7816416,"about_ca_system_score_codex":0.00016554221,"about_ca_system_score_gemma":0.000031946678,"threshold_uncertainty_score":0.7098708},"labels":[],"label_agreement":null},{"id":"W6999067976","doi":"","title":"Broadband precision wavelength meter based on a stepping Fabry-Pérot interferometer","year":2004,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology","keywords":"Wavelength; Interferometry; Broadband; Metrology; Laser; Metre; Calibration","score_opus":0.020259434070994484,"score_gpt":0.21412210089440045,"score_spread":0.19386266682340597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999067976","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":[0.93067694,0.00009442166,0.06301967,0.00014888728,0.00022521736,0.00036705303,0.000021966973,0.00045372313,0.004992138],"genre_scores_gemma":[0.9825794,0.000028882636,0.016827581,0.000115085284,0.000038210055,0.000001828558,0.000019729914,0.000048617607,0.00034066872],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983554,0.00008583525,0.00022929884,0.0004245049,0.00045042447,0.00045453716],"domain_scores_gemma":[0.9989838,0.00009598031,0.000102427424,0.00053144037,0.00011071127,0.00017564365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005370516,0.00032236567,0.00041264313,0.00062571454,0.00021718537,0.000022335984,0.000499709,0.00031588593,0.00027209826],"category_scores_gemma":[0.00008186309,0.00037226893,0.00023352775,0.00039036587,0.00012458912,0.00061711174,0.000114000475,0.0006120877,0.000083398445],"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":[0.004331142,0.0010668918,0.056534342,0.00073805184,0.0009779207,0.0003149125,0.00449068,0.030232172,0.7663322,0.0007072001,0.0010619973,0.13321246],"study_design_scores_gemma":[0.02098898,0.003876608,0.1582556,0.0025168767,0.0006488856,0.000046841727,0.0010470205,0.0067767734,0.780147,0.0062492313,0.016100388,0.0033457438],"about_ca_topic_score_codex":0.000009091292,"about_ca_topic_score_gemma":0.000044169323,"teacher_disagreement_score":0.12986672,"about_ca_system_score_codex":0.00038405662,"about_ca_system_score_gemma":0.00003270815,"threshold_uncertainty_score":0.9998729},"labels":[],"label_agreement":null},{"id":"W7001636352","doi":"","title":"La planificació lingüÃstica al Quebec i a Catalunya","year":2002,"lang":"ca","type":"article","venue":"RACO (Revistes Catalanes amb Accés Obert) (Consorci de Serveis Universitaris de Catalunya)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Government (linguistics); Work (physics); Agency (philosophy); Context (archaeology)","score_opus":0.014876695541563805,"score_gpt":0.21786641909595225,"score_spread":0.20298972355438843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001636352","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":[0.7755953,0.10525937,0.019573634,0.0063712844,0.0025594041,0.005036298,0.0037152884,0.007190819,0.07469858],"genre_scores_gemma":[0.9701383,0.0091890525,0.0046623047,0.0008332101,0.00046553178,0.000062140774,0.0017278462,0.00040010485,0.012521524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99324167,0.00054922124,0.001221823,0.0016385319,0.0007859163,0.0025628405],"domain_scores_gemma":[0.99486053,0.0010364867,0.00054873055,0.0020161446,0.00036635317,0.0011717652],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0011225115,0.0016565929,0.0016576753,0.0009937573,0.00066608045,0.00034445108,0.001984672,0.0015082996,0.0014301141],"category_scores_gemma":[0.00054308557,0.002000074,0.00077914126,0.0012186591,0.00075720745,0.0013639217,0.0005672605,0.0022921024,0.0008457491],"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":[0.0023047256,0.0047319746,0.13166182,0.01167219,0.009979646,0.019903598,0.032341834,0.010615773,0.0972693,0.022026923,0.5524586,0.10503363],"study_design_scores_gemma":[0.0055804634,0.0007474045,0.013890226,0.0018430399,0.0035527141,0.0023041072,0.0051742275,0.02301893,0.01744267,0.0002991524,0.9206807,0.0054663853],"about_ca_topic_score_codex":0.0050326018,"about_ca_topic_score_gemma":0.0032107022,"teacher_disagreement_score":0.3682221,"about_ca_system_score_codex":0.0027872536,"about_ca_system_score_gemma":0.00036704773,"threshold_uncertainty_score":0.9999322},"labels":[],"label_agreement":null},{"id":"W7008687961","doi":"","title":"Coordinate Measuring Machine Workshop [CMM Worskhop]: lecture notes","year":2004,"lang":"en","type":"book","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coordinate-measuring machine; Software; Key (lock)","score_opus":0.019621088666716927,"score_gpt":0.22295552278919142,"score_spread":0.20333443412247448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008687961","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045940065,0.006337936,0.29863378,0.00017617752,0.0007691923,0.00047940252,0.000027437576,0.0025668847,0.69096327],"genre_scores_gemma":[0.38708216,0.0038091075,0.089553185,0.00077123905,0.0030081104,0.000402996,0.00062967424,0.0014066161,0.5133369],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983227,0.000019490897,0.0003450166,0.00040416935,0.00035186895,0.0005567048],"domain_scores_gemma":[0.99911,0.00009086165,0.00008746527,0.00049724145,0.00008294278,0.00013152068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002293979,0.0006078548,0.0006373295,0.0003141554,0.0000762725,0.000029759593,0.00035608272,0.0007677856,0.00041162435],"category_scores_gemma":[0.00009538941,0.00061170507,0.0002054959,0.0001326459,0.000088769906,0.00009769906,0.00006439686,0.0013986338,0.000050851417],"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":[0.00035161502,0.00021597922,0.0003392622,0.0036374384,0.0028576641,0.0006640652,0.0011134407,0.14607838,0.19280066,0.01543133,0.11151702,0.5249931],"study_design_scores_gemma":[0.001096882,0.00009530572,0.00001842552,0.0015307431,0.00032166243,0.000041022304,0.0000023097791,0.0007418647,0.0633258,0.25779065,0.6732099,0.0018254463],"about_ca_topic_score_codex":0.0000011878423,"about_ca_topic_score_gemma":0.00004297127,"teacher_disagreement_score":0.5616929,"about_ca_system_score_codex":0.0009881995,"about_ca_system_score_gemma":0.00017798888,"threshold_uncertainty_score":0.99963343},"labels":[],"label_agreement":null},{"id":"W7008989953","doi":"","title":"Coordinate metrology and the proposed E57.02 static pose determination standard","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metrology; Pose; Process (computing); Coordinate system; Surface (topology); Coordinate-measuring machine","score_opus":0.006049713816136327,"score_gpt":0.2089062054848479,"score_spread":0.20285649166871156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008989953","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":[0.6735499,0.0004526641,0.29906917,0.0023232957,0.00033055406,0.0014399603,0.0000068836516,0.00082436466,0.02200322],"genre_scores_gemma":[0.98582757,0.00008453289,0.013688822,0.00013886896,0.000023980025,0.000098994366,0.0000021567228,0.000016027745,0.00011903759],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99944484,0.00005333294,0.00012936695,0.00009708539,0.00009574605,0.0001796431],"domain_scores_gemma":[0.9996714,0.000080857935,0.0000273369,0.00012400615,0.000062224855,0.000034200762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027845905,0.00009709436,0.00015803664,0.00006664149,0.00005245339,0.00001853646,0.000076556506,0.000053932832,0.00012589498],"category_scores_gemma":[0.000075025964,0.00006529417,0.00002128796,0.00006664715,0.00013290846,0.00012422493,0.000017709102,0.00012290542,0.0000109043895],"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":[0.0002993874,0.000033693483,0.0019457715,0.00016816893,0.0001557533,0.00001059442,0.0009192642,0.00015393783,0.5048046,0.018971007,0.010512121,0.46202567],"study_design_scores_gemma":[0.008161539,0.00084436237,0.00529559,0.000047029454,0.00019900796,0.000038947273,0.00025127333,0.07877432,0.23557094,0.65108263,0.019040426,0.00069396093],"about_ca_topic_score_codex":0.0000031312256,"about_ca_topic_score_gemma":0.0000050972117,"teacher_disagreement_score":0.6321116,"about_ca_system_score_codex":0.0000345648,"about_ca_system_score_gemma":0.0000059840468,"threshold_uncertainty_score":0.26626188},"labels":[],"label_agreement":null},{"id":"W7009455873","doi":"","title":"Dynamic performance of high-precision laser micro-machining systems","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Surface micromachining; Laser; Laser beam machining; Process (computing); System dynamics; Quality (philosophy); Surface (topology); Machining","score_opus":0.007048139703656906,"score_gpt":0.2152623399044825,"score_spread":0.2082142002008256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009455873","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":[0.97905207,0.00024390241,0.0033219988,0.0000062035547,0.00016659885,0.00009571186,0.0000040634677,0.0002761894,0.016833246],"genre_scores_gemma":[0.98939013,0.0003709014,0.009677955,0.000007594651,0.000017588081,0.000014327606,0.000005761065,0.000019462257,0.0004962586],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994721,0.0000124711905,0.00016815639,0.00009187261,0.00010279153,0.00015260206],"domain_scores_gemma":[0.9997534,0.000018499974,0.00002052152,0.00016205576,0.00001943137,0.000026065358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013513726,0.000090790556,0.00015364595,0.00006496251,0.00002608388,0.0000042247325,0.00010075192,0.00006311948,0.0002054234],"category_scores_gemma":[0.000005019441,0.00008516641,0.000025037118,0.0000788251,0.000020125297,0.000091361806,0.000007561698,0.000111011475,0.00002776829],"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":[0.000058175097,0.00002156396,0.0017659133,0.00013459075,0.000032276854,0.0000023486903,0.000079498954,0.05148395,0.81333655,0.00008431394,0.00068928,0.13231155],"study_design_scores_gemma":[0.0012398735,0.00039013816,0.008724986,0.00049484527,0.000059158945,0.000023387465,0.0000324529,0.26032862,0.7066291,0.0011505167,0.020311702,0.0006152118],"about_ca_topic_score_codex":0.0000022496563,"about_ca_topic_score_gemma":9.888965e-7,"teacher_disagreement_score":0.20884468,"about_ca_system_score_codex":0.000034902114,"about_ca_system_score_gemma":0.0000037730335,"threshold_uncertainty_score":0.34729853},"labels":[],"label_agreement":null},{"id":"W7019775079","doi":"","title":"Information search and use in consumer decision making : an in-depth study of Chinese and North American consumers","year":2000,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Consumer information; China; Information seeking; Exploratory research; Consumer behaviour; Consumer research; Information system; Exploratory search","score_opus":0.018996519695541666,"score_gpt":0.27876491368068207,"score_spread":0.2597683939851404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019775079","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":[0.9978137,0.00016608817,0.0000011942454,2.0602926e-7,0.000091450675,0.0008547603,0.00008903064,0.00014289729,0.0008406419],"genre_scores_gemma":[0.9974283,0.0010406565,0.0012075114,0.00001612784,0.0000028216348,0.000075056545,0.00015783789,0.00006326125,0.000008424524],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99799395,0.00016028601,0.00076327164,0.00033504562,0.00038028214,0.00036718618],"domain_scores_gemma":[0.99909735,0.00019180134,0.00016193134,0.0003141044,0.00011978242,0.0001150249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004952607,0.00042847305,0.000662127,0.0010311097,0.00012210874,0.000038956787,0.00017107744,0.00022010598,0.000008092978],"category_scores_gemma":[0.00022958046,0.00044666132,0.00003691911,0.0007215209,0.000072918716,0.0015593985,0.00003814691,0.0009181956,0.0000022015502],"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":[0.0007140685,0.0001656924,0.34043813,0.00018819282,0.00006770002,0.00001742465,0.00027093285,0.00095184176,0.0018461527,0.000052887324,1.2198754e-7,0.65528685],"study_design_scores_gemma":[0.0014652486,0.00034064814,0.9944982,0.00023544872,0.00004725679,0.0000062357367,0.0014011867,0.00028134589,0.00070767023,0.00028690507,0.00021672358,0.0005131267],"about_ca_topic_score_codex":0.00054269645,"about_ca_topic_score_gemma":0.07185465,"teacher_disagreement_score":0.6547738,"about_ca_system_score_codex":0.00020235092,"about_ca_system_score_gemma":0.000015066851,"threshold_uncertainty_score":0.99979854},"labels":[],"label_agreement":null},{"id":"W7038417309","doi":"","title":"Identités et loyautés des auteurs et peintres russes de l'Estonie post-soviétique","year":2004,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Estonian; Feeling; State (computer science); Position (finance); Population; Ethnic group; Harm; Identity (music)","score_opus":0.003108493347048057,"score_gpt":0.16004486228043144,"score_spread":0.1569363689333834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038417309","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002051423,0.00253276,0.0022693293,0.0007307293,0.0002699229,0.00025257477,0.00034841022,0.00021956765,0.99132526],"genre_scores_gemma":[0.4889254,0.012511085,0.03272289,0.004087459,0.00023595219,0.00008429165,0.00010301377,0.000956998,0.4603729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983205,0.000055170574,0.00023592156,0.00024087528,0.0007461587,0.00040135463],"domain_scores_gemma":[0.999339,0.000104026636,0.00011776522,0.00022043056,6.6778307e-7,0.00021812097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000017501783,0.00035839315,0.00036357113,0.000079025325,0.00005800229,0.000023537947,0.00025429533,0.000105832354,0.00015747777],"category_scores_gemma":[0.000008110407,0.000370456,0.000043272357,0.00005993616,0.0001230909,0.00024786274,0.000078512036,0.0003009594,8.69151e-9],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073372,0.00019650483,0.034882464,0.005950261,0.0019916298,0.0011987488,0.00063241716,0.005157626,0.076672524,0.57365614,0.2654491,0.03347883],"study_design_scores_gemma":[0.0008294957,0.00025152016,0.022131812,0.0017732314,0.00014255484,0.000042067808,0.000635704,0.00018373958,0.14528155,0.011254482,0.8161363,0.0013375155],"about_ca_topic_score_codex":0.009235055,"about_ca_topic_score_gemma":0.24212854,"teacher_disagreement_score":0.56240165,"about_ca_system_score_codex":0.000029989827,"about_ca_system_score_gemma":0.0013731221,"threshold_uncertainty_score":0.9998747},"labels":[],"label_agreement":null},{"id":"W7038566109","doi":"","title":"Improving geometric quality of laser machined parts using high-precision motion system dynamic performance analysis","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Machining; Surface micromachining; Laser beam machining; Quality (philosophy); Motion (physics); Laser; Machine tool","score_opus":0.020682163185015177,"score_gpt":0.2646470060271445,"score_spread":0.24396484284212935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038566109","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":[0.57749456,0.000048782855,0.42168295,0.0000016412789,0.00007960968,0.000074448326,0.0000037860689,0.00019864771,0.000415602],"genre_scores_gemma":[0.98034656,0.000056865516,0.019499471,0.0000026991243,0.000021723255,0.000009234353,0.000015267462,0.000017197457,0.000030988977],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989626,0.00004950918,0.00037354493,0.00016845432,0.00023487744,0.00021100562],"domain_scores_gemma":[0.99944514,0.000041926705,0.00012168902,0.00027147503,0.00007771642,0.000042048396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063959585,0.00013075345,0.00032887756,0.000678287,0.000054734795,0.0000075495564,0.00010566461,0.00009139639,0.00003355634],"category_scores_gemma":[0.00005165279,0.00012551465,0.00009445165,0.0012452116,0.000018224591,0.00018151075,0.00002379837,0.00011522647,0.0000022408142],"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":[0.00006785084,0.00004332546,0.08655238,0.0003676583,0.0002580995,0.0000030319152,0.000033437896,0.24451873,0.56660783,0.00006120342,0.000006188305,0.10148028],"study_design_scores_gemma":[0.00034756146,0.000046397996,0.07382881,0.00003726193,0.00026486447,0.0000025550341,0.000020682945,0.8486457,0.07650894,0.00008663879,0.000015371248,0.00019519802],"about_ca_topic_score_codex":0.00003474429,"about_ca_topic_score_gemma":0.000018181903,"teacher_disagreement_score":0.604127,"about_ca_system_score_codex":0.00021370094,"about_ca_system_score_gemma":0.0000055117707,"threshold_uncertainty_score":0.5118339},"labels":[],"label_agreement":null},{"id":"W7043443908","doi":"","title":"Testing proposal for an optically tracked CMM (OTCMM) in a pre-normative context","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Software portability; Flexibility (engineering); Context (archaeology); Quality (philosophy); Product (mathematics); Function (biology); Standardization","score_opus":0.03498234961550756,"score_gpt":0.27591009886677914,"score_spread":0.24092774925127158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043443908","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":[0.65158707,0.000040373212,0.33344695,0.00026507984,0.00010448349,0.000956567,0.000012442706,0.0007937859,0.012793248],"genre_scores_gemma":[0.8358717,0.0000023774396,0.1638085,0.000025945148,0.000040636078,0.00019087203,0.0000015758912,0.000019690011,0.000038708447],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993451,0.000020096139,0.0001806592,0.00012539624,0.00007406367,0.00025467193],"domain_scores_gemma":[0.99960184,0.00014071727,0.00002307485,0.00011399561,0.00006671698,0.00005366724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025244267,0.00010649521,0.00014716458,0.00006809288,0.000020419917,0.000006731545,0.00009673704,0.000070817776,0.00001838542],"category_scores_gemma":[0.00023640184,0.00007802303,0.000022995606,0.000071803326,0.000044520395,0.0002499466,0.000009280025,0.000081229344,0.000004515632],"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":[0.000066967965,0.000037748625,0.0020240971,0.00003241526,0.000011378405,0.0000014922094,0.00045253462,0.000026837684,0.8865722,0.0024433443,0.00040235845,0.10792864],"study_design_scores_gemma":[0.0051703346,0.0020923207,0.01903206,0.00047816904,0.000045287747,0.000015881844,0.00024247657,0.016242398,0.79558736,0.15660663,0.0035798175,0.0009072513],"about_ca_topic_score_codex":0.0000010169632,"about_ca_topic_score_gemma":0.000025691528,"teacher_disagreement_score":0.18428463,"about_ca_system_score_codex":0.000063676445,"about_ca_system_score_gemma":0.000026599122,"threshold_uncertainty_score":0.3181687},"labels":[],"label_agreement":null},{"id":"W7047439106","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: January 2016","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.10547439486040634,"score_gpt":0.32363136046803775,"score_spread":0.21815696560763143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047439106","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004213324,0.028413998,0.00054161315,0.0009887306,0.0004433449,0.0057523116,0.00051847973,0.0006218179,0.9626776],"genre_scores_gemma":[0.0011439044,0.053105574,0.008520078,0.000120900564,0.0010867297,0.003228433,0.00023028045,0.001285162,0.93127894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98255587,0.0015895277,0.00069139904,0.001920375,0.00978504,0.003457813],"domain_scores_gemma":[0.9947629,0.0010554567,0.000111033354,0.0026357612,0.00056691427,0.0008679364],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014622535,0.00097048783,0.001036427,0.0011515728,0.000580881,0.0002981816,0.004466952,0.0007208712,0.015175744],"category_scores_gemma":[0.0010861856,0.0007661286,0.00025855363,0.00038393962,0.0023485294,0.00032328255,0.0032892956,0.005308385,0.008282763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023959015,0.00012608171,0.000047389054,0.00021292892,0.00018382081,0.00018562272,0.000059192826,0.000020054586,0.016443413,0.00045480859,0.9556107,0.026416404],"study_design_scores_gemma":[0.0011863242,0.00061423006,0.00031616515,0.0007654639,0.000020374344,0.000004981902,0.00005520627,0.00011674027,0.0005865996,0.0039815647,0.9914976,0.00085475325],"about_ca_topic_score_codex":0.00091551966,"about_ca_topic_score_gemma":0.00075086614,"teacher_disagreement_score":0.035886902,"about_ca_system_score_codex":0.005315491,"about_ca_system_score_gemma":0.0011513695,"threshold_uncertainty_score":0.999479},"labels":[],"label_agreement":null},{"id":"W7048142285","doi":"","title":"How Effective are Key Phytocompound Carrying Polysaccharide Nanocarriers as Anti-Breast Cancer Therapy? A Comprehensive Review of the Literature","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Advanced Measurement and Metrology Techniques","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":"Impact","funders":"","keywords":"Breast cancer; Nanocarriers; Cancer; Natural medicine; Tamil; Alternative medicine; Complementary medicine","score_opus":0.09072069322012091,"score_gpt":0.4802948752053492,"score_spread":0.3895741819852283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048142285","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":[0.36704195,0.6281653,0.00033316895,0.0006254968,0.00088133727,0.0018990929,0.00011156218,0.00010423214,0.000837848],"genre_scores_gemma":[0.7319442,0.2666472,0.000083365,0.00087932876,0.00007702073,0.00025384963,0.0000027205672,0.000041377152,0.00007095624],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981023,0.00027477424,0.0005141786,0.00032660563,0.0004423151,0.0003398005],"domain_scores_gemma":[0.9979342,0.0001844624,0.00058035646,0.0005253438,0.00067776773,0.00009782213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046821684,0.0004021674,0.0010737327,0.00045645286,0.000189521,0.00030859938,0.001618453,0.0001453173,0.00022026223],"category_scores_gemma":[0.00013191887,0.00029212466,0.00033279107,0.0015061006,0.00015352054,0.0010999092,0.00030575728,0.0006469128,3.660572e-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":[0.00015145938,0.00006493144,0.18277413,0.0042381827,0.0010406163,0.000015449312,0.00022527014,0.00035296415,0.7705594,0.000048548154,0.015507537,0.025021512],"study_design_scores_gemma":[0.00085671636,0.000011351251,0.42154542,0.044491637,0.00025577276,0.000024851728,0.000112744034,0.000024973118,0.50667167,0.0020836003,0.023394326,0.00052695075],"about_ca_topic_score_codex":0.00009899604,"about_ca_topic_score_gemma":0.000012025689,"teacher_disagreement_score":0.36490223,"about_ca_system_score_codex":0.00017896507,"about_ca_system_score_gemma":0.00010005653,"threshold_uncertainty_score":0.9999531},"labels":[],"label_agreement":null},{"id":"W7048178118","doi":"","title":"Increasing allergens declarations through proactive communication","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Government (linguistics); Population; Legislation; Food allergens; Food allergy; Food industry; Quarter (Canadian coin)","score_opus":0.0296076269376452,"score_gpt":0.27773618474408157,"score_spread":0.24812855780643636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048178118","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021274855,0.000027486385,0.029148428,0.000054950528,0.00029737322,0.001159551,0.000027402284,0.0049841953,0.96408784],"genre_scores_gemma":[0.0055980524,0.0049896324,0.03614157,0.00005025154,0.00015534092,0.0011310093,0.00012497224,0.0013907185,0.9504185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975237,0.0003659744,0.00042147533,0.0010120623,0.00028105458,0.00039570875],"domain_scores_gemma":[0.9961657,0.00026211567,0.0001949311,0.0032026921,0.000078470766,0.00009610112],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001647653,0.000422798,0.00046660352,0.00026894058,0.00013625293,0.000041991017,0.00081996573,0.0006071516,0.12728986],"category_scores_gemma":[0.00097443233,0.0005089042,0.00015482109,0.0002627998,0.00013925711,0.00022144365,0.00048202515,0.0007474293,0.3046526],"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":[0.00004800115,0.00017644229,0.0020231805,0.00018668603,0.0013666827,0.000012069576,0.0012646939,0.0022025527,0.0052343695,0.0028812,0.9723543,0.012249804],"study_design_scores_gemma":[0.00028121518,6.775524e-7,0.00076590513,0.0002667982,0.00013470049,0.000012236034,0.00007291822,0.0003340549,0.005645261,0.004363852,0.9875631,0.00055929355],"about_ca_topic_score_codex":0.00032693832,"about_ca_topic_score_gemma":0.0010039507,"teacher_disagreement_score":0.17736275,"about_ca_system_score_codex":0.0003627604,"about_ca_system_score_gemma":0.000060082868,"threshold_uncertainty_score":0.99973625},"labels":[],"label_agreement":null},{"id":"W7048212186","doi":"","title":"+91-9116799099 kala jadu specialist in london","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Bengali; MAGIC (telescope); Kali; Cheating; Phone","score_opus":0.014643821476747143,"score_gpt":0.24903977951789089,"score_spread":0.23439595804114374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048212186","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047956608,0.000101387406,0.0059237434,0.000039155213,0.0009856494,0.0009114266,0.00002280075,0.0011689296,0.99036735],"genre_scores_gemma":[0.0031082807,0.0025603147,0.005646861,0.00008297191,0.00046888465,0.00039064075,0.000118721655,0.0006738729,0.98694944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996171,0.0002690219,0.0006436384,0.001830325,0.00041438948,0.0006716107],"domain_scores_gemma":[0.99626976,0.000094052186,0.00019126867,0.0032020507,0.00005953203,0.00018334566],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016176275,0.0006495498,0.0009039035,0.00061191304,0.000043460757,0.000057495603,0.00096769974,0.0009015523,0.60918605],"category_scores_gemma":[0.00068663026,0.00080328464,0.00024894247,0.00037186508,0.00013977004,0.00009774445,0.0005793893,0.0011002657,0.21209449],"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":[0.00005259458,0.00030402566,0.008640035,0.000779964,0.00042500804,0.0003055166,0.0002678337,0.0012038284,0.016001385,0.0009233594,0.93359077,0.037505653],"study_design_scores_gemma":[0.0005680105,7.197687e-7,0.0019482829,0.0005347437,0.00005381694,0.00001833031,0.000020448779,0.00009690802,0.013410447,0.0010318672,0.9816086,0.00070781517],"about_ca_topic_score_codex":0.00030068867,"about_ca_topic_score_gemma":0.0013751306,"teacher_disagreement_score":0.39709154,"about_ca_system_score_codex":0.0005164651,"about_ca_system_score_gemma":0.000094936724,"threshold_uncertainty_score":0.9994418},"labels":[],"label_agreement":null},{"id":"W7048225359","doi":"","title":"Joe Tilley Sports - Episode 25 - The Mighty Borje Salming","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Legend; Clothing; Line drawings; Line (geometry); George (robot)","score_opus":0.006034080670665167,"score_gpt":0.18240220907330615,"score_spread":0.176368128402641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048225359","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025682126,0.0031221162,0.00002208469,0.000060504022,0.00047701853,0.00033879853,0.000029597548,0.0005908047,0.9953334],"genre_scores_gemma":[0.0013340095,0.0014754107,0.0029083483,0.00017221905,0.00020055467,0.000030372374,0.00013598919,0.00016267366,0.9935804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986225,0.00003642964,0.0004997807,0.00015546178,0.00037186276,0.0003139973],"domain_scores_gemma":[0.9990995,0.000058792306,0.0002484363,0.00043592535,0.00008631971,0.00007102463],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022831243,0.0003428986,0.0004072002,0.0000749349,0.00005891755,0.000023974833,0.0002794143,0.00040011492,0.18561158],"category_scores_gemma":[0.000066524815,0.00028823462,0.00015561125,0.0000110536575,0.00009335436,1.9904788e-7,0.000054863416,0.00037662667,0.00060738553],"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":[0.000008672531,0.000010752711,0.000006767864,0.00035546432,0.000071215414,0.000019648796,0.000054583637,0.00046944123,0.000004108343,0.000018978359,0.9950889,0.0038914806],"study_design_scores_gemma":[0.0001728404,0.0000258754,0.000015151228,0.00033813642,0.000054736112,0.000042840875,0.00003552172,0.000031856216,0.00015526502,0.000013179652,0.9988264,0.00028822134],"about_ca_topic_score_codex":0.00042090204,"about_ca_topic_score_gemma":0.0007259597,"teacher_disagreement_score":0.18500419,"about_ca_system_score_codex":0.00005248618,"about_ca_system_score_gemma":0.0000142782355,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W7048397468","doi":"","title":"Les failles dans la prédiction des troubles de comportements externalisés et internalisés à la période préscolaire : l'utilité des résidus standardisés dans l'identification de sous-groupes hétérogènes","year":2012,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Domain (mathematical analysis); Perspective (graphical)","score_opus":0.00691130810733897,"score_gpt":0.19026271225725053,"score_spread":0.18335140414991155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048397468","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":[0.34922284,0.0047544544,0.15805317,0.0003582182,0.0004574338,0.0008158515,0.001629441,0.00023210079,0.4844765],"genre_scores_gemma":[0.95670277,0.0026445528,0.020253683,0.000065438966,0.00016542074,0.00009383576,0.000089507,0.00021668641,0.019768115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961469,0.0004556978,0.00077723933,0.0005093576,0.0012655767,0.00084522134],"domain_scores_gemma":[0.9983411,0.0002859138,0.0005157642,0.00038265996,0.000004797551,0.00046980518],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015311695,0.00071351393,0.00065828423,0.000120890276,0.00038269567,0.000120655626,0.0005089678,0.0002524516,0.00018785965],"category_scores_gemma":[0.000017501194,0.0007579461,0.0001302611,0.00011120842,0.0007516259,0.0008418315,0.00017020719,0.000528725,1.7453056e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049278344,0.00021122377,0.71187454,0.0018843675,0.0009751094,0.0001595272,0.0031553365,0.0012203736,0.16764283,0.04766197,0.00076801644,0.063953884],"study_design_scores_gemma":[0.0011141907,0.00020455527,0.5083083,0.0027900464,0.0005129634,0.00015142841,0.011331329,0.0013542703,0.35343713,0.006137598,0.113510214,0.0011480043],"about_ca_topic_score_codex":0.016125998,"about_ca_topic_score_gemma":0.11236879,"teacher_disagreement_score":0.60747993,"about_ca_system_score_codex":0.00029345456,"about_ca_system_score_gemma":0.0010367151,"threshold_uncertainty_score":0.99948716},"labels":[],"label_agreement":null},{"id":"W7048426801","doi":"","title":"La différenciation pédagogique au cours du regroupement d’élèves de trois enseignantes de sciences au secondaire","year":2019,"lang":"fr","type":"other","venue":"Open MIND","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Field (mathematics); Component (thermodynamics); Term (time)","score_opus":0.027661175513655854,"score_gpt":0.28399624102684456,"score_spread":0.2563350655131887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048426801","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":[0.39725664,0.0012973009,0.039567485,0.00042925533,0.0005433891,0.0012154179,0.000048217,0.000037355167,0.55960494],"genre_scores_gemma":[0.7570338,0.0007660499,0.10395774,0.00011152019,0.0006307507,0.00021042903,0.000043668377,0.00022700496,0.137019],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783933,0.00025647774,0.00035769778,0.0005402358,0.00024478987,0.0007614652],"domain_scores_gemma":[0.99902546,0.00020080975,0.00026148467,0.00032449074,0.000050292136,0.0001374742],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019811348,0.00044878348,0.0005355289,0.0002465375,0.00025389798,0.00019349698,0.00077313895,0.0006141105,0.00377547],"category_scores_gemma":[0.00017041691,0.00043580018,0.00011930564,0.00017499161,0.00034442267,0.00029428894,0.00015263646,0.0004502214,0.00022691372],"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":[0.0000930917,0.00042546305,0.15684742,0.00045170975,0.0005987513,0.00009524889,0.044065215,0.002807821,0.06723796,0.0029901597,0.0058738682,0.7185133],"study_design_scores_gemma":[0.0017796236,0.0007899916,0.030855572,0.0021766704,0.00038973757,0.00008518565,0.009021808,0.0019655547,0.12150856,0.000867504,0.8290511,0.0015086972],"about_ca_topic_score_codex":0.00049408566,"about_ca_topic_score_gemma":0.0026767452,"teacher_disagreement_score":0.8231772,"about_ca_system_score_codex":0.0015496406,"about_ca_system_score_gemma":0.0015543661,"threshold_uncertainty_score":0.9998094},"labels":[],"label_agreement":null},{"id":"W7048436416","doi":"","title":"Les relations d’activation et d’attachement père-enfant pour prédire les comportements extériorisés à la petite enfance","year":2020,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Population; Family life; Child poverty; Peer relations","score_opus":0.013826690429469548,"score_gpt":0.2459480674747883,"score_spread":0.23212137704531877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048436416","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":[0.64684045,0.019775286,0.11146549,0.0023030255,0.0015377072,0.0016745166,0.00014635095,0.0015635764,0.21469359],"genre_scores_gemma":[0.9564197,0.0016105867,0.019488739,0.00007103599,0.00021224465,0.000121104196,0.0013145229,0.00008727432,0.020674791],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728376,0.00022055839,0.00063429226,0.0006853859,0.0007150379,0.00046095354],"domain_scores_gemma":[0.9983618,0.00018810871,0.00053155306,0.00033778988,0.00030530262,0.00027544174],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00027883262,0.00064165605,0.0005273954,0.00033938693,0.003768887,0.000055438835,0.0003518792,0.0006642213,0.000103627885],"category_scores_gemma":[0.000105757834,0.00081135356,0.00030841838,0.00033275093,0.00017115336,0.000606834,0.00010990815,0.0009967732,0.000047986134],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010646334,0.0008104528,0.17505768,0.0011243768,0.0021005964,0.0013791893,0.047008254,0.0526475,0.53017247,0.16342865,0.0035574937,0.021648709],"study_design_scores_gemma":[0.003042133,0.00027637187,0.2895474,0.0020439832,0.001157368,0.00023476528,0.025721263,0.014412733,0.15369827,0.00075407967,0.50711423,0.0019974012],"about_ca_topic_score_codex":0.009078843,"about_ca_topic_score_gemma":0.0024664318,"teacher_disagreement_score":0.5035567,"about_ca_system_score_codex":0.0061631086,"about_ca_system_score_gemma":0.00082980073,"threshold_uncertainty_score":0.99943376},"labels":[],"label_agreement":null},{"id":"W7048452008","doi":"","title":"Le redoublement, la réussite scolaire et lâobjectif de la Scolarisation Primaire Universelle (SPU) dâici à 2015 dans le cadre de lâÃducation Pour Tous (EPT) : cas du Sénégal à partir des données longitudinales du PASEC","year":2011,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Limiting; Localism","score_opus":0.0047501643129976324,"score_gpt":0.16916099996632697,"score_spread":0.16441083565332934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048452008","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":[0.2241923,0.0024097427,0.034111194,0.003227412,0.0003314834,0.00077691604,0.00026783664,0.0001586573,0.7345244],"genre_scores_gemma":[0.9542912,0.0018205892,0.014044911,0.0002111526,0.00017239335,0.000049583545,0.0000474891,0.0001560606,0.02920657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752766,0.00043739803,0.00038331648,0.00041401724,0.0006714553,0.00056615495],"domain_scores_gemma":[0.9988126,0.00026198782,0.00030897598,0.00027982786,0.000004697575,0.0003318904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001294032,0.00047204582,0.0004428265,0.00010117641,0.00043008043,0.00004817088,0.00029377357,0.0002046866,0.00017120903],"category_scores_gemma":[0.000020100306,0.0005434495,0.000074719035,0.0001227166,0.0003670456,0.00070242514,0.00012557545,0.00041275288,3.4276948e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068819255,0.00038548713,0.50076413,0.0015454142,0.00084089534,0.00059466454,0.0062669762,0.0030690273,0.0901369,0.36978772,0.015967367,0.0099532325],"study_design_scores_gemma":[0.0018279162,0.00025583798,0.5201564,0.0013330756,0.00037337234,0.00015107683,0.012086119,0.0010941152,0.2539743,0.004395719,0.20309842,0.0012537092],"about_ca_topic_score_codex":0.038849965,"about_ca_topic_score_gemma":0.28178325,"teacher_disagreement_score":0.73009896,"about_ca_system_score_codex":0.00022063381,"about_ca_system_score_gemma":0.0062635844,"threshold_uncertainty_score":0.9997017},"labels":[],"label_agreement":null},{"id":"W7048540075","doi":"","title":"Le parcours de professionnalisation des architectes du Québec 1860-1964 : émergence, évolution et consolidation d'un projet professionnel","year":2024,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Context (archaeology); ESPACE; Colonial period","score_opus":0.015104043307358442,"score_gpt":0.22292579537858684,"score_spread":0.20782175207122838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048540075","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":[0.77446234,0.0031635505,0.16870236,0.003038209,0.0005041189,0.0016317037,0.00006854388,0.00045108463,0.047978073],"genre_scores_gemma":[0.9254107,0.0011142202,0.036854945,0.00003082671,0.00010463506,0.000022863669,0.000096330186,0.00014274404,0.03622272],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99750835,0.0008323087,0.00036501014,0.0004959108,0.0002713543,0.0005270629],"domain_scores_gemma":[0.99896866,0.00016729084,0.0002909562,0.0003265319,0.00011472226,0.00013184566],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010077425,0.0004072605,0.00052868185,0.00086330995,0.00020804009,0.000013508763,0.0003606425,0.0004579032,0.0004286071],"category_scores_gemma":[0.00016391979,0.00048608167,0.00017959061,0.0004866423,0.00067352253,0.00026628922,0.00014945,0.000776415,0.00007386399],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065559376,0.0009857152,0.06413607,0.0035589233,0.0006139355,0.00019445986,0.14596938,0.005136858,0.024933258,0.072824046,0.0057161674,0.6752756],"study_design_scores_gemma":[0.0034429333,0.00042237467,0.5263137,0.009857926,0.00076561724,0.000041384104,0.057019666,0.015203875,0.0030932927,0.3686888,0.013245536,0.0019048823],"about_ca_topic_score_codex":0.6617259,"about_ca_topic_score_gemma":0.98464835,"teacher_disagreement_score":0.6733707,"about_ca_system_score_codex":0.00063113216,"about_ca_system_score_gemma":0.0011237566,"threshold_uncertainty_score":0.9997591},"labels":[],"label_agreement":null},{"id":"W7048551357","doi":"","title":"Likely community transmission of COVID-19 infections between neighboring, persistent hotspots in Ontario, Canada [version 1; peer review: awaiting peer review]","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Transmission (telecommunications); Spatial epidemiology; Peer-to-peer; Spatial analysis","score_opus":0.12260192469758358,"score_gpt":0.3234024627910758,"score_spread":0.20080053809349224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048551357","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":[0.9887852,0.0054503437,0.002018341,0.00179189,0.00017342264,0.0004485596,0.000048955797,0.00020721991,0.0010760337],"genre_scores_gemma":[0.985218,0.0064779036,0.00018788491,0.0010148461,0.000027451917,0.000004571031,0.00029409616,0.000048224454,0.0067270226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737364,0.0005185329,0.00047219414,0.00031610683,0.0009034561,0.00041604828],"domain_scores_gemma":[0.9979856,0.00016261842,0.00016516761,0.00054470915,0.0007956018,0.00034628678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015643004,0.00032194992,0.00064354093,0.0003101531,0.0002661499,0.00002357036,0.00047670896,0.00019259915,0.00012689042],"category_scores_gemma":[0.00045888784,0.0003858488,0.00022533012,0.0006777383,0.000056270597,0.0006413303,0.00016052733,0.001596109,0.000004147383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014689649,0.00006377067,0.99550223,0.0023462777,0.00008117776,0.00011407207,0.00026054625,0.0002056073,0.0007856747,0.0000030992624,0.00022455353,0.00039828816],"study_design_scores_gemma":[0.0009145128,0.00012673096,0.7361726,0.006756545,0.00041847056,0.000029888668,0.00029294845,6.563288e-7,0.0031477094,0.000019893965,0.25159878,0.0005212794],"about_ca_topic_score_codex":0.03434671,"about_ca_topic_score_gemma":0.8701328,"teacher_disagreement_score":0.8357861,"about_ca_system_score_codex":0.0022560772,"about_ca_system_score_gemma":0.00085669843,"threshold_uncertainty_score":0.99985933},"labels":[],"label_agreement":null},{"id":"W7048555448","doi":"","title":"Long-Term Durability of Ordinary Portland Cement and Polypropylene Fiber Stabilized Soil","year":2019,"lang":"en","type":"article","venue":"OpenSIUC (Southern Illinois University Carbondale)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Durability; Portland cement; Weathering; Service life; Soil cement; Polypropylene; Fiber","score_opus":0.007221836252311553,"score_gpt":0.18199774994679396,"score_spread":0.17477591369448242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048555448","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":[0.9906287,0.000298263,0.0002880649,0.000037662583,0.00009723039,0.0005013275,0.00006314288,0.00019265937,0.007892908],"genre_scores_gemma":[0.99611205,0.00017583532,0.00073343684,0.000013313162,0.000017254282,0.0000010701042,0.00002232008,0.00003091742,0.0028938008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890924,0.000056651337,0.00022112548,0.0003306192,0.00020008849,0.00028229365],"domain_scores_gemma":[0.99922514,0.00003900125,0.000085345564,0.000430363,0.000111323396,0.00010882022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022689253,0.0002333454,0.00041789789,0.00014060314,0.000051573545,0.000008522116,0.00018136301,0.00014772339,0.00050152274],"category_scores_gemma":[0.000009917114,0.00023988659,0.00009524571,0.00013744348,0.00014514613,0.00014736113,0.00011755566,0.00018763203,0.000025471265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007294628,0.00012529128,0.7585446,0.0005302254,0.0003289939,0.00007800831,0.0013927793,0.00067352614,0.22836666,0.000108797765,0.00011090555,0.009010732],"study_design_scores_gemma":[0.022457689,0.0022663863,0.6053307,0.0007133477,0.0013832808,0.000085167274,0.0043532434,0.0025760692,0.32569253,0.0007207402,0.029793462,0.0046273707],"about_ca_topic_score_codex":0.0001441626,"about_ca_topic_score_gemma":0.0001056331,"teacher_disagreement_score":0.1532139,"about_ca_system_score_codex":0.00012834126,"about_ca_system_score_gemma":0.00003376127,"threshold_uncertainty_score":0.9782291},"labels":[],"label_agreement":null},{"id":"W7048595322","doi":"","title":"+91 7073778243 love marriage with parents approval in Amritsar Ludhiana","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Tamil; Girl; Wife; MAGIC (telescope); Caste; Agra","score_opus":0.012515114683910148,"score_gpt":0.23387464556440787,"score_spread":0.22135953088049773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048595322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009014592,0.00006377634,0.0128366165,0.00003108373,0.00045239463,0.0012565618,0.000029126939,0.0008253707,0.9836036],"genre_scores_gemma":[0.011412894,0.0008951783,0.012712292,0.00007157737,0.00021795042,0.00036010082,0.00013305029,0.00080398656,0.97339296],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959009,0.0002582426,0.00057604496,0.0020178384,0.0004989265,0.0007480346],"domain_scores_gemma":[0.996285,0.00008772688,0.0002147624,0.003132341,0.00006610357,0.00021401733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013588065,0.0007366212,0.0009365816,0.0005430401,0.00003165451,0.000055114346,0.0009648138,0.0007931457,0.3604196],"category_scores_gemma":[0.0003491607,0.00080137764,0.00018023825,0.00039080382,0.00015189304,0.00011580311,0.0005148562,0.0011348595,0.15883426],"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":[0.0003636938,0.0011016508,0.08190266,0.0032514518,0.0024139124,0.0012041276,0.0013726933,0.006833679,0.014455728,0.00096683577,0.84611624,0.040017318],"study_design_scores_gemma":[0.0016592038,0.000003617016,0.0028851824,0.0014298983,0.00015782831,0.000049783524,0.00014403826,0.0003856074,0.011446682,0.00088117016,0.9794863,0.0014707263],"about_ca_topic_score_codex":0.00015116649,"about_ca_topic_score_gemma":0.0008818939,"teacher_disagreement_score":0.20158535,"about_ca_system_score_codex":0.00038969572,"about_ca_system_score_gemma":0.00011080992,"threshold_uncertainty_score":0.9994437},"labels":[],"label_agreement":null},{"id":"W7048597502","doi":"","title":"La coopération entre l'Union européenne et l'Union africaine en matière énergétique, environnementale et climatique","year":2024,"lang":"fr","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Measurement and Metrology Techniques","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":"Université Laval","funders":"","keywords":"Context (archaeology); Scope (computer science); Product (mathematics); Term (time)","score_opus":0.01230095987324401,"score_gpt":0.22898880547822112,"score_spread":0.21668784560497711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048597502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001062212,0.003150389,0.3533075,0.010950449,0.00032259754,0.00077496324,0.00017598567,0.0009607164,0.62929523],"genre_scores_gemma":[0.32357952,0.027171552,0.13584174,0.00035104228,0.00015085176,0.00026058362,0.0039841277,0.0005858158,0.50807476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.989861,0.006869895,0.0010516811,0.0010066645,0.0006039147,0.00060685124],"domain_scores_gemma":[0.99506074,0.001978678,0.00048779562,0.0014546384,0.0007653924,0.0002527562],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010780064,0.00090253254,0.0007189519,0.00053029234,0.0003253237,0.000283422,0.0008046859,0.00092953607,0.0013693315],"category_scores_gemma":[0.0005715715,0.0010234937,0.00035489118,0.00029602234,0.00045598552,0.00053978467,0.0006026531,0.0018109686,0.00047205796],"study_design_candidate":"theoretical_or_conceptual","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":[0.00001262325,0.000259546,0.00015400206,0.00049802277,0.00019221929,0.000029556188,0.0037484323,0.00030994706,0.026156833,0.9376459,0.00117218,0.029820729],"study_design_scores_gemma":[0.0008874866,0.0000070628753,0.00056600996,0.005444218,0.00031360151,0.000073348885,0.00019368196,0.0072951466,0.056289237,0.027604692,0.9000941,0.0012314315],"about_ca_topic_score_codex":0.00025841285,"about_ca_topic_score_gemma":0.003508442,"teacher_disagreement_score":0.9100412,"about_ca_system_score_codex":0.00048493568,"about_ca_system_score_gemma":0.00013258918,"threshold_uncertainty_score":0.99954355},"labels":[],"label_agreement":null},{"id":"W7048627138","doi":"","title":"Le plaisir du texte. MORIN, Robert. Scénarios refusés, Montréal, Éditions Somme Toute, 2021, 463 p.","year":2022,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Ridiculous; Gloom; Period (music); Natural (archaeology)","score_opus":0.004716791216490177,"score_gpt":0.15559513223843247,"score_spread":0.15087834102194228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048627138","genre_codex":"review","genre_gemma":"other","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":[0.04495514,0.6013649,0.07572501,0.17871802,0.005467984,0.0021280122,0.0014795032,0.0027860156,0.08737539],"genre_scores_gemma":[0.3159973,0.12884714,0.030252222,0.0019759852,0.0018122548,0.0005053149,0.0008744231,0.0006049042,0.51913047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971478,0.0002037519,0.00039953398,0.00066229823,0.0005141768,0.0010724528],"domain_scores_gemma":[0.99836904,0.00013234242,0.00020461007,0.0007797138,0.00013419516,0.00038007917],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029574652,0.00054849667,0.0005873166,0.00047556966,0.0023694653,0.000028107814,0.00066098536,0.00032155987,0.0017175438],"category_scores_gemma":[0.000054402655,0.00079375197,0.00037159608,0.0007734933,0.00018448544,0.00059686566,0.00077635335,0.0010743242,0.00017494362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001773129,0.00044500383,0.0005193131,0.000072379786,0.00046100645,0.0028008204,0.00033995556,0.052058123,0.008246528,0.07876493,0.83029914,0.025815498],"study_design_scores_gemma":[0.0018344378,0.00024197518,0.0005179176,0.000054937205,0.0003063803,0.0006529394,0.0011590499,0.0035462286,0.0010880184,0.0034989633,0.98635775,0.00074141787],"about_ca_topic_score_codex":0.019460654,"about_ca_topic_score_gemma":0.042226113,"teacher_disagreement_score":0.4725178,"about_ca_system_score_codex":0.011225983,"about_ca_system_score_gemma":0.0001633338,"threshold_uncertainty_score":0.99945134},"labels":[],"label_agreement":null},{"id":"W7048648919","doi":"","title":"Les techniques et les méthodes de contrôle de l'érosion et de la sédimentation dans les chantiers de construction au Québec guide préliminaire","year":2005,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Order (exchange); Statistical analysis; Work (physics); Context (archaeology)","score_opus":0.014207192013316688,"score_gpt":0.2610194631025513,"score_spread":0.24681227108923462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048648919","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":[0.08899023,0.006265938,0.7879698,0.00020284882,0.00012859232,0.00039677313,0.000017479635,0.0002230685,0.11580524],"genre_scores_gemma":[0.593532,0.0033919115,0.3932704,0.000021274034,0.00010845293,0.0000062820236,0.0000149824655,0.00006242855,0.00959225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819034,0.00061517785,0.00032087642,0.00028388103,0.0002143352,0.00037539305],"domain_scores_gemma":[0.999127,0.00017197744,0.00023125252,0.00023276305,0.00012962932,0.00010738324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009073629,0.000373643,0.00041714896,0.0002846131,0.0005221497,0.000015324116,0.00047342925,0.0007380882,0.00008317437],"category_scores_gemma":[0.00014791578,0.0004029059,0.00028385918,0.00015081922,0.0015166035,0.0002107858,0.00012942705,0.00052589417,0.0000025659142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020287617,0.0003706112,0.088054635,0.003099992,0.0003771142,0.000014462135,0.011119118,0.035977956,0.7114171,0.07130434,0.0011205779,0.076941215],"study_design_scores_gemma":[0.0009795659,0.0001649935,0.06892878,0.008453867,0.00073840003,0.00021598375,0.001212507,0.0058508855,0.79284066,0.00058700546,0.119484074,0.00054330047],"about_ca_topic_score_codex":0.06494811,"about_ca_topic_score_gemma":0.229555,"teacher_disagreement_score":0.5045418,"about_ca_system_score_codex":0.008669965,"about_ca_system_score_gemma":0.0012622633,"threshold_uncertainty_score":0.9998423},"labels":[],"label_agreement":null},{"id":"W7048655006","doi":"","title":"Les espaces du Nord-Pas-de-Calais : diagnostic et dynamiques. Tome 1 - Manuels thématiques","year":2014,"lang":"fr","type":"article","venue":"Gallica (Bibliothèque nationale de France)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Focus (optics); Context (archaeology); Set (abstract data type); Face (sociological concept)","score_opus":0.016892284069698258,"score_gpt":0.2693898741336699,"score_spread":0.2524975900639716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048655006","genre_codex":"methods","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":[0.12718017,0.031230655,0.7691756,0.022434533,0.000908613,0.0008430217,0.00012364399,0.0015446527,0.046559114],"genre_scores_gemma":[0.8389261,0.04332415,0.1018579,0.0029604225,0.0013833676,0.0006776494,0.00010912256,0.00020512797,0.010556187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968473,0.000446884,0.00061942457,0.000555664,0.00060674053,0.00092398823],"domain_scores_gemma":[0.9958321,0.0027038725,0.00022494137,0.00044670491,0.0004956441,0.00029674926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019257574,0.00056009495,0.00059025886,0.0015776171,0.00021808338,0.0002419793,0.0005635355,0.000712631,0.0011049832],"category_scores_gemma":[0.0029931553,0.00065559626,0.00023311311,0.0015228407,0.0002499246,0.0011201749,0.00008730211,0.00091875286,0.000086364256],"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":[0.000064558546,0.0006915035,0.33792078,0.0018686745,0.00049413764,0.000076686665,0.0027120737,0.023922643,0.009891284,0.52742237,0.05654597,0.038389288],"study_design_scores_gemma":[0.0009976912,0.00023324018,0.1950589,0.0007634309,0.0001267463,0.00007492884,0.000029286024,0.016533295,0.00995546,0.047573674,0.7276988,0.00095452747],"about_ca_topic_score_codex":0.00030388258,"about_ca_topic_score_gemma":0.0010613223,"teacher_disagreement_score":0.7117459,"about_ca_system_score_codex":0.0006673612,"about_ca_system_score_gemma":0.00024052714,"threshold_uncertainty_score":0.99980813},"labels":[],"label_agreement":null},{"id":"W7048710066","doi":"","title":"Manitoba murders show situation has gotten worse for Indigenous women, says advocate","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Indigenous; Action (physics); Indigenous culture; Fourth World","score_opus":0.009791690008055258,"score_gpt":0.1844275717395911,"score_spread":0.17463588173153582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048710066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021736442,0.0005155328,0.00008985445,0.000038880222,0.00041263364,0.0011581297,0.00015687438,0.0009704234,0.9964403],"genre_scores_gemma":[0.0016213182,0.00041649456,0.0038367799,0.00017026505,0.00016629235,0.00048160477,0.00057896547,0.00026220325,0.9924661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998503,0.00003452005,0.000504453,0.00018575194,0.00032748372,0.00044475743],"domain_scores_gemma":[0.9991402,0.00006193411,0.000303626,0.00031599772,0.000088214234,0.00009002686],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030703182,0.0003694397,0.00042421647,0.00019203765,0.00012094536,0.000032874872,0.00029907608,0.00034726606,0.12154117],"category_scores_gemma":[0.000065808,0.00041580806,0.00013316073,0.000013693198,0.000078637015,4.813186e-7,0.00004891956,0.0003018994,0.0007186903],"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":[0.000064911845,0.000025033061,0.000005269858,0.000529995,0.00012141718,0.0000044728076,0.00058844226,0.0029361895,0.0000045167294,0.000005052309,0.98968726,0.006027428],"study_design_scores_gemma":[0.0005454463,0.00020271928,0.0000052877917,0.00005549984,0.0000574823,0.000012883808,0.0004299319,0.00005239418,0.00004079029,0.000044648812,0.99816215,0.00039075257],"about_ca_topic_score_codex":0.00038244246,"about_ca_topic_score_gemma":0.0013717097,"teacher_disagreement_score":0.12082248,"about_ca_system_score_codex":0.00031436773,"about_ca_system_score_gemma":0.00003043421,"threshold_uncertainty_score":0.99982935},"labels":[],"label_agreement":null},{"id":"W7048744399","doi":"","title":"\"Luonnollista toimintaa\". Luontopainotteista toimintaa aivohalvauskuntoutujille","year":2010,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Work (physics); Data collection; Process (computing); Limiting","score_opus":0.01829163195123409,"score_gpt":0.2496975844991546,"score_spread":0.2314059525479205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048744399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033543592,0.005390079,0.016202308,0.00059574476,0.0048833415,0.0022260891,0.00032240877,0.004046475,0.9629792],"genre_scores_gemma":[0.042282354,0.001925081,0.015716936,0.00054179,0.0029523973,0.0004812838,0.00030399192,0.0022403987,0.9335558],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99123466,0.00045661535,0.0019037232,0.0020904273,0.001362709,0.0029518602],"domain_scores_gemma":[0.9937826,0.00051278545,0.00092012837,0.0035351436,0.0003653963,0.000883976],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019116553,0.002782234,0.002703854,0.001308003,0.0004953689,0.00031180057,0.0028265396,0.004509072,0.01814033],"category_scores_gemma":[0.0005922198,0.0028406535,0.001044241,0.00080339896,0.0008672877,0.0005097181,0.00064961315,0.005406415,0.0045247837],"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":[0.0004648251,0.0005806425,0.0005710096,0.0013712627,0.0016848475,0.00053290115,0.0013720407,0.0001837729,0.05509397,0.012090859,0.0062747677,0.9197791],"study_design_scores_gemma":[0.0014804665,0.00031765454,0.00039515682,0.0008184778,0.00062515534,0.00012074813,0.00029925656,0.0003319827,0.015274675,0.002020355,0.97545695,0.002859097],"about_ca_topic_score_codex":0.0005263363,"about_ca_topic_score_gemma":0.0018879595,"teacher_disagreement_score":0.9691822,"about_ca_system_score_codex":0.00089520734,"about_ca_system_score_gemma":0.0002645517,"threshold_uncertainty_score":0.99849105},"labels":[],"label_agreement":null},{"id":"W7048866253","doi":"","title":"Mike Wilmot - too saucy for radio","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Comedy; Key (lock); Line (geometry)","score_opus":0.008370929980820067,"score_gpt":0.19197462278624117,"score_spread":0.1836036928054211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048866253","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000042586485,0.00058604585,0.00006757849,0.000037608515,0.0007440821,0.00061827706,0.00014129173,0.0023916983,0.99540913],"genre_scores_gemma":[0.0000826468,0.00079340674,0.00617612,0.00007250061,0.00020492103,0.00009399082,0.00010948774,0.00040413757,0.9920628],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998925,0.000013202101,0.00042281355,0.00013387365,0.00020507167,0.00030006323],"domain_scores_gemma":[0.99933976,0.00008287331,0.00017178331,0.00026560857,0.0000707745,0.00006918572],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017483949,0.0002952438,0.0003903817,0.00011310737,0.00003222987,0.000014978167,0.00021406903,0.0004109639,0.039186515],"category_scores_gemma":[0.000094749084,0.0003111904,0.00015428297,0.000007600245,0.000058472724,1.8319402e-7,0.000024052428,0.00018491485,0.0022843508],"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":[0.000023779052,0.000008233187,0.0000011834929,0.00050389196,0.00008241472,0.0000031829436,0.000024867004,0.0005178855,0.00000241824,0.000029179826,0.9954518,0.0033511599],"study_design_scores_gemma":[0.00039235657,0.00009091026,0.000002262731,0.00015334236,0.00005272128,0.000009184978,0.00001336398,0.00005224007,0.000091359085,0.000028794282,0.99882156,0.00029187996],"about_ca_topic_score_codex":0.00019723341,"about_ca_topic_score_gemma":0.0005353124,"teacher_disagreement_score":0.036902163,"about_ca_system_score_codex":0.000062151295,"about_ca_system_score_gemma":0.00001019448,"threshold_uncertainty_score":0.999934},"labels":[],"label_agreement":null},{"id":"W7048884255","doi":"","title":"L'Université du Québec et les communautés culturelles : éléments de problématique : dossier d'études prospectives présenté à l'Assemblée des gouverneurs /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Context (archaeology); Identity (music); Indigenous; Perspective (graphical); Subject (documents)","score_opus":0.012221557738211269,"score_gpt":0.2281814585313158,"score_spread":0.21595990079310454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048884255","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17743458,0.0514589,0.020236729,0.016232038,0.00038160232,0.0031572592,0.00057357684,0.0018736542,0.72865164],"genre_scores_gemma":[0.65533245,0.0156585,0.025939183,0.0012270936,0.00081421045,0.0010240948,0.00014060424,0.0010858689,0.29877797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948089,0.0007895333,0.00094602833,0.0010294418,0.0014059749,0.0010201129],"domain_scores_gemma":[0.99470526,0.002989315,0.00079843536,0.00072888855,0.00026008944,0.0005179982],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00089941034,0.0014099142,0.0011340093,0.001177761,0.0006109015,0.00032717476,0.0015068528,0.0005452784,0.0050016977],"category_scores_gemma":[0.0023806137,0.001392273,0.00049534446,0.0009235378,0.0013760388,0.0009995349,0.0007436229,0.001544655,0.0001866364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00072614494,0.0025436957,0.38957322,0.0018655327,0.0035203297,0.00014134853,0.059036493,0.0052747526,0.019525882,0.07711034,0.43690613,0.003776156],"study_design_scores_gemma":[0.0022349253,0.00046357283,0.19658352,0.0013299015,0.00040775456,0.00010583481,0.0016184245,0.00085953675,0.004284383,0.0017245966,0.7887645,0.0016230576],"about_ca_topic_score_codex":0.24813856,"about_ca_topic_score_gemma":0.97869664,"teacher_disagreement_score":0.7305581,"about_ca_system_score_codex":0.019859528,"about_ca_system_score_gemma":0.035614666,"threshold_uncertainty_score":0.9998651},"labels":[],"label_agreement":null},{"id":"W7048911231","doi":"","title":"A method for natural heritage areas interpretive planning applied to the Trent University Nature Areas, Ontario","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Durvalumab","score_opus":0.002706251805207085,"score_gpt":0.15833145348361327,"score_spread":0.15562520167840618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048911231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022438949,0.0010012689,0.008931887,0.00037735456,0.00028884207,0.00061385904,0.0005094051,0.000096139076,0.9879569],"genre_scores_gemma":[0.28972805,0.00021730684,0.053398598,0.0022097435,0.00027901516,0.00006462865,0.000107778345,0.00037367354,0.6536212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998881,0.000024633882,0.00012505833,0.00023520227,0.00047462963,0.00025951964],"domain_scores_gemma":[0.9994982,0.00012931302,0.00006847564,0.0001764393,2.9810587e-7,0.00012729962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000009274539,0.00026779168,0.000309918,0.000049653674,0.000075743366,0.000008316712,0.0002749592,0.00009467892,0.000061476065],"category_scores_gemma":[0.0000011013793,0.00023003608,0.000041378386,0.000053490283,0.000028880331,0.00005546741,0.00005927178,0.00040248362,1.6736227e-9],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005693286,0.00006531627,0.0026731435,0.0010421287,0.0024223677,0.00024046029,0.0023514123,0.0035842166,0.010985422,0.03680701,0.8607281,0.07340712],"study_design_scores_gemma":[0.0001959677,0.000035192515,0.0010780244,0.0002681062,0.000050572617,0.0000020070336,0.00079000107,0.00027394766,0.0053190007,0.00010355949,0.9915987,0.00028486596],"about_ca_topic_score_codex":0.0035616602,"about_ca_topic_score_gemma":0.41595596,"teacher_disagreement_score":0.41239432,"about_ca_system_score_codex":0.00003836212,"about_ca_system_score_gemma":0.0003896027,"threshold_uncertainty_score":0.93805987},"labels":[],"label_agreement":null},{"id":"W7049075260","doi":"","title":"Muncie, Indiana Ontario St. aerial view","year":2005,"lang":"en","type":"other","venue":"Cardinal Scholar (Ball State University)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"","score_opus":0.010226451901063548,"score_gpt":0.18451883140216038,"score_spread":0.17429237950109683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049075260","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011537403,0.0016739478,0.002399007,0.000008946291,0.0007045957,0.00036591606,0.00014653312,0.0013266947,0.99222064],"genre_scores_gemma":[0.0017107239,0.0037216945,0.009386417,0.000072942166,0.0005783878,0.0000033337024,0.00013105672,0.000459556,0.9839359],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877906,0.000056083012,0.00013931833,0.0003416927,0.00024375501,0.00044006456],"domain_scores_gemma":[0.99934256,0.00000946515,0.000077282544,0.0003364738,0.00004824043,0.0001859935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017751913,0.00038715499,0.00048312196,0.000580514,0.00009052173,0.000031486874,0.00031747302,0.00038558044,0.0052628326],"category_scores_gemma":[0.000011975645,0.00046106608,0.00019928672,0.00023651963,0.000060416616,0.00017687846,0.00007720573,0.0009828192,0.000115026036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108536355,0.00006081946,0.001514176,0.00022904394,0.0014574399,0.0012911749,0.00028089643,0.00052143505,0.00074122834,0.00064675417,0.9564781,0.03667036],"study_design_scores_gemma":[0.0005110223,0.00004234485,0.00029780544,0.00010087465,0.00014506091,0.0000062247345,0.000017231949,0.0000016671806,0.00014578932,0.000026065794,0.99825644,0.00044948826],"about_ca_topic_score_codex":0.0011285039,"about_ca_topic_score_gemma":0.024831368,"teacher_disagreement_score":0.04177829,"about_ca_system_score_codex":0.0009112069,"about_ca_system_score_gemma":0.000118227465,"threshold_uncertainty_score":0.9997841},"labels":[],"label_agreement":null},{"id":"W7049178093","doi":"","title":"November 17, 2021 - BC Floods, Farming &amp; Food; AB Trail Act; Twitter's Right-Wing Content Problem","year":2021,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Tourism; Agriculture; Flooding (psychology); Marmot; Structural basin; Food security","score_opus":0.03372701465361265,"score_gpt":0.24812271974892944,"score_spread":0.2143957050953168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049178093","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014728651,0.002640977,0.1891463,0.00005778584,0.0015404142,0.0011959731,0.00032677897,0.0013675309,0.8022514],"genre_scores_gemma":[0.012821021,0.000825033,0.04731504,0.00032241826,0.0013611988,0.0004632968,0.0016968092,0.0013824145,0.9338128],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99507415,0.00025937503,0.0011468247,0.001455788,0.0006324847,0.0014313785],"domain_scores_gemma":[0.99779165,0.00024023693,0.00041511824,0.0010539261,0.0000717859,0.00042727665],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00028333778,0.0015122695,0.0015540684,0.0009996361,0.00005008173,0.00017206812,0.0012670397,0.0004814387,0.019129967],"category_scores_gemma":[0.0000596105,0.0014780876,0.0007936282,0.00019420938,0.0003564055,0.00015292874,0.0006307811,0.0018904075,0.0004826797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008938293,0.00015742813,0.00045011798,0.0005262688,0.0018843913,0.00019401587,0.0015481696,0.00009372189,0.01766722,0.00057189993,0.9751381,0.001679269],"study_design_scores_gemma":[0.0011430142,0.00026880208,0.0001447854,0.0036478774,0.00021680548,0.00010223538,0.00006592857,0.00060349476,0.0077099656,0.0009946243,0.9836197,0.0014827901],"about_ca_topic_score_codex":0.0018636908,"about_ca_topic_score_gemma":0.02782329,"teacher_disagreement_score":0.14183125,"about_ca_system_score_codex":0.00018460353,"about_ca_system_score_gemma":0.00007940468,"threshold_uncertainty_score":0.9997626},"labels":[],"label_agreement":null},{"id":"W7049194556","doi":"","title":"Multikulturní rysy v díle Tomsona Highwaye","year":2012,"lang":"en","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Multiculturalism; Character (mathematics); Work (physics); Key (lock)","score_opus":0.00818575924253488,"score_gpt":0.23021309854308986,"score_spread":0.222027339300555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049194556","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":[0.27119347,0.024084214,0.0002746767,0.000009214768,0.009847986,0.0008611123,0.0003009629,0.0015132906,0.6919151],"genre_scores_gemma":[0.9472469,0.00006550273,0.0007590244,0.000014570566,0.0013038042,0.00013043194,0.0025469216,0.00014700979,0.047785837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99669486,0.00004445978,0.0010395348,0.0005229272,0.001226625,0.00047157798],"domain_scores_gemma":[0.9973089,0.00012688737,0.000477497,0.0004318832,0.0014334506,0.00022139576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014525735,0.0006895679,0.0006645229,0.00046419475,0.00020226868,0.0003075174,0.00041656732,0.00089136476,0.000010044184],"category_scores_gemma":[0.0001507923,0.000690074,0.00043032377,0.0003230058,0.000099206685,0.0015570042,0.000029949879,0.0007727366,0.000012645473],"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":[0.0008454911,0.001111461,0.014087251,0.0037037777,0.0019888997,0.0002932107,0.0039413054,0.00067757466,0.92974836,0.0047104354,0.022742078,0.016150171],"study_design_scores_gemma":[0.0011687183,0.00031540616,0.066569716,0.0024023973,0.00036234915,0.00046920546,0.00016387882,0.00026501625,0.73417103,0.0017813576,0.18979324,0.002537656],"about_ca_topic_score_codex":0.000003237309,"about_ca_topic_score_gemma":0.0000028198617,"teacher_disagreement_score":0.67605346,"about_ca_system_score_codex":0.0003747725,"about_ca_system_score_gemma":0.00012964828,"threshold_uncertainty_score":0.99955505},"labels":[],"label_agreement":null},{"id":"W7049212001","doi":"","title":"Mutagenèse insertionnelle ciblée chez la plante-modèle Arabidopsis thaliana","year":2001,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Arabidopsis thaliana; Identification (biology); Context (archaeology)","score_opus":0.0050281017778802525,"score_gpt":0.15069706960685036,"score_spread":0.14566896782897013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049212001","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008833348,0.003612193,0.0043297512,0.0021733006,0.00054059,0.0003548878,0.00036803656,0.00009105068,0.97969687],"genre_scores_gemma":[0.46408105,0.0045185885,0.008128889,0.0008324687,0.0003155444,0.000046745943,0.00004916439,0.00028378633,0.5217438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972657,0.0001229365,0.00045231936,0.0004338765,0.0011459,0.00057927216],"domain_scores_gemma":[0.99883735,0.00021876748,0.00022509326,0.00035218644,8.7530384e-7,0.00036570936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002596475,0.00053927564,0.00061266596,0.00009136086,0.00016443108,0.000022570493,0.0003620444,0.00019023911,0.0014666645],"category_scores_gemma":[0.0000069777407,0.0005862685,0.00007853043,0.0001424025,0.00018072972,0.00026822774,0.00012342152,0.00043515992,3.8913125e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013997174,0.0005010405,0.11724322,0.004793173,0.0031434472,0.0030300578,0.0010059,0.0057571363,0.20972769,0.45645508,0.08723204,0.1097115],"study_design_scores_gemma":[0.0007107288,0.00008802856,0.010074273,0.0007286783,0.00010513144,0.00004164359,0.0011690242,0.0013375429,0.14949366,0.0020396356,0.83340853,0.0008031284],"about_ca_topic_score_codex":0.011875073,"about_ca_topic_score_gemma":0.08149435,"teacher_disagreement_score":0.7461765,"about_ca_system_score_codex":0.000030892978,"about_ca_system_score_gemma":0.0011874769,"threshold_uncertainty_score":0.9996589},"labels":[],"label_agreement":null},{"id":"W7049342643","doi":"","title":"Multi-way correspondence analysis approach to examine Nobel Prize Data from 1901 to 2018","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Correspondence analysis; Contingency table; Categorical variable; Association (psychology); Nationality; Multiple correspondence analysis; Multivariate analysis","score_opus":0.16787122550598804,"score_gpt":0.30732811415307976,"score_spread":0.13945688864709171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049342643","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063097524,0.0030305262,0.37816194,0.00010660657,0.0003525964,0.0011139549,0.59713787,0.0021456985,0.011641056],"genre_scores_gemma":[0.19180961,0.000019827914,0.38489664,0.00078121375,0.0002886326,0.0005509208,0.4190224,0.00009460543,0.0025361325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988182,0.00002832194,0.0001844038,0.00049189385,0.00020102407,0.00027615443],"domain_scores_gemma":[0.99850076,0.00007738428,0.000025022,0.0011314707,0.00010003586,0.00016529526],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000075923046,0.00017791192,0.00027564281,0.00017602989,0.000038247075,0.00003295014,0.0005909955,0.000100390986,0.017931495],"category_scores_gemma":[0.0010722855,0.00018782665,0.0000536249,0.000941871,0.0000029201606,0.000167728,0.00037560434,0.0001525583,0.0009949197],"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":[0.000032202868,0.00016356814,0.00072831294,0.00010168105,0.00062059745,0.000053805335,0.00027218706,0.014244514,0.1060519,0.0000015078476,0.86655533,0.011174381],"study_design_scores_gemma":[0.0007364569,0.00006925866,0.103690125,0.00054611237,0.0004282114,0.0000049988034,0.00011215635,0.10222424,0.096481845,0.000011087494,0.69451815,0.0011773484],"about_ca_topic_score_codex":0.000009207649,"about_ca_topic_score_gemma":0.00013580418,"teacher_disagreement_score":0.18549986,"about_ca_system_score_codex":0.0000594238,"about_ca_system_score_gemma":0.000020486275,"threshold_uncertainty_score":0.9997829},"labels":[],"label_agreement":null},{"id":"W7050332190","doi":"","title":"Kampfszene","year":2003,"lang":"de","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","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":"Property (philosophy); Context (archaeology); Period (music)","score_opus":0.016854051934734285,"score_gpt":0.239728314204094,"score_spread":0.2228742622693597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7050332190","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000062185565,0.00963287,0.076819316,0.003536063,0.010797344,0.0022007918,0.00067729026,0.0016106996,0.89466345],"genre_scores_gemma":[0.015261544,0.021181304,0.06635504,0.044139862,0.010104856,0.0038460896,0.01272758,0.0030492907,0.82333446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951243,0.00029875507,0.0011341625,0.0012535605,0.00097361056,0.0012156325],"domain_scores_gemma":[0.9972393,0.00012313,0.00057221693,0.00124036,0.0003348127,0.00049019896],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007950265,0.0013461959,0.0013144957,0.00086797884,0.00039629007,0.0002101264,0.00079857546,0.0014835774,0.09008968],"category_scores_gemma":[0.00020568426,0.0015179407,0.0004419762,0.00066546357,0.0002906936,0.0049105994,0.00013250842,0.0011905483,0.02381612],"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":[0.00010802546,0.00046849618,0.00009908613,0.0005559546,0.0009364456,0.00017499506,0.000039830273,0.0007393739,0.004050846,0.10704939,0.87702036,0.008757203],"study_design_scores_gemma":[0.0015181154,0.0002747644,0.00043201188,0.0007097704,0.0004396156,0.00004209316,0.00003368165,0.000057773228,0.010337983,0.003231445,0.98135096,0.0015717769],"about_ca_topic_score_codex":0.000015439631,"about_ca_topic_score_gemma":0.00030927313,"teacher_disagreement_score":0.10433062,"about_ca_system_score_codex":0.00061226607,"about_ca_system_score_gemma":0.00016972817,"threshold_uncertainty_score":0.9999289},"labels":[],"label_agreement":null},{"id":"W7050381260","doi":"","title":"Editorial","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Advanced Measurement and Metrology Techniques","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":"The Journal of Student Science and Technology","funders":"","keywords":"Download; Free access; Join (topology); Editorial board; Politics; Government (linguistics)","score_opus":0.238097961632861,"score_gpt":0.5437521967950509,"score_spread":0.3056542351621899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7050381260","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":[0.6566179,0.025318315,0.015474886,0.00025115037,0.23166716,0.0018144939,0.000103537095,0.004589428,0.06416317],"genre_scores_gemma":[0.9442568,0.025208518,0.0010289167,0.00011271754,0.028390473,0.0001501904,0.00002861822,0.00016464115,0.00065914803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982975,0.000060438775,0.00048039184,0.00022347004,0.0005430702,0.00039514215],"domain_scores_gemma":[0.9990493,0.00014211549,0.00016045845,0.0003243048,0.00016751316,0.00015628393],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010444443,0.0002317666,0.0004762181,0.00078048604,0.000113003625,0.0002619422,0.0014918477,0.00015628435,0.0018122791],"category_scores_gemma":[0.00022756835,0.00022472939,0.00012478954,0.0010553052,0.000060878054,0.0013616452,0.0003400045,0.00041025018,0.00005632643],"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":[0.000037148817,0.000022369122,0.027751617,0.000036762092,0.00008637346,0.000009711851,0.000029207811,0.000843494,0.22566783,0.000042109867,0.7382355,0.007237885],"study_design_scores_gemma":[0.0006674666,0.000013895829,0.084428355,0.00020615834,0.000072541996,0.000003807464,0.00002957382,0.00026602202,0.18408416,0.019458394,0.7101713,0.0005983449],"about_ca_topic_score_codex":0.000033533583,"about_ca_topic_score_gemma":0.000009010068,"teacher_disagreement_score":0.28763893,"about_ca_system_score_codex":0.00007989883,"about_ca_system_score_gemma":0.000035974444,"threshold_uncertainty_score":0.9991002},"labels":[],"label_agreement":null},{"id":"W7089423535","doi":"10.5281/zenodo.17330078","title":"Nationalism and Globalization: Reconciling Sovereignty with Transnational Norms","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Measurement and Metrology Techniques","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":"Discovery Centre","funders":"","keywords":"Globalization; Nationalism; Sovereignty; Autonomy; Politics; Global governance; Human rights; International relations","score_opus":0.017736830249174593,"score_gpt":0.22333665696902058,"score_spread":0.205599826719846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7089423535","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":[0.02031515,0.00035839932,0.4687644,0.0014228848,0.000108347704,0.00050506584,0.000095001196,0.0026554675,0.5057753],"genre_scores_gemma":[0.99644166,0.00007689302,0.0023496542,0.00016710785,0.000030442241,1.0012507e-7,0.0004737105,0.00024594466,0.00021447735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993766,0.000035279038,0.000121851146,0.00016212929,0.00016543455,0.00013869422],"domain_scores_gemma":[0.9995167,0.000012801057,0.000019730503,0.00010844299,0.00029807087,0.000044212615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023857586,0.00008460042,0.00007834327,0.00015031444,0.0005575846,0.00012046206,0.00017864426,0.00004560062,0.000996324],"category_scores_gemma":[0.000064581945,0.000083959814,0.000013639812,0.00031612892,0.00007242848,0.00019361007,0.00005634214,0.00010934928,0.000029126668],"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":[0.00009331397,0.00006025024,0.000111294175,0.00018450577,0.00016318246,0.000005856177,0.0003738938,0.004421151,0.005944814,0.8871994,0.029183645,0.07225872],"study_design_scores_gemma":[0.00073299254,0.00008475998,0.0012360225,0.000033989836,0.000020111522,0.00004681682,0.00008002533,0.0030187888,0.0028168017,0.009416342,0.98233503,0.00017828951],"about_ca_topic_score_codex":4.075883e-7,"about_ca_topic_score_gemma":2.7201816e-7,"teacher_disagreement_score":0.9761265,"about_ca_system_score_codex":0.00010280119,"about_ca_system_score_gemma":0.000002808724,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W7116913173","doi":"10.1016/j.cie.2025.111766","title":"Accounting for Within-Part Variability in Measurement System Analysis","year":2025,"lang":"en","type":"article","venue":"Computers & Industrial Engineering","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Hacettepe Üniversitesi; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Repeatability; Observational error; System of measurement; Metric (unit); Measurement uncertainty; Gauge (firearms); Accuracy and precision; Measure (data warehouse); Metrology","score_opus":0.03188637825778864,"score_gpt":0.22954827418956486,"score_spread":0.19766189593177622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116913173","genre_codex":"methods","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":[0.02815967,0.000109710316,0.96715194,0.000021713844,0.0026537024,0.0005770826,0.0000045591646,0.0009817843,0.0003398072],"genre_scores_gemma":[0.98701185,0.000002341817,0.01252395,0.000013152664,0.00024784054,0.0001634932,0.000008356405,0.000022741688,0.000006280159],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986127,0.000033006647,0.0005275141,0.0002830024,0.00018799347,0.0003557819],"domain_scores_gemma":[0.9993773,0.00015902003,0.000048833313,0.00027319056,0.00009261348,0.000049041788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002248637,0.00022815778,0.0004672569,0.0006699393,0.00004270751,0.00003590947,0.00021574342,0.00021062145,0.0000013953003],"category_scores_gemma":[0.0002851605,0.0002579069,0.00014656372,0.001118949,0.0000117254385,0.00012171426,0.000039154413,0.00031671138,4.86579e-7],"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":[0.000021437369,0.000016527812,0.003205889,0.00019173461,0.0005634193,0.000001830988,0.000037512553,0.9849061,0.0031266774,0.0021532027,0.00034002346,0.005435644],"study_design_scores_gemma":[0.0011886585,0.000022622668,0.0007567533,0.00039594382,0.000359413,5.7653256e-7,0.000027862468,0.97912943,0.01178045,0.00005797266,0.005944481,0.00033582177],"about_ca_topic_score_codex":0.000007594322,"about_ca_topic_score_gemma":0.000008179048,"teacher_disagreement_score":0.9588522,"about_ca_system_score_codex":0.0007826293,"about_ca_system_score_gemma":0.000043270004,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W7129409939","doi":"10.1109/mcai66356.2025.11381986","title":"A Software Compensation Scheme for Sampling Clock Mismatch Error in Heterodyne Laser Interferometers","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"MD Precision (Canada)","funders":"","keywords":"Compensation (psychology); Sampling (signal processing); Astronomical interferometer; Heterodyne (poetry); SIGNAL (programming language); Software; Displacement (psychology); Interferometry; Superheterodyne receiver","score_opus":0.048702490288848196,"score_gpt":0.32043439455347106,"score_spread":0.27173190426462285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7129409939","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":[0.24709918,0.00050302275,0.7492196,0.00034052043,0.00077265943,0.0010828533,0.000013078508,0.00044428778,0.000524798],"genre_scores_gemma":[0.6702704,0.00006479442,0.32827914,0.00029577973,0.000040907278,0.00025993615,0.000034879435,0.000043808068,0.00071037427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978969,0.00004397984,0.0007683172,0.0005151615,0.00014119482,0.0006344416],"domain_scores_gemma":[0.9990275,0.00029589262,0.00008770885,0.0003731969,0.00014172049,0.00007398885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054236106,0.00040958216,0.0005842473,0.0007242971,0.000092785034,0.00004607106,0.0002605519,0.00033592046,0.0000830843],"category_scores_gemma":[0.0003235538,0.0004583613,0.00018647507,0.0005045047,0.000055549317,0.0002674435,0.00008836414,0.00039344069,0.000008967638],"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":[0.0038863977,0.0014626145,0.09184291,0.00941805,0.0022030845,0.000019536998,0.0025247221,0.07604712,0.6313426,0.012343384,0.010197614,0.15871197],"study_design_scores_gemma":[0.016775122,0.0013787961,0.014011034,0.0054012076,0.0005518659,0.0000085754045,0.0015982247,0.15472393,0.71770066,0.024905678,0.059352525,0.0035923722],"about_ca_topic_score_codex":0.000020994028,"about_ca_topic_score_gemma":0.00020675424,"teacher_disagreement_score":0.4231712,"about_ca_system_score_codex":0.0004279718,"about_ca_system_score_gemma":0.000042745516,"threshold_uncertainty_score":0.9997868},"labels":[],"label_agreement":null},{"id":"W7132135652","doi":"","title":"Effect of mass loading on the shock sensitivity of accelerometers","year":2021,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accelerometer; Sensitivity (control systems); Shock (circulatory); Acceleration; Calibration; Amplitude","score_opus":0.016262313833173152,"score_gpt":0.24156510909693063,"score_spread":0.2253027952637575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132135652","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":[0.9612745,0.000032673717,0.027384361,0.000024430134,0.00008099337,0.000077830686,0.0000023670336,0.00007429168,0.011048549],"genre_scores_gemma":[0.9971412,0.000016850105,0.0027800964,0.0000132773,0.0000121776675,0.0000058751375,8.902816e-7,0.0000090990925,0.000020536167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956554,0.00010180118,0.00008476184,0.00006325127,0.000091909955,0.00009272256],"domain_scores_gemma":[0.9993742,0.0004155725,0.000021083066,0.00015234675,0.0000237056,0.000013107529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046771462,0.00006455987,0.00014623771,0.000034341672,0.000009957041,0.0000016485823,0.000040092375,0.00003548398,0.000040872463],"category_scores_gemma":[0.00014951853,0.000046569414,0.00005257628,0.00009914243,0.000025174964,0.000023700733,0.00001084944,0.00008925616,0.0000014290149],"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":[0.000013821743,0.0000042013385,0.0014481691,0.000059151786,0.000022373346,0.0000025705217,0.000017906701,0.00035891478,0.99371475,0.0002526413,0.00011313806,0.0039923447],"study_design_scores_gemma":[0.00009396794,0.00007921365,0.0004343311,0.000033768156,0.000014416442,0.000001004794,0.000006736652,0.00090658816,0.9979549,0.0003404307,0.00009739772,0.00003725115],"about_ca_topic_score_codex":3.468775e-7,"about_ca_topic_score_gemma":0.0000011945751,"teacher_disagreement_score":0.035866696,"about_ca_system_score_codex":0.000018268951,"about_ca_system_score_gemma":0.000004148785,"threshold_uncertainty_score":0.18990456},"labels":[],"label_agreement":null},{"id":"W784142478","doi":"10.1007/978-3-0348-0918-4_9","title":"Action-angle coordinates","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Action-angle coordinates; Action (physics); Computer science; Physics; Mathematics; Geometry; Orthogonal coordinates","score_opus":0.08175777063270967,"score_gpt":0.2770589471277104,"score_spread":0.19530117649500073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W784142478","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000034844907,0.0018481453,0.013234826,0.000018711715,0.00037857817,0.00010704327,0.0000048927996,0.0015401556,0.98286414],"genre_scores_gemma":[0.0028693909,0.00040270103,0.002832416,0.00003120585,0.0001939997,0.000013552491,0.000029670326,0.00008084061,0.99354625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995272,0.0000013839747,0.00011765473,0.00011485999,0.000113103335,0.00012580988],"domain_scores_gemma":[0.99967176,0.000010274801,0.000022200258,0.00016957441,0.00007049325,0.00005569561],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006932291,0.00019112014,0.00020172364,0.00010565969,0.000015331363,0.000005514707,0.00008186088,0.00026889803,0.00095162337],"category_scores_gemma":[0.0000062450704,0.00018035658,0.00005494438,0.000009893887,0.000025255973,0.000058714857,0.000014828451,0.00022723258,0.00023520808],"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":[0.000009533712,0.000006287915,0.00001701131,0.00007426062,0.00021395966,0.000013278757,0.000013759104,0.00022433735,0.0017690826,0.18727212,0.7657243,0.04466206],"study_design_scores_gemma":[0.00007127258,0.00002646028,9.877965e-7,0.000017874398,0.00002677208,0.0000028885802,0.000001970801,0.000035623158,0.0026728273,0.050553273,0.9463947,0.00019537834],"about_ca_topic_score_codex":9.562216e-7,"about_ca_topic_score_gemma":0.000011957156,"teacher_disagreement_score":0.18067037,"about_ca_system_score_codex":0.00010309278,"about_ca_system_score_gemma":0.000010778548,"threshold_uncertainty_score":0.9999616},"labels":[],"label_agreement":null},{"id":"W9163392","doi":"10.1007/978-94-017-1691-8_20","title":"Process plan validation including process deviations and machine-tool errors","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Process (computing); Computer science; Plan (archaeology); Computation; Machine tool; CAD; Tree (set theory); Engineering drawing; Engineering; Reliability engineering; Algorithm; Mechanical engineering; Mathematics","score_opus":0.05107754492737551,"score_gpt":0.27659950223683305,"score_spread":0.22552195730945754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W9163392","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016680595,0.00095736387,0.108689554,0.00006954991,0.00021524995,0.00078159425,0.000028785835,0.0015463025,0.88604355],"genre_scores_gemma":[0.8462534,0.0024470158,0.011836737,0.0005057322,0.0003312042,0.00040447208,0.00065310294,0.00052633113,0.13704199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99912417,0.000005217218,0.00026733568,0.00024157151,0.00017928821,0.00018243481],"domain_scores_gemma":[0.9996233,0.000019945037,0.0000798347,0.00014013343,0.00008701968,0.000049764454],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013927222,0.00030541347,0.0002686828,0.00022865437,0.00009197863,0.000017137467,0.0000902614,0.00029245488,0.00009783162],"category_scores_gemma":[0.000027377164,0.0002987424,0.000035527213,0.000039403938,0.000031513704,0.000181932,0.000013738494,0.0003125041,0.0000076438155],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002612715,0.00027941598,0.02594582,0.017826501,0.003876841,0.00012621158,0.006175085,0.036331996,0.015915219,0.72821057,0.025298908,0.13975216],"study_design_scores_gemma":[0.0022675076,0.00035552107,0.00026741225,0.001531821,0.0011001014,0.00013926443,0.00018219402,0.006150478,0.13333298,0.5205644,0.32847846,0.0056298873],"about_ca_topic_score_codex":5.3046057e-7,"about_ca_topic_score_gemma":0.000009597934,"teacher_disagreement_score":0.84458536,"about_ca_system_score_codex":0.00006618708,"about_ca_system_score_gemma":0.000018365121,"threshold_uncertainty_score":0.9999465},"labels":[],"label_agreement":null},{"id":"W982539242","doi":"10.1017/cbo9780511794247.019","title":"Basic MATLAB","year":2013,"lang":"en","type":"other","venue":"","topic":"Advanced Measurement and Metrology Techniques","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":"Wilfrid Laurier University","funders":"","keywords":"Computer science; MATLAB; Content (measure theory); Link (geometry); Database; Computer graphics (images); Computer network; Programming language; Mathematics","score_opus":0.009086041894286518,"score_gpt":0.2022296944965296,"score_spread":0.1931436526022431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W982539242","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017080087,0.0011025168,0.04277964,0.0000063501657,0.0002561828,0.00013268774,0.0000016571831,0.0041355505,0.9515837],"genre_scores_gemma":[0.00009310693,0.00040217012,0.013457306,0.00005069467,0.00015282644,0.000046761004,0.00000766566,0.0003980488,0.98539144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968874,0.0000026146713,0.000055599412,0.000077584875,0.000050900082,0.00012458197],"domain_scores_gemma":[0.99979794,0.000002672839,0.000010991899,0.00015870978,0.000004172469,0.000025513593],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000017485285,0.00012705442,0.0001309856,0.00011506212,0.0000036370354,0.000004109634,0.000074721145,0.00018453426,0.014664338],"category_scores_gemma":[0.0000018241357,0.000108509375,0.000024993284,0.000031577383,0.000011301532,0.0000152271805,0.000007506813,0.00009536092,0.0011563766],"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":[8.4363904e-8,0.0000015170538,0.000010705208,0.000025905332,0.000019704015,5.671024e-7,7.335158e-7,0.0000014365664,0.00035074077,0.0007584803,0.9946453,0.004184806],"study_design_scores_gemma":[0.000041558193,0.0000048050792,0.000004943657,0.000021379285,0.000006889073,5.041663e-7,8.753022e-7,0.00003465437,0.0013392726,0.00014224734,0.9982793,0.00012360433],"about_ca_topic_score_codex":0.000009778008,"about_ca_topic_score_gemma":0.000012422186,"teacher_disagreement_score":0.033807714,"about_ca_system_score_codex":0.000015230414,"about_ca_system_score_gemma":0.0000018891252,"threshold_uncertainty_score":0.99962133},"labels":[],"label_agreement":null}]}