{"meta":{"query_hash":"89a0b46403c6","filters":{"venue":"IEEE Control Systems"},"cohort_total":45,"direct_labels_cover":0,"predictions_cover":45,"exported":45,"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/89a0b46403c6","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+Control+Systems"},"results":[{"id":"W1492579771","doi":"10.1109/mcs.2016.2536121","title":"CSS Quarter-Century Members [Member Activities]","year":2016,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Listing (finance); Quarter (Canadian coin); Engineering; Computer science; Business; History; Archaeology; Finance","score_opus":0.02550535565625173,"score_gpt":0.19754776630771104,"score_spread":0.1720424106514593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492579771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004368035,0.0052506053,0.002257117,0.017763954,0.045088913,0.00027080727,0.007941843,0.0018770997,0.9151815],"genre_scores_gemma":[0.010557034,0.0029283662,0.00061619695,0.0022352342,0.0042273686,0.00009218547,0.002544192,0.0005398746,0.9762596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912924,0.00007956489,0.000033380376,0.00009949055,0.00046889752,0.00018944594],"domain_scores_gemma":[0.99310935,0.00020079348,0.00018724865,0.00023534673,0.004227278,0.0020399606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013334176,0.0008743931,0.0005434629,0.0022020526,0.0018833033,0.0038673037,0.0006313418,0.0009971182,0.34303686],"category_scores_gemma":[0.0032606402,0.00025335292,0.00042304993,0.0026345279,0.00039428347,0.0015054101,0.0016910679,0.0013850947,0.31454802],"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":[0.000011717069,0.000015292844,0.00027661741,0.00004516357,0.0000012988916,0.0000135685705,0.000018012055,0.000030186244,0.0002572809,0.00092910725,0.97483397,0.023567868],"study_design_scores_gemma":[0.00000193937,0.0000073540186,0.000772289,0.000034220586,0.0000012411646,0.000020656096,0.000066618115,0.00008046223,0.00011259624,0.0001402236,0.99875844,0.0000040766645],"about_ca_topic_score_codex":0.008937862,"about_ca_topic_score_gemma":0.017253375,"teacher_disagreement_score":0.34303686,"about_ca_system_score_codex":0.0013136931,"about_ca_system_score_gemma":0.004008625,"threshold_uncertainty_score":0.9370782},"labels":[],"label_agreement":null},{"id":"W1559610976","doi":"10.1109/mcs.2004.1337866","title":"A force-feedback joystick for control and robotics education - affordable software for educational institutions","year":2004,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Experimental Learning in Engineering","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":"Queen's University","funders":"","keywords":"Joystick; Software; MATLAB; Control (management); Computer science; Robotics; Virtual reality; Simulation; Human–computer interaction; Control engineering; Software engineering; Artificial intelligence; Engineering; Robot; Operating system","score_opus":0.010681632918562218,"score_gpt":0.24366386618668695,"score_spread":0.23298223326812473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559610976","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011540349,0.0004999337,0.96041596,0.00041343833,0.00019307647,0.00043197797,0.00021651435,0.012642676,0.013646161],"genre_scores_gemma":[0.10471242,0.00070528366,0.8682112,0.0003335415,0.000085917614,0.0006695835,0.00061205996,0.0017134235,0.022956481],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989207,0.00014989424,0.000042090287,0.000096123345,0.0006871985,0.000104068415],"domain_scores_gemma":[0.9993082,0.0001528286,0.00004058265,0.000114019036,0.00018567506,0.00019861657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077597605,0.000900496,0.00031500985,0.0010012347,0.0005487668,0.0008854543,0.0011747825,0.0008127712,0.016753733],"category_scores_gemma":[0.0020983627,0.0003162988,0.00042861706,0.0005146764,0.0004752881,0.0014308998,0.0018722035,0.00082492974,0.003929576],"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":[0.00027423736,0.00033091696,0.00075255317,0.00045219835,0.0000288218,0.0002546118,0.00031176876,0.0037648373,0.112389155,0.023175878,0.028313601,0.8299513],"study_design_scores_gemma":[0.00047419325,0.0023099934,0.007775227,0.00038658112,0.00011795873,0.003522039,0.0003684381,0.087589405,0.21933053,0.019195614,0.6585667,0.00036342334],"about_ca_topic_score_codex":0.00088035583,"about_ca_topic_score_gemma":0.001745939,"teacher_disagreement_score":0.016753733,"about_ca_system_score_codex":0.00047970607,"about_ca_system_score_gemma":0.0012834473,"threshold_uncertainty_score":0.056046844},"labels":[],"label_agreement":null},{"id":"W1986060575","doi":"10.1109/37.845034","title":"An undergraduate laboratory platform for control system design, simulation, and implementation","year":2000,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":27,"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":"Control engineering; MATLAB; PID controller; Control system; Software; Servomotor; Computer science; Temperature control; Engineering; Operating system","score_opus":0.010052439372431634,"score_gpt":0.25725602411116105,"score_spread":0.24720358473872941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986060575","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059125903,0.00013824082,0.9445547,0.00018780374,0.00021703517,0.00060191087,0.0004675543,0.02965676,0.018263515],"genre_scores_gemma":[0.097236834,0.00041869568,0.8665886,0.0003820848,0.00020593539,0.0025451668,0.003289252,0.0037953977,0.025538111],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99830365,0.0003131943,0.0001383944,0.00018757253,0.0009092266,0.00014788199],"domain_scores_gemma":[0.9964114,0.0005886265,0.00016891432,0.0009837669,0.0013831729,0.00046406258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001920344,0.0010825895,0.00077062723,0.00088934496,0.00046819283,0.001302573,0.0024328781,0.0006437697,0.03646431],"category_scores_gemma":[0.0047794865,0.00054722547,0.0006300344,0.0005192299,0.00033668356,0.0010427953,0.0018600266,0.0017294184,0.013594326],"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":[0.0007099372,0.0018686275,0.0023314492,0.00084788946,0.00012118149,0.0003631344,0.00037842736,0.03353549,0.09770574,0.044106834,0.1113833,0.70664805],"study_design_scores_gemma":[0.0009999888,0.0027998344,0.00330953,0.00032735083,0.00015444666,0.001069851,0.00013138932,0.30508092,0.14820895,0.014851017,0.522876,0.00019076404],"about_ca_topic_score_codex":0.00076884043,"about_ca_topic_score_gemma":0.00087241497,"teacher_disagreement_score":0.03646431,"about_ca_system_score_codex":0.0006005066,"about_ca_system_score_gemma":0.0019845616,"threshold_uncertainty_score":0.12198526},"labels":[],"label_agreement":null},{"id":"W1996499076","doi":"10.1109/mcs.2006.1636312","title":"A high-precision, magnetically levitated positioning stage: toward contactless actuation for industrial manufacturing","year":2006,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Linear motor; Control theory (sociology); Linearization; Process (computing); Magnetic levitation; Motion control; Control engineering; Nonlinear system; Controller (irrigation); Magnet; Engineering; Feedback linearization; Computer science; Mechanical engineering; Control (management); Physics; Robot","score_opus":0.014880977538255583,"score_gpt":0.21033595636086558,"score_spread":0.19545497882260998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996499076","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19899821,0.0006684492,0.7896674,0.0006068619,0.00013616058,0.00016024066,0.000083494466,0.0018308671,0.007848214],"genre_scores_gemma":[0.60372746,0.00024592885,0.38975465,0.00011335055,0.000042892945,0.000061618164,0.00005859187,0.000058571703,0.0059369816],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997156,0.000033061067,0.000011419411,0.000044926484,0.00017733675,0.000017545643],"domain_scores_gemma":[0.99976236,0.000053937754,0.00006057454,0.000041269854,0.000057308232,0.00002454377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002960288,0.0002657016,0.00017393312,0.00014871747,0.00022843371,0.00033643874,0.0007500302,0.00049172324,0.0013643139],"category_scores_gemma":[0.00040813044,0.00021885491,0.00012045422,0.000113433445,0.00044112216,0.00065676175,0.00035884712,0.0004552113,0.00058781664],"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":[0.000051788647,0.000031816304,0.00032344778,0.000113047245,0.0000065278173,0.000113417416,0.000096143085,0.002514071,0.9618704,0.0039678435,0.00059205556,0.030319378],"study_design_scores_gemma":[0.000052688978,0.0011631552,0.0019474335,0.00002369024,0.000018739665,0.00084782246,0.00004509066,0.11836971,0.8507899,0.0010453835,0.025657183,0.00003917944],"about_ca_topic_score_codex":0.0003707199,"about_ca_topic_score_gemma":0.0006830788,"teacher_disagreement_score":0.0013643139,"about_ca_system_score_codex":0.00031028377,"about_ca_system_score_gemma":0.00035797086,"threshold_uncertainty_score":0.0045641065},"labels":[],"label_agreement":null},{"id":"W2059280381","doi":"10.1109/mcs.2006.1657866","title":"Thoughts on governance [President's message]","year":2006,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; Computer science; Political science; Public administration; Management; Computer security; Economics","score_opus":0.024796677597140857,"score_gpt":0.33293028184652557,"score_spread":0.3081336042493847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059280381","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019895002,0.0017733331,0.00017061458,0.94506544,0.04477581,0.000007917727,0.000045597888,0.000047301935,0.007914919],"genre_scores_gemma":[0.010245853,0.0042333994,0.0007952907,0.8656395,0.06833083,0.00005793433,0.0001617653,0.000087900786,0.05044744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704427,0.00075810077,0.00016361434,0.00023988886,0.0011774953,0.00061660726],"domain_scores_gemma":[0.993768,0.0014295272,0.000433847,0.000186383,0.0024941931,0.0016881521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042125485,0.00066791865,0.00051893917,0.0006228971,0.0037605052,0.007419658,0.0011826582,0.016018976,0.020066751],"category_scores_gemma":[0.015319138,0.00037667344,0.00084425654,0.00085839984,0.002257929,0.0054320856,0.0015957404,0.019444752,0.009245662],"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":[0.000006643945,0.00000746274,0.00007865611,0.000015951591,0.0000029275752,0.00003861738,0.000057457197,0.000020409654,0.00003192779,0.0060956734,0.99027807,0.0033661018],"study_design_scores_gemma":[0.00001596004,0.00001622978,0.0007930819,0.000107240034,0.000009339357,0.000057505775,0.00028878447,0.000084110194,0.00006504611,0.007372904,0.99117297,0.000016803935],"about_ca_topic_score_codex":0.010042665,"about_ca_topic_score_gemma":0.019077316,"teacher_disagreement_score":0.020066751,"about_ca_system_score_codex":0.0023659957,"about_ca_system_score_gemma":0.0062903254,"threshold_uncertainty_score":0.06712991},"labels":[],"label_agreement":null},{"id":"W2084040901","doi":"10.1109/mcs.2007.914689","title":"Functional Electrical Stimulation","year":2008,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":333,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Functional electrical stimulation; Spinal cord injury; Rehabilitation; Physical medicine and rehabilitation; Stimulation; Rehabilitation engineering; Computer science; Medicine; Control engineering; Spinal cord; Engineering; Neuroscience; Physical therapy; Psychology","score_opus":0.016867496906081976,"score_gpt":0.19656553512793828,"score_spread":0.17969803822185632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084040901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5425964,0.014747725,0.26701105,0.0037819317,0.0031262536,0.004154485,0.0043186406,0.002714981,0.15754849],"genre_scores_gemma":[0.9524318,0.0030222165,0.018425463,0.0020083191,0.00024018847,0.00199194,0.00087880663,0.0001260932,0.020875255],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960595,0.00008370406,0.000038330847,0.000048605794,0.00017472582,0.000048639973],"domain_scores_gemma":[0.9995384,0.00023054444,0.000026288391,0.000059457907,0.00010154442,0.000043712174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006151836,0.00048477744,0.00026216984,0.0002775098,0.00022913128,0.000361603,0.00034891,0.0007018985,0.013374646],"category_scores_gemma":[0.0016609582,0.000080476915,0.00020882236,0.00017300849,0.00048128233,0.0004274014,0.0003771977,0.0004610986,0.0017411336],"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":[0.0034104253,0.0014149401,0.0025880449,0.0019705563,0.0000869986,0.0008201132,0.00021185951,0.0031439592,0.53643143,0.0069379206,0.010911825,0.43207198],"study_design_scores_gemma":[0.0012636232,0.042272612,0.093506895,0.0013570774,0.00020504715,0.016198099,0.0008375799,0.01681061,0.5407426,0.021786604,0.2648157,0.00020365501],"about_ca_topic_score_codex":0.00047027826,"about_ca_topic_score_gemma":0.0005280899,"teacher_disagreement_score":0.013374646,"about_ca_system_score_codex":0.00016477043,"about_ca_system_score_gemma":0.00036262948,"threshold_uncertainty_score":0.044742703},"labels":[],"label_agreement":null},{"id":"W2088814069","doi":"10.1109/mcs.2002.1035214","title":"Process analysis and abnormal situation detection: from theory to practice","year":2002,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":194,"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":"Process (computing); Context (archaeology); Computer science; Fault detection and isolation; Data science; State (computer science); Risk analysis (engineering); Industrial engineering; Operations research; Engineering; Artificial intelligence","score_opus":0.00610057224300408,"score_gpt":0.21237353186957117,"score_spread":0.20627295962656708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088814069","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038621363,0.03730926,0.93233234,0.015093831,0.00033979086,0.00007943258,0.00008019825,0.0005286587,0.010374319],"genre_scores_gemma":[0.32625654,0.080749534,0.58460826,0.0031206976,0.0021440305,0.0003661234,0.0002490063,0.00023583627,0.0022698513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98642415,0.0065033957,0.000730921,0.001364286,0.0047516967,0.0002255631],"domain_scores_gemma":[0.95613366,0.03677974,0.0012851816,0.0028796683,0.0025492527,0.00037244748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0135657415,0.0016867298,0.0019690897,0.0052222013,0.00068484293,0.00958547,0.0028658898,0.0049816337,0.0019624953],"category_scores_gemma":[0.03867674,0.001074251,0.00093427557,0.0049584084,0.009643725,0.011000044,0.0029313136,0.0056588133,0.0010406733],"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":[0.00008649176,0.00015821274,0.005146262,0.0018616442,0.0001900714,0.00034241466,0.0009740676,0.057158932,0.0009787995,0.49535885,0.009004608,0.42873976],"study_design_scores_gemma":[0.000029118151,0.00011679217,0.0010855888,0.0013566748,0.000057767487,0.00046766308,0.000661398,0.23831348,0.0016255592,0.71799356,0.03819829,0.000094047275],"about_ca_topic_score_codex":0.0021702906,"about_ca_topic_score_gemma":0.0009802436,"teacher_disagreement_score":0.0135657415,"about_ca_system_score_codex":0.0034717675,"about_ca_system_score_gemma":0.0027524987,"threshold_uncertainty_score":0.07174331},"labels":[],"label_agreement":null},{"id":"W2092849848","doi":"10.1109/mcs.2013.2279477","title":"Magnetic Navigation Control of Microagents in the Vascular Network: Challenges and Strategies for Endovascular Magnetic Navigation Control of Microscale Drug Delivery Carriers","year":2013,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Vascular network; Drug delivery; Medicine; Systemic circulation; Biomedical engineering; Nanotechnology; Internal medicine; Materials science; Anatomy","score_opus":0.008139938458431403,"score_gpt":0.20290044775328722,"score_spread":0.19476050929485583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092849848","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09369609,0.07834834,0.8039851,0.004878941,0.0008684321,0.00013494874,0.000052782412,0.0005697968,0.017465489],"genre_scores_gemma":[0.89886075,0.019241357,0.073346846,0.0007237596,0.0005790339,0.00018802469,0.000048735274,0.00005229454,0.00695919],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982363,0.00003068414,0.000007640779,0.00003953909,0.00007066548,0.000027874832],"domain_scores_gemma":[0.9997414,0.00007315853,0.00006599598,0.000016724154,0.000067285444,0.000035335273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003816541,0.00026558634,0.0003924303,0.00027606235,0.0003052596,0.00072853937,0.00048212789,0.0005232231,0.0007453155],"category_scores_gemma":[0.00057731895,0.0001413999,0.00013004856,0.000176949,0.0006525596,0.0009129098,0.0003569184,0.00043535407,0.00026170132],"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":[0.00028390312,0.000112271024,0.0010817325,0.0008269273,0.000028188846,0.00041092536,0.00033529414,0.028222445,0.6814488,0.050887663,0.0052841064,0.23107767],"study_design_scores_gemma":[0.00011631218,0.0016997914,0.0030753894,0.00025476806,0.00008658,0.0013734476,0.00039284746,0.362496,0.43979216,0.030097546,0.16046739,0.00014779836],"about_ca_topic_score_codex":0.0006198449,"about_ca_topic_score_gemma":0.0008279951,"teacher_disagreement_score":0.0007453155,"about_ca_system_score_codex":0.00062881276,"about_ca_system_score_gemma":0.00030839097,"threshold_uncertainty_score":0.004562378},"labels":[],"label_agreement":null},{"id":"W2093706303","doi":"10.1109/mcs.2007.911269","title":"CSS Member activities - From senior to quarter","year":2008,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Medical Coding and Health Information","field":"Health Professions","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":"Quarter (Canadian coin); Computer science; Geography; Archaeology","score_opus":0.17475023406772217,"score_gpt":0.4065926999470367,"score_spread":0.2318424658793145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093706303","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009164042,0.001360061,0.0032206231,0.030146385,0.06065654,0.0004403377,0.0046234927,0.0018629974,0.8885255],"genre_scores_gemma":[0.0060336697,0.00039212892,0.00021184818,0.0010748765,0.0024011235,0.000058470097,0.00074116734,0.00020637256,0.9888804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983789,0.00011787561,0.000056856396,0.00017875506,0.00085288216,0.00041469824],"domain_scores_gemma":[0.9884891,0.0002746638,0.0002603666,0.00045868306,0.005631429,0.0048857047],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024783774,0.0013123982,0.00096155494,0.002982483,0.002957962,0.006487516,0.0008469243,0.0029214073,0.4838798],"category_scores_gemma":[0.0034265788,0.00041471244,0.0007032017,0.0017052614,0.00052130624,0.0018568937,0.0028176284,0.0020562178,0.45339465],"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":[0.000071161536,0.00010363721,0.0009773328,0.0000610178,0.00000447856,0.000034782384,0.000039753577,0.000063180865,0.00091019896,0.0008035607,0.9485677,0.04836316],"study_design_scores_gemma":[0.00001992361,0.00010450391,0.0061346623,0.000073664545,0.000009591505,0.000071120376,0.00031391456,0.0004025643,0.00071785966,0.00050387625,0.9916366,0.000011784011],"about_ca_topic_score_codex":0.004991677,"about_ca_topic_score_gemma":0.011193638,"teacher_disagreement_score":0.4838798,"about_ca_system_score_codex":0.0015411847,"about_ca_system_score_gemma":0.004963295,"threshold_uncertainty_score":0.7361828},"labels":[],"label_agreement":null},{"id":"W2106315192","doi":"10.1109/37.918266","title":"Designing robust force control of hydraulic actuators despite system and environmental uncertainties","year":2001,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":98,"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 Manitoba","funders":"","keywords":"Control theory (sociology); Actuator; Quantitative feedback theory; Robust control; Controller (irrigation); Transfer function; Hydraulic machinery; Nonlinear system; Hydraulic cylinder; Control engineering; Plant; Engineering; Stiffness; Robustness (evolution); Stability (learning theory); Control system; Computer science; Control (management); Mechanical engineering","score_opus":0.008907590798874371,"score_gpt":0.1755098819119952,"score_spread":0.16660229111312083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106315192","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01722241,0.00011435054,0.98087776,0.000059508213,0.00002380897,0.000029750458,0.000013855133,0.00037067052,0.0012879143],"genre_scores_gemma":[0.92560756,0.00013722984,0.0724489,0.000054484113,0.000038165363,0.00014187348,0.00003990437,0.000045319503,0.0014866674],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948764,0.00008458757,0.000025361876,0.00010321177,0.00024120485,0.00005798298],"domain_scores_gemma":[0.9995172,0.0001960198,0.00013441226,0.000040339717,0.00009658906,0.000015403175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007526564,0.0006768391,0.0004382741,0.00028820802,0.00026428245,0.0006249469,0.00068978174,0.00075069803,0.00070123625],"category_scores_gemma":[0.0014043207,0.00030730153,0.000350397,0.00015002626,0.0006708922,0.0006475936,0.0006603298,0.00042969972,0.00020170627],"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":[0.00012772919,0.000044702676,0.00029656693,0.0002625361,0.00006545631,0.00020705585,0.00018890352,0.7884449,0.13179563,0.014214606,0.0005896903,0.06376233],"study_design_scores_gemma":[0.000018926336,0.00011672488,0.00015872114,0.0000067082437,0.000008328235,0.00002728336,0.000010855179,0.98747534,0.009599386,0.0014712397,0.0010960562,0.0000103353],"about_ca_topic_score_codex":0.0014223645,"about_ca_topic_score_gemma":0.00079283933,"teacher_disagreement_score":0.0014223645,"about_ca_system_score_codex":0.00031890944,"about_ca_system_score_gemma":0.0005904433,"threshold_uncertainty_score":0.003980458},"labels":[],"label_agreement":null},{"id":"W2111223249","doi":"10.1109/mcs.2009.932394","title":"Controlled parking [Ask the Experts]","year":2009,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Control and Dynamics of Mobile Robots","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":"Queen's University","funders":"","keywords":"Ask price; Computer science; Aeronautics; Engineering; Business","score_opus":0.006186451150323547,"score_gpt":0.1941563971645043,"score_spread":0.18796994601418077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111223249","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031724856,0.045255464,0.043837976,0.27626544,0.21773414,0.00026066042,0.0015198659,0.0065189106,0.40543506],"genre_scores_gemma":[0.02918373,0.023825884,0.0074535864,0.06419129,0.041820765,0.00012475588,0.0012855903,0.0007523879,0.8313619],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999658,0.00005139574,0.000026484127,0.000056541514,0.000169601,0.0000380085],"domain_scores_gemma":[0.9993222,0.00012374957,0.000035670546,0.00007960181,0.00032651087,0.00011236579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005992993,0.00067322294,0.0004909203,0.0006438887,0.0012870578,0.0019859937,0.0008094037,0.0024878592,0.087766446],"category_scores_gemma":[0.002246993,0.00030384582,0.0003262012,0.00069289654,0.00049754535,0.0027412353,0.00090847665,0.0017595424,0.03137443],"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":[0.000020720592,0.0000088785455,0.00009739376,0.0000685203,0.0000033882939,0.00005051758,0.000030321462,0.000091789945,0.0002024119,0.0033837233,0.931233,0.06480943],"study_design_scores_gemma":[0.0000045614815,0.000016316859,0.00012095776,0.000024489063,0.0000024161725,0.000070269525,0.000046482226,0.00024606477,0.000111789464,0.0013549061,0.9979936,0.000008142476],"about_ca_topic_score_codex":0.0021786254,"about_ca_topic_score_gemma":0.0069403667,"teacher_disagreement_score":0.087766446,"about_ca_system_score_codex":0.00043570157,"about_ca_system_score_gemma":0.00066531193,"threshold_uncertainty_score":0.293608},"labels":[],"label_agreement":null},{"id":"W2132333999","doi":"10.1109/mcs.2011.942554","title":"CSS Quarter-Century Members [Member Activities]","year":2011,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); Management; Operations research; Engineering; Operations management; Aeronautics; Political science; Computer science; History; Economics; Archaeology","score_opus":0.047805259146502646,"score_gpt":0.19633108529990356,"score_spread":0.14852582615340093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132333999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003639809,0.0026500104,0.0017589531,0.028287249,0.06639476,0.0003412866,0.0052087414,0.0021838862,0.88953525],"genre_scores_gemma":[0.006142347,0.0011858266,0.00045942955,0.002929939,0.004380234,0.00012869148,0.0017337988,0.000405311,0.9826346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913675,0.00008569883,0.00003026123,0.00010758579,0.000442398,0.00019739012],"domain_scores_gemma":[0.99391466,0.0001405424,0.00013235325,0.00019993857,0.003394129,0.0022184316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014023695,0.0007504985,0.00049439067,0.000906983,0.0023055451,0.0052874675,0.00062944595,0.0013531187,0.38006085],"category_scores_gemma":[0.0034670164,0.00026034203,0.0004088491,0.0010681063,0.00034930967,0.0016206154,0.0022325984,0.0019525924,0.39161107],"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":[0.000010243992,0.000012272151,0.00012068468,0.000016470387,7.1285285e-7,0.000008708958,0.000014204171,0.000012508637,0.00012947588,0.0005066255,0.9875837,0.011584382],"study_design_scores_gemma":[0.000003403784,0.000008786335,0.0005904371,0.000026592445,0.0000010536942,0.000014705224,0.00007466291,0.000052514686,0.0000647133,0.000116378884,0.99904317,0.0000035516493],"about_ca_topic_score_codex":0.0061659436,"about_ca_topic_score_gemma":0.01151598,"teacher_disagreement_score":0.38006085,"about_ca_system_score_codex":0.0010835594,"about_ca_system_score_gemma":0.002945902,"threshold_uncertainty_score":0.8842679},"labels":[],"label_agreement":null},{"id":"W2142653499","doi":"10.1109/mcs.2006.252839","title":"DynaFlexPro for Maple","year":2006,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":3,"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":"Maple; Toolbox; Computer science; Symbolic computation; Graph; Programming language; Control engineering; Theoretical computer science; Software engineering; Engineering; Mathematics","score_opus":0.00494109369980262,"score_gpt":0.18185979765882906,"score_spread":0.17691870395902645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142653499","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017718284,0.00087361917,0.4481639,0.00092517445,0.00054554327,0.00024661486,0.02953596,0.4182551,0.09968232],"genre_scores_gemma":[0.057830498,0.0024739674,0.41581303,0.0020716873,0.000614295,0.0026928266,0.104386814,0.21159616,0.20252071],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990821,0.0001128101,0.00006955552,0.00020077806,0.00039274013,0.00014198422],"domain_scores_gemma":[0.99868506,0.0003615495,0.00011080081,0.0002674399,0.0004615589,0.00011348205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010043426,0.0020228946,0.001277596,0.0018164841,0.0007152154,0.0021574353,0.002780966,0.0011187514,0.3533847],"category_scores_gemma":[0.003849866,0.0010133311,0.0012541787,0.0013854945,0.0004978998,0.003471987,0.0025013254,0.002547258,0.22107768],"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":[0.0003138037,0.000090763024,0.00057182903,0.00082272844,0.000069465765,0.00015909578,0.00017020112,0.0045687854,0.004351026,0.04602299,0.7312711,0.21158822],"study_design_scores_gemma":[0.00015302734,0.000056476994,0.00047486043,0.00013474745,0.000028463408,0.00023358353,0.00003759303,0.022870557,0.010169176,0.039171387,0.9266005,0.00006958605],"about_ca_topic_score_codex":0.0014604528,"about_ca_topic_score_gemma":0.0016740583,"teacher_disagreement_score":0.3533847,"about_ca_system_score_codex":0.0008327291,"about_ca_system_score_gemma":0.0015247145,"threshold_uncertainty_score":0.9223182},"labels":[],"label_agreement":null},{"id":"W2168637331","doi":"10.1109/mcs.2007.284509","title":"Implementation of stabilizing control laws - How many controller blocks are neede for a universally good implementation?","year":2007,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Formal Methods in Verification","field":"Computer Science","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 Waterloo","funders":"","keywords":"Implementation; Conjecture; Controller (irrigation); Computer science; Block (permutation group theory); Control (management); Mathematics; Algorithm; Discrete mathematics; Programming language; Artificial intelligence; Combinatorics","score_opus":0.023658338608273478,"score_gpt":0.31929185154016704,"score_spread":0.29563351293189355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168637331","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09186911,0.0005101671,0.89900863,0.001101151,0.00008577925,0.00013466377,0.00006226168,0.0013471367,0.0058811004],"genre_scores_gemma":[0.7079326,0.0003610195,0.2874201,0.0004421001,0.000070269394,0.00028309724,0.00010689858,0.00029795518,0.003086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9912177,0.0024258466,0.000773697,0.0016316555,0.0027880946,0.0011629964],"domain_scores_gemma":[0.9831866,0.0063785287,0.0014358343,0.005961488,0.0025168024,0.0005207004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063656843,0.0011004673,0.0017257006,0.00063716754,0.0009659119,0.0025668202,0.0021189293,0.0022922766,0.00417255],"category_scores_gemma":[0.022534389,0.0012881726,0.0014582999,0.0004412971,0.003250881,0.0059465067,0.00277563,0.0030448313,0.0010476051],"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":[0.0004485883,0.00020005977,0.0072001573,0.0010229407,0.00042508732,0.00047412532,0.0010854203,0.10374686,0.046772093,0.65950584,0.0015152821,0.17760356],"study_design_scores_gemma":[0.00018608556,0.0009924833,0.003416945,0.0005627953,0.0005105462,0.00057695375,0.0009378613,0.38078287,0.07008275,0.52461934,0.017172199,0.00015922224],"about_ca_topic_score_codex":0.0011451315,"about_ca_topic_score_gemma":0.001342686,"teacher_disagreement_score":0.0063656843,"about_ca_system_score_codex":0.0010676719,"about_ca_system_score_gemma":0.002221434,"threshold_uncertainty_score":0.03366536},"labels":[],"label_agreement":null},{"id":"W2406643743","doi":"10.1109/mcs.2016.2536098","title":"Iron Ring [From the Editor]","year":2016,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Smart Grid Security and Resilience","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":"Ceremony; Autonomy; Obligation; Work (physics); Public relations; Engineering; Engineering ethics; Computer science; Political science; Law; History; Mechanical engineering","score_opus":0.005051011692126092,"score_gpt":0.17747794922160817,"score_spread":0.17242693752948207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406643743","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007091912,0.007251931,0.00028833345,0.056778636,0.92433304,0.0000268263,0.000117628595,0.00017503023,0.010957637],"genre_scores_gemma":[0.0014793193,0.014691873,0.00050869596,0.1569181,0.717385,0.00008517044,0.0002191167,0.00023652747,0.10847613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828076,0.00023983067,0.0002069541,0.00028243224,0.0008367744,0.00015338216],"domain_scores_gemma":[0.9922868,0.0016863025,0.00050455774,0.00028235093,0.0038738823,0.0013661415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001874006,0.001935297,0.0015751063,0.0022060154,0.002746102,0.0066929082,0.002841199,0.007976875,0.08467496],"category_scores_gemma":[0.016546596,0.0008268637,0.001185084,0.0013600232,0.0014429105,0.004859225,0.0019567627,0.008425565,0.06550975],"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":[0.000007539091,0.000004092937,0.00001656996,0.00007606215,0.0000020710052,0.000092732815,0.000009215952,0.000010256136,0.000028432569,0.00018660097,0.9918134,0.0077529945],"study_design_scores_gemma":[0.000006746487,0.0000086854925,0.00011129417,0.0001780524,0.000003542771,0.0002628469,0.000036819903,0.000022584769,0.00003433564,0.00023080443,0.9990952,0.000009110707],"about_ca_topic_score_codex":0.0026643178,"about_ca_topic_score_gemma":0.007129818,"teacher_disagreement_score":0.08467496,"about_ca_system_score_codex":0.0015599323,"about_ca_system_score_gemma":0.0029508686,"threshold_uncertainty_score":0.28326595},"labels":[],"label_agreement":null},{"id":"W2493113430","doi":"10.1109/mcs.2016.2558296","title":"IEEE Control Systems Society Enrollment [From the Editor]","year":2016,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Industrial Automation and Control Systems","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":"Montreal Heart Institute","funders":"","keywords":"Control (management); Computer science; Engineering management; Engineering; Artificial intelligence","score_opus":0.010155665684232061,"score_gpt":0.19177327752466158,"score_spread":0.18161761184042952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493113430","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000810989,0.0022341968,0.0005059986,0.030342806,0.9592658,0.000016261569,0.000050578004,0.00009263005,0.0074106865],"genre_scores_gemma":[0.0019435015,0.005223424,0.0003643346,0.015609537,0.91167325,0.00002262246,0.00010595277,0.0001508103,0.06490664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829894,0.00015358844,0.0002069407,0.0002364392,0.00097166456,0.00013244999],"domain_scores_gemma":[0.9826591,0.0020515665,0.00051605323,0.00038302274,0.012739846,0.0016504929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002820347,0.0014703248,0.0014173007,0.0018843514,0.0016543808,0.0054300204,0.0014609569,0.0052388636,0.03959855],"category_scores_gemma":[0.010712646,0.0004661368,0.0009015597,0.0011691087,0.0008042805,0.0021788804,0.0007660559,0.008163971,0.031827655],"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":[0.0000137773695,0.000008185373,0.000034211826,0.000058995873,0.0000046754412,0.000044175755,0.000003850321,0.0000311578,0.00008164834,0.0002648688,0.988538,0.010916456],"study_design_scores_gemma":[0.00001724465,0.00003842985,0.00035236217,0.000129035,0.000014621352,0.00009813312,0.000021314294,0.0002700091,0.00019674927,0.0006841371,0.99816257,0.000015508194],"about_ca_topic_score_codex":0.001400237,"about_ca_topic_score_gemma":0.0038793655,"teacher_disagreement_score":0.03959855,"about_ca_system_score_codex":0.0011190515,"about_ca_system_score_gemma":0.002171248,"threshold_uncertainty_score":0.13247037},"labels":[],"label_agreement":null},{"id":"W2520349907","doi":"10.1109/mcs.2016.2584318","title":"The Artificial Pancreas: How Closed-Loop Control Is Revolutionizing Diabetes","year":2016,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Diabetes Management and Research","field":"Medicine","cited_by":143,"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":"Institut de Recherche Clinique De Montréal; University of Cambridge; National Institutes of Health; Canadian Diabetes Association; Eli Lilly and Company","keywords":"Artificial pancreas; Controller (irrigation); Computer science; Control engineering; Type 1 diabetes; Control system; Diabetes mellitus; Artificial intelligence; Simulation; Medicine; Engineering","score_opus":0.021032169184937496,"score_gpt":0.2508629522966312,"score_spread":0.2298307831116937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520349907","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015979348,0.2839553,0.4963032,0.11188642,0.012781096,0.00007972397,0.00020963812,0.0017905206,0.077014744],"genre_scores_gemma":[0.47001755,0.2878136,0.17733599,0.019746248,0.011277238,0.0001951332,0.00033061314,0.0005379488,0.032745738],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988084,0.0004530211,0.0000567447,0.00015398588,0.00043503378,0.00009277264],"domain_scores_gemma":[0.99795306,0.0011661684,0.00009903964,0.00020439632,0.00039048187,0.0001867525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025858362,0.00059213035,0.0006397174,0.0006436629,0.00035697114,0.0038490705,0.00093771657,0.0023654094,0.0043927412],"category_scores_gemma":[0.005915795,0.00025926798,0.0006396707,0.0004938386,0.0026426003,0.004304733,0.0016078546,0.0031698397,0.0016210976],"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":[0.00045861784,0.00015967,0.00091816124,0.00086037815,0.00011706565,0.00022121862,0.00031572056,0.020973245,0.0053966157,0.37091932,0.030023962,0.56963605],"study_design_scores_gemma":[0.00014901308,0.000532492,0.0006748968,0.0010402086,0.00009122923,0.00046191693,0.00023483775,0.04710576,0.004766957,0.4665135,0.47831467,0.00011462249],"about_ca_topic_score_codex":0.0011021737,"about_ca_topic_score_gemma":0.0005173888,"teacher_disagreement_score":0.0043927412,"about_ca_system_score_codex":0.0008148044,"about_ca_system_score_gemma":0.0011211786,"threshold_uncertainty_score":0.014695168},"labels":[],"label_agreement":null},{"id":"W2755153992","doi":"10.1109/mcs.2017.2718830","title":"Unbiased Finite Impluse Response Filtering: An Iterative Alternative to Kalman Filtering Ignoring Noise and Initial Conditions","year":2017,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Target Tracking and Data Fusion in Sensor Networks","field":"Computer Science","cited_by":201,"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":"Infinite impulse response; Kalman filter; Control theory (sociology); Estimator; Robustness (evolution); Computer science; Gaussian noise; White noise; Noise (video); Finite impulse response; Impulse noise; Noise measurement; Algorithm; Linear filter; Mathematics; Statistics; Filter (signal processing); Digital filter; Artificial intelligence; Noise reduction","score_opus":0.042280071360659276,"score_gpt":0.3170828686242744,"score_spread":0.2748027972636152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755153992","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006645165,0.0001716755,0.9975001,0.00003421925,0.000027622753,0.000010969366,0.00001606532,0.00027022982,0.0013045819],"genre_scores_gemma":[0.13738817,0.0011157066,0.8543834,0.00022274756,0.00027326655,0.00014553854,0.0002566338,0.00028443369,0.0059300414],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985385,0.00031793703,0.00006437856,0.00032872526,0.0006559409,0.00009454457],"domain_scores_gemma":[0.99875104,0.00053366343,0.00014126561,0.00025693094,0.00028069195,0.000036271016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011415434,0.0007143499,0.0012726265,0.00090681453,0.00051449053,0.0015616586,0.0018756668,0.0016853254,0.0027077212],"category_scores_gemma":[0.0045207646,0.0004012266,0.0008896285,0.0015238246,0.0007412798,0.002025288,0.0012539105,0.0014168465,0.0017799252],"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":[0.00018460807,0.0001328673,0.0012349562,0.00031038295,0.00014538778,0.00023347678,0.0003863631,0.25288162,0.014647108,0.1596666,0.0041420404,0.5660346],"study_design_scores_gemma":[0.000012323793,0.00005325024,0.00025565186,0.00004112231,0.000026560489,0.0001365582,0.000017858623,0.9618184,0.0033995805,0.025993202,0.008208834,0.00003660062],"about_ca_topic_score_codex":0.0046176547,"about_ca_topic_score_gemma":0.0040161884,"teacher_disagreement_score":0.0046176547,"about_ca_system_score_codex":0.0007000613,"about_ca_system_score_gemma":0.00150715,"threshold_uncertainty_score":0.009181559},"labels":[],"label_agreement":null},{"id":"W2783552681","doi":"10.1109/mcs.2017.2766323","title":"The Artificial Pancreas and Meal Control: An Overview of Postprandial Glucose Regulation in Type 1 Diabetes","year":2018,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":84,"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; Montreal Clinical Research Institute; McGill University","funders":"","keywords":"Glucagon; Endocrinology; Postprandial; Internal medicine; Pancreas; Insulin; Type 1 diabetes; Hormone; Diabetes mellitus; Secretion; Enteroendocrine cell; Alpha cell; Endocrine system; Insulin oscillation; Medicine; Biology; Beta cell; Islet","score_opus":0.03582612535966998,"score_gpt":0.286301041203581,"score_spread":0.250474915843911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783552681","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058163883,0.99199885,0.0027498263,0.0008386749,0.00075015257,0.000013104445,0.000016234477,0.000031022435,0.0030205904],"genre_scores_gemma":[0.0047736396,0.9871367,0.0036659297,0.0008147419,0.0017984054,0.000031379735,0.00004962886,0.00001183302,0.001717737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964046,0.000106185595,0.000045227025,0.00005392922,0.00011757138,0.000036466332],"domain_scores_gemma":[0.99958104,0.0002135616,0.000049456135,0.0000150388,0.00009275538,0.000048244096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085491483,0.00092709874,0.0010155172,0.0012656196,0.00026129317,0.0017153487,0.00096452644,0.0017498268,0.0030352352],"category_scores_gemma":[0.0008137177,0.00028133154,0.0006331411,0.0016508744,0.0006270171,0.001921805,0.0009408896,0.0016235759,0.0013234321],"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":[0.00035147046,0.00021828063,0.0009150795,0.0073929355,0.000121313285,0.00046101573,0.00012315638,0.0016310785,0.0018483943,0.00878661,0.023046723,0.95510393],"study_design_scores_gemma":[0.000060361708,0.001117957,0.0033523666,0.0064713503,0.00024247808,0.0037976694,0.00028675172,0.0032384256,0.0013932586,0.012945119,0.9669962,0.00009797243],"about_ca_topic_score_codex":0.0011396252,"about_ca_topic_score_gemma":0.0011843358,"teacher_disagreement_score":0.0030352352,"about_ca_system_score_codex":0.0005160821,"about_ca_system_score_gemma":0.0008747281,"threshold_uncertainty_score":0.01015389},"labels":[],"label_agreement":null},{"id":"W2890524366","doi":"10.1109/mcs.2018.2851085","title":"A Tribute to Bruce Francis [Historical Perspectives]","year":2018,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Tribute; Event (particle physics); Art history; History; Art","score_opus":0.06360825990124547,"score_gpt":0.23280247698954973,"score_spread":0.16919421708830426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890524366","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042080318,0.15080768,0.00069082994,0.70177704,0.050165646,0.00001805996,0.00009963213,0.0000328379,0.09598744],"genre_scores_gemma":[0.03553313,0.14193606,0.0011336436,0.4311985,0.05299798,0.00017511533,0.00013860653,0.0002973536,0.33658955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659014,0.0015975226,0.0001353728,0.00047670433,0.0008108902,0.00038936036],"domain_scores_gemma":[0.99507684,0.0025526087,0.00033300914,0.00016574058,0.0012787392,0.0005931629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00378961,0.0010851295,0.00082402775,0.0020754416,0.015663516,0.010833053,0.0021117167,0.008053885,0.022539888],"category_scores_gemma":[0.013330052,0.00056421175,0.0003768171,0.0034456307,0.011798556,0.011671209,0.0033489242,0.018908791,0.008284845],"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":[0.0000075480557,0.0000055905584,0.000042614058,0.000078037054,0.0000017488164,0.00009567967,0.003288804,0.000021479129,0.00002196372,0.06978455,0.9180486,0.008603393],"study_design_scores_gemma":[8.864629e-7,0.0000021527997,0.000054979042,0.00036687616,7.0078323e-7,0.00006112614,0.001981958,0.000007889341,0.000011899196,0.0035785479,0.9939275,0.000005555446],"about_ca_topic_score_codex":0.047014106,"about_ca_topic_score_gemma":0.056236397,"teacher_disagreement_score":0.047014106,"about_ca_system_score_codex":0.008330301,"about_ca_system_score_gemma":0.006906896,"threshold_uncertainty_score":0.093480945},"labels":[],"label_agreement":null},{"id":"W2891126605","doi":"10.1109/mcs.2018.2851062","title":"Remembering My Colleague and Friend Bruce Francis [Historical Perspectives]","year":2018,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Canadian Identity and History","field":"Social Sciences","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":"Sociology; Media studies; Management; Art history; History","score_opus":0.011071693653416611,"score_gpt":0.22788833603010905,"score_spread":0.21681664237669243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891126605","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018656614,0.22876936,0.0005595063,0.65424746,0.032946013,0.00001320164,0.00020142725,0.000040394287,0.081357],"genre_scores_gemma":[0.11095344,0.25796264,0.0009754291,0.26150852,0.036441747,0.0000690137,0.00021886706,0.00025513978,0.33161524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985561,0.000470679,0.00003834774,0.00022169232,0.00035822327,0.00035509508],"domain_scores_gemma":[0.99721575,0.0007579936,0.00022722759,0.00006621193,0.00096743775,0.0007654515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015724959,0.00087677245,0.0006442619,0.001956883,0.021356754,0.007567401,0.0015204817,0.0048656943,0.015537797],"category_scores_gemma":[0.0062210537,0.00037128472,0.000284272,0.0034523765,0.009683153,0.0067797424,0.002116222,0.010165512,0.0040803463],"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":[0.000009091012,0.0000041433723,0.00017520066,0.00010460732,0.000003346228,0.00021887473,0.012175687,0.000024504943,0.0000431439,0.032783546,0.9454967,0.008961224],"study_design_scores_gemma":[8.1554407e-7,0.000002439006,0.00030335665,0.00026830274,0.0000022060342,0.00015869888,0.007126778,0.000007325428,0.000031732023,0.0012642421,0.99082303,0.000011201628],"about_ca_topic_score_codex":0.39275593,"about_ca_topic_score_gemma":0.5051872,"teacher_disagreement_score":0.39275593,"about_ca_system_score_codex":0.015752982,"about_ca_system_score_gemma":0.009392647,"threshold_uncertainty_score":0.7809397},"labels":[],"label_agreement":null},{"id":"W2984952742","doi":"10.1109/mcs.2019.2937257","title":"Three-Quarter-Time Spray [President's Message]","year":2019,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Electrohydrodynamics and Fluid Dynamics","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":"Quarter (Canadian coin); Computer science; Aeronautics; Engineering; History","score_opus":0.0024941471248708827,"score_gpt":0.16705872108627737,"score_spread":0.16456457396140647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984952742","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026908698,0.0038335803,0.0013336894,0.4748966,0.4617306,0.00022773023,0.00077508617,0.0010157746,0.053496096],"genre_scores_gemma":[0.02179954,0.00233229,0.0017225755,0.5022147,0.074705556,0.00034151928,0.0008092879,0.00031823112,0.3957563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849904,0.000092474635,0.000055167435,0.00012319189,0.0008891464,0.00034109064],"domain_scores_gemma":[0.9974934,0.00018429443,0.00009283801,0.00013299167,0.0012723533,0.0008241131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071632,0.0011251781,0.00092043815,0.0005684599,0.004080366,0.0034800775,0.0011513869,0.01988072,0.036649402],"category_scores_gemma":[0.0044696652,0.00043333645,0.001492595,0.00033975157,0.0009777988,0.0015909532,0.0017995404,0.01474979,0.019207705],"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":[0.00009077407,0.0000780169,0.00023840702,0.000034347428,0.000010208421,0.000115723196,0.000019688548,0.00003823315,0.0005691442,0.0010037809,0.98802805,0.009773648],"study_design_scores_gemma":[0.0000836051,0.00011749833,0.002035541,0.000041590465,0.000016014334,0.00006830518,0.00008311879,0.00019646721,0.00034294405,0.0007995561,0.9961966,0.000018646533],"about_ca_topic_score_codex":0.008504694,"about_ca_topic_score_gemma":0.024406614,"teacher_disagreement_score":0.036649402,"about_ca_system_score_codex":0.0015536235,"about_ca_system_score_gemma":0.0071124625,"threshold_uncertainty_score":0.12260449},"labels":[],"label_agreement":null},{"id":"W3201511951","doi":"10.1109/mcs.2021.3092805","title":"Guy A. Dumont [People in Control]","year":2021,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Occupational Health and Safety Research","field":"Health Professions","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; BC Children's Hospital","keywords":"Control (management); Control engineering; Computer science; Engineering; Artificial intelligence","score_opus":0.0533912810040442,"score_gpt":0.42579372103405144,"score_spread":0.3724024400300072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201511951","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012563686,0.056442283,0.006332308,0.21102904,0.08885026,0.00011198275,0.0011789195,0.0032427523,0.6315561],"genre_scores_gemma":[0.0071390076,0.013488,0.001234688,0.025978278,0.0043931487,0.00007253125,0.00027996147,0.00037948822,0.9470349],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988298,0.00011993559,0.000054832642,0.00028717544,0.0005541341,0.00015402016],"domain_scores_gemma":[0.99742115,0.00036897417,0.00011463703,0.00011298725,0.0009936888,0.000988651],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011809764,0.00096289074,0.000650939,0.0009417919,0.002106598,0.0037107717,0.00065307727,0.0021961285,0.32689458],"category_scores_gemma":[0.0047590085,0.00033283487,0.00031362573,0.0008357645,0.00089204125,0.0024551912,0.0015958757,0.0034855087,0.18413854],"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":[0.000027807328,0.000010488569,0.00018468457,0.00007261185,0.0000027346275,0.000056153393,0.00013059765,0.000036489426,0.00010032397,0.003136018,0.91058743,0.0856547],"study_design_scores_gemma":[0.0000032458354,0.000008966586,0.00013603564,0.00006725338,0.0000019102329,0.00010260433,0.000074044925,0.000030056439,0.000045841043,0.0003075077,0.99921644,0.0000060905277],"about_ca_topic_score_codex":0.00666339,"about_ca_topic_score_gemma":0.008219262,"teacher_disagreement_score":0.32689458,"about_ca_system_score_codex":0.00087681046,"about_ca_system_score_gemma":0.0018824922,"threshold_uncertainty_score":0.9601032},"labels":[],"label_agreement":null},{"id":"W4211187840","doi":"10.1109/mcs.2013.2295732","title":"IEEE Control Systems Society","year":2014,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Educational Robotics and Engineering","field":"Computer Science","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":"Control (management); Computer science; Control system; Control engineering; Engineering; Electrical engineering; Artificial intelligence","score_opus":0.010567752708546428,"score_gpt":0.21085342106358926,"score_spread":0.20028566835504283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211187840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039048544,0.012155172,0.2516732,0.0059102396,0.016936604,0.0003355283,0.0011699881,0.006225347,0.7016891],"genre_scores_gemma":[0.02812772,0.006437732,0.018299902,0.0008470131,0.0012988561,0.00017002372,0.0020770216,0.00048490593,0.9422569],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992625,0.000073646,0.000045942375,0.00015236365,0.0004108839,0.00005462748],"domain_scores_gemma":[0.9978421,0.00012613097,0.000049391478,0.0004492094,0.0014462814,0.00008691885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009453866,0.0017423292,0.0010396012,0.0016095527,0.0011253662,0.002985607,0.0009140727,0.0017778592,0.11289942],"category_scores_gemma":[0.0018108918,0.0006270966,0.00056190084,0.001311069,0.0008904553,0.0017613231,0.0015845154,0.0024677094,0.08289762],"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":[0.00007403049,0.00010658631,0.00042234818,0.00018041252,0.000033969056,0.00011479655,0.000082932675,0.0035836827,0.0040904814,0.023994219,0.3510183,0.61629814],"study_design_scores_gemma":[0.000017587412,0.000075353186,0.00080067036,0.00011114304,0.000031750405,0.00015607395,0.000058205555,0.011167557,0.0028799023,0.007492615,0.9771845,0.000024659019],"about_ca_topic_score_codex":0.006012093,"about_ca_topic_score_gemma":0.006532311,"teacher_disagreement_score":0.11289942,"about_ca_system_score_codex":0.0008000688,"about_ca_system_score_gemma":0.001921719,"threshold_uncertainty_score":0.3776862},"labels":[],"label_agreement":null},{"id":"W4243350425","doi":"10.1109/mcs.2010.939265","title":"CSS Quarter Century Members [Member Activities]","year":2011,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"","keywords":"Quarter (Canadian coin); Computer science; Management; Engineering; Operations research; History; Economics; Archaeology","score_opus":0.04619366099255043,"score_gpt":0.19389592660105157,"score_spread":0.14770226560850114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243350425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023533043,0.0022828637,0.0012565219,0.02215347,0.0550029,0.0003602149,0.0054392796,0.0017886527,0.9093627],"genre_scores_gemma":[0.0038527122,0.0011462319,0.00036619444,0.0027408565,0.0036626675,0.00013348009,0.001760885,0.0003528662,0.98598415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917287,0.00008045463,0.00003130987,0.00010095054,0.0004212248,0.00019317243],"domain_scores_gemma":[0.99481755,0.0001195971,0.00013152658,0.00021058235,0.0029012996,0.001819428],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013043209,0.000782382,0.0005127046,0.0009915809,0.002425092,0.005624907,0.0006675772,0.0015213338,0.44010708],"category_scores_gemma":[0.0035135127,0.00029377587,0.00043513213,0.0012841803,0.00033255987,0.0018251608,0.0021536355,0.0020163006,0.4670534],"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":[0.000008090278,0.000010961252,0.00009182208,0.000016699047,5.7980145e-7,0.000007493953,0.000010765708,0.000009461236,0.0000915498,0.00043969371,0.98787516,0.011437758],"study_design_scores_gemma":[0.0000027654662,0.000006882244,0.00045291038,0.000023254062,7.5388726e-7,0.000010951336,0.00005705758,0.000030693373,0.000040580064,0.000089804504,0.9992817,0.0000026710961],"about_ca_topic_score_codex":0.006579485,"about_ca_topic_score_gemma":0.0115353735,"teacher_disagreement_score":0.44010708,"about_ca_system_score_codex":0.00093593536,"about_ca_system_score_gemma":0.0028345922,"threshold_uncertainty_score":0.7986193},"labels":[],"label_agreement":null},{"id":"W4246277693","doi":"10.1109/mcs.2020.3033142","title":"James Richard Forbes [People in Control]","year":2021,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","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":"Mountain Equipment Co-op (Canada)","funders":"","keywords":"Control (management); History; Aeronautics; Operations research; Computer science; Engineering; Artificial intelligence","score_opus":0.016358720726558574,"score_gpt":0.20621208802315225,"score_spread":0.18985336729659366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246277693","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064589357,0.21926236,0.02484737,0.18258238,0.114539586,0.00006804395,0.0004968843,0.00085875404,0.45669875],"genre_scores_gemma":[0.008402019,0.066396125,0.0039871046,0.03023814,0.014280216,0.00007923711,0.00011840651,0.00052214164,0.87597656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879456,0.00023273347,0.00005746593,0.00022707309,0.0005972631,0.00009084599],"domain_scores_gemma":[0.9987643,0.00034615304,0.000069980175,0.00009399447,0.00056116196,0.00016442544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014472544,0.0010590607,0.00068451767,0.0015443345,0.0022056187,0.0031905428,0.0009483755,0.003047115,0.04068839],"category_scores_gemma":[0.0046588057,0.00046238556,0.00034842067,0.0014489616,0.0019737526,0.0035003135,0.0012697642,0.003692281,0.01884721],"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":[0.000011885336,0.000011087377,0.00005320789,0.0000805283,0.0000037862094,0.000019837618,0.00013791615,0.000188497,0.000086646905,0.03648515,0.9143888,0.04853273],"study_design_scores_gemma":[0.000001516213,0.0000039351958,0.000039741644,0.000051091756,0.0000014512717,0.000015820275,0.000024628047,0.000046439432,0.00004003085,0.003046521,0.99672395,0.000005010845],"about_ca_topic_score_codex":0.03401396,"about_ca_topic_score_gemma":0.04261792,"teacher_disagreement_score":0.04068839,"about_ca_system_score_codex":0.0022677018,"about_ca_system_score_gemma":0.0021716044,"threshold_uncertainty_score":0.13611627},"labels":[],"label_agreement":null},{"id":"W4249802683","doi":"10.1109/mcs.2010.937110","title":"Feedback","year":2010,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Stability and Control of Uncertain Systems","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":"Computer science; Engineering","score_opus":0.006107659963275536,"score_gpt":0.18817049985065168,"score_spread":0.18206283988737615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249802683","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008452075,0.0059394087,0.49049717,0.0034729214,0.0073294053,0.00040708607,0.0022016952,0.01062511,0.4710752],"genre_scores_gemma":[0.50698113,0.0034019817,0.03227278,0.002781879,0.0013483429,0.0004148375,0.0028140724,0.00063409173,0.4493509],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933296,0.000036909398,0.000022495313,0.00015730754,0.0003817533,0.00006851311],"domain_scores_gemma":[0.9994259,0.00004926038,0.000026755291,0.00008903635,0.00037770052,0.000031372656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030484772,0.00092269306,0.000702791,0.0006208133,0.00089092506,0.0019737976,0.0010294341,0.001102053,0.06567087],"category_scores_gemma":[0.0014135399,0.0002980812,0.00041783665,0.0003798152,0.00040193327,0.0011592077,0.0011159887,0.0011496323,0.02923475],"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":[0.0005507247,0.00015952982,0.00076999184,0.00063485967,0.00006489954,0.0003268052,0.00022366471,0.027904019,0.050002106,0.06256284,0.2615554,0.5952452],"study_design_scores_gemma":[0.00015998312,0.0005145563,0.0016685001,0.0002889605,0.00006955539,0.0006412294,0.00019108105,0.18584168,0.032114804,0.041446216,0.7369334,0.00013003708],"about_ca_topic_score_codex":0.0035271386,"about_ca_topic_score_gemma":0.0036645702,"teacher_disagreement_score":0.06567087,"about_ca_system_score_codex":0.00066759466,"about_ca_system_score_gemma":0.0008196583,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4252851249","doi":"10.1109/mcs.2014.2364700","title":"[25 Years Ago]","year":2015,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Stability and Control of Uncertain Systems","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 Waterloo","funders":"","keywords":"Computer science","score_opus":0.01997845506699738,"score_gpt":0.20989974292035007,"score_spread":0.1899212878533527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252851249","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036607408,0.06647309,0.005698162,0.24666382,0.25790977,0.00013974257,0.005564054,0.0010306624,0.41285995],"genre_scores_gemma":[0.0179415,0.019954523,0.0020916339,0.09944257,0.027546804,0.00010124725,0.002550513,0.00048633356,0.82988477],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986349,0.00021765642,0.000088073575,0.0003118774,0.00047801164,0.000269472],"domain_scores_gemma":[0.99797314,0.00024298513,0.00012761298,0.00018334974,0.00085058244,0.000622249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017406845,0.00091766706,0.00055941864,0.0015441403,0.0021428538,0.004531029,0.0010099886,0.003456868,0.0989102],"category_scores_gemma":[0.0073784785,0.00024998764,0.0005461523,0.0013491542,0.0013385912,0.003052565,0.0030993314,0.0049548643,0.080069125],"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":[0.000049065402,0.000018227236,0.00034691047,0.000089484405,0.000008331137,0.00014507378,0.0001495632,0.000036828278,0.0001303132,0.016813887,0.93150204,0.050710358],"study_design_scores_gemma":[0.000002265206,0.000005393722,0.00015046087,0.000043328142,0.0000012461728,0.00007404633,0.000036840283,0.000008840259,0.000046353365,0.0009056782,0.9987219,0.0000036013637],"about_ca_topic_score_codex":0.0063509466,"about_ca_topic_score_gemma":0.014641005,"teacher_disagreement_score":0.0989102,"about_ca_system_score_codex":0.002667434,"about_ca_system_score_gemma":0.0022826577,"threshold_uncertainty_score":0.33088756},"labels":[],"label_agreement":null},{"id":"W4281393507","doi":"10.1109/mcs.2022.3157165","title":"Colin N. Jones [People in Control]","year":2022,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Control (management); Computer science; Control theory (sociology); Artificial intelligence","score_opus":0.009198892130150654,"score_gpt":0.20342330775818862,"score_spread":0.19422441562803797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281393507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043607265,0.112879045,0.00917356,0.19663465,0.041240454,0.000085668384,0.0010316422,0.00165333,0.6368655],"genre_scores_gemma":[0.005572558,0.046094384,0.002763982,0.032188978,0.0042510442,0.0001148399,0.0005077781,0.00073386414,0.90777266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917233,0.00012620291,0.000053753654,0.00018230503,0.00038712192,0.000078369696],"domain_scores_gemma":[0.997832,0.0005420874,0.00006626574,0.00014122232,0.0009954808,0.00042290383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013020594,0.0009763542,0.0006452663,0.0014148813,0.0022524055,0.0038564168,0.0011282052,0.0028163267,0.13943738],"category_scores_gemma":[0.0048968056,0.00041964688,0.0002907881,0.0017423608,0.0011357177,0.0051093693,0.0015508307,0.0038080579,0.076521344],"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":[0.0000060378106,0.000005435058,0.000049042104,0.000042051357,0.0000012088203,0.000015674665,0.00009461312,0.000034327175,0.000024633853,0.00877,0.9560579,0.03489904],"study_design_scores_gemma":[0.0000016900448,0.0000019438532,0.000074861084,0.00007884339,0.000001068913,0.000023888575,0.00006597716,0.000028007738,0.000020097386,0.0017133683,0.9979867,0.000003509346],"about_ca_topic_score_codex":0.027238466,"about_ca_topic_score_gemma":0.036531754,"teacher_disagreement_score":0.13943738,"about_ca_system_score_codex":0.002032295,"about_ca_system_score_gemma":0.0029897431,"threshold_uncertainty_score":0.46646452},"labels":[],"label_agreement":null},{"id":"W4292923327","doi":"10.1109/mcs.2015.2427050","title":"IEEE Control Systems Society","year":2015,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Educational Robotics and Engineering","field":"Computer Science","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":"Control (management); Control system; Computer science; Control engineering; Engineering; Electrical engineering; Artificial intelligence","score_opus":0.026001877440170445,"score_gpt":0.2346607953458896,"score_spread":0.20865891790571917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292923327","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038303155,0.0117482785,0.2569084,0.005634389,0.016282737,0.00033823325,0.0011786893,0.006287344,0.6977916],"genre_scores_gemma":[0.029124225,0.006396613,0.018963367,0.0008420037,0.0012690157,0.00017472371,0.0021584276,0.00048586002,0.94058573],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992778,0.00007035638,0.000045462548,0.00014923025,0.00040411772,0.000053036925],"domain_scores_gemma":[0.9979012,0.000121129866,0.00004795046,0.0004438896,0.001401579,0.00008420015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009305559,0.0017183765,0.0010411746,0.001586243,0.0011034859,0.0029425258,0.00090552337,0.0017443425,0.11186799],"category_scores_gemma":[0.0017886756,0.00061574555,0.0005536537,0.0012810895,0.00087392586,0.0017334456,0.0015772074,0.0024312343,0.08217117],"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":[0.00007301984,0.000105368796,0.00041575998,0.00018187684,0.000033507906,0.00011440151,0.00008284891,0.0036843535,0.0041107577,0.024159549,0.34960648,0.617432],"study_design_scores_gemma":[0.000017523813,0.0000754336,0.00079809234,0.00011181978,0.00003148366,0.00015725924,0.00005780408,0.011742128,0.0029595026,0.007577132,0.976447,0.000024800745],"about_ca_topic_score_codex":0.0058884774,"about_ca_topic_score_gemma":0.006404003,"teacher_disagreement_score":0.11186799,"about_ca_system_score_codex":0.000784056,"about_ca_system_score_gemma":0.0018866156,"threshold_uncertainty_score":0.37423575},"labels":[],"label_agreement":null},{"id":"W4300516593","doi":"10.1109/mcs.2013.2287391","title":"IEEE Control Systems Society","year":2014,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Educational Robotics and Engineering","field":"Computer Science","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":"Computer science; Control (management); Control system; Control engineering; Engineering; Electrical engineering; Artificial intelligence","score_opus":0.010567752708546428,"score_gpt":0.21085342106358926,"score_spread":0.20028566835504283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300516593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039048544,0.012155172,0.2516732,0.0059102396,0.016936604,0.0003355283,0.0011699881,0.006225347,0.7016891],"genre_scores_gemma":[0.02812772,0.006437732,0.018299902,0.0008470131,0.0012988561,0.00017002372,0.0020770216,0.00048490593,0.9422569],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992625,0.000073646,0.000045942375,0.00015236365,0.0004108839,0.00005462748],"domain_scores_gemma":[0.9978421,0.00012613097,0.000049391478,0.0004492094,0.0014462814,0.00008691885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009453866,0.0017423292,0.0010396012,0.0016095527,0.0011253662,0.002985607,0.0009140727,0.0017778592,0.11289942],"category_scores_gemma":[0.0018108918,0.0006270966,0.00056190084,0.001311069,0.0008904553,0.0017613231,0.0015845154,0.0024677094,0.08289762],"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":[0.00007403049,0.00010658631,0.00042234818,0.00018041252,0.000033969056,0.00011479655,0.000082932675,0.0035836827,0.0040904814,0.023994219,0.3510183,0.61629814],"study_design_scores_gemma":[0.000017587412,0.000075353186,0.00080067036,0.00011114304,0.000031750405,0.00015607395,0.000058205555,0.011167557,0.0028799023,0.007492615,0.9771845,0.000024659019],"about_ca_topic_score_codex":0.006012093,"about_ca_topic_score_gemma":0.006532311,"teacher_disagreement_score":0.8871006,"about_ca_system_score_codex":0.0008000688,"about_ca_system_score_gemma":0.001921719,"threshold_uncertainty_score":0.3776862},"labels":[],"label_agreement":null},{"id":"W4301035839","doi":"10.1109/mcs.2013.2283831","title":"IEEE Control Systems Society","year":2013,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Educational Robotics and Engineering","field":"Computer Science","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":"Control (management); Computer science; Control system; Control engineering; Engineering; Electrical engineering; Artificial intelligence","score_opus":0.011263224154920438,"score_gpt":0.20758735746783738,"score_spread":0.19632413331291695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301035839","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038350748,0.012142213,0.26561645,0.0055242456,0.016111504,0.0003345265,0.0011639124,0.0065268925,0.6887452],"genre_scores_gemma":[0.029227886,0.0066447286,0.019443829,0.0008359627,0.0012863582,0.0001747032,0.002169431,0.0005038445,0.9397132],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992867,0.00007008018,0.000044121145,0.0001477092,0.00039866348,0.000052789732],"domain_scores_gemma":[0.99794537,0.00012021077,0.000046208126,0.0004319434,0.0013731788,0.00008316971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009089087,0.0017428261,0.0010672107,0.0015758616,0.0011203121,0.0029039104,0.00091894146,0.0017495222,0.11092581],"category_scores_gemma":[0.0017532988,0.00062527455,0.0005609094,0.0012975334,0.00087224616,0.0017345763,0.0015509444,0.002433208,0.08150519],"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":[0.00007459102,0.000105407016,0.00040704408,0.00017872597,0.000033498134,0.00011335342,0.00008132648,0.0036410897,0.004043979,0.023201184,0.34778506,0.62033474],"study_design_scores_gemma":[0.000018131534,0.000075701675,0.0008210176,0.00011064432,0.000033288048,0.00016454697,0.00005873015,0.012064437,0.002978064,0.0076639554,0.97598606,0.000025366417],"about_ca_topic_score_codex":0.0059710285,"about_ca_topic_score_gemma":0.006649596,"teacher_disagreement_score":0.11092581,"about_ca_system_score_codex":0.0007708406,"about_ca_system_score_gemma":0.0018752159,"threshold_uncertainty_score":0.3710838},"labels":[],"label_agreement":null},{"id":"W4360826976","doi":"10.1109/mcs.2023.3234381","title":"The Prandtl–Ishlinskii Hysteresis Model: Fundamentals of the Model and Its Inverse Compensator [Lecture Notes]","year":2023,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":43,"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":"Inverse; Hysteresis; Thermal hysteresis; Nonlinear system; Type (biology); Physics; Computer science; Mechanical engineering; Topology (electrical circuits); Electrical engineering; Mathematics; Engineering; Condensed matter physics; Quantum mechanics; Geometry; Biology","score_opus":0.01345818239253665,"score_gpt":0.20341985661886514,"score_spread":0.18996167422632848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360826976","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070805238,0.031190164,0.8813734,0.0038978662,0.0014857382,0.000072339695,0.0005804755,0.0006788732,0.07364053],"genre_scores_gemma":[0.638633,0.052513152,0.17311208,0.0016887096,0.004180577,0.00070037536,0.0018157779,0.00062505115,0.12673129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998591,0.000036674028,0.000007045813,0.000041334984,0.00004205809,0.000013727917],"domain_scores_gemma":[0.9998857,0.00004100439,0.000016948043,0.000017582199,0.00003152638,0.000007354094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033951874,0.000672457,0.00068020227,0.00057164876,0.00037280362,0.0013616587,0.0014068319,0.0014882442,0.008304854],"category_scores_gemma":[0.00083439745,0.0003811622,0.0005793088,0.0010024532,0.0011462431,0.0019070775,0.00056475354,0.0019901823,0.0031026998],"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":[0.00003695481,0.000046797348,0.00027115902,0.000354292,0.000032834516,0.00022811373,0.00024048756,0.07370663,0.0028490257,0.82639086,0.030699559,0.065143265],"study_design_scores_gemma":[0.000012028442,0.0000540627,0.00038812365,0.000093131064,0.000023364242,0.00019272817,0.0000411509,0.36174846,0.001046174,0.5685003,0.06784637,0.000054062395],"about_ca_topic_score_codex":0.0030816977,"about_ca_topic_score_gemma":0.0014318881,"teacher_disagreement_score":0.008304854,"about_ca_system_score_codex":0.0008075071,"about_ca_system_score_gemma":0.0005322146,"threshold_uncertainty_score":0.02778256},"labels":[],"label_agreement":null},{"id":"W4378194808","doi":"10.1109/mcs.2023.3253439","title":"Anastasia Bizyaeva [PhDs in Control]","year":2023,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","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":"Queen's University","funders":"","keywords":"Paragraph; Control (management); Computer science; Library science; Information retrieval; Psychology; World Wide Web; Artificial intelligence","score_opus":0.027162707155249075,"score_gpt":0.22690256042288692,"score_spread":0.19973985326763785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378194808","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005985976,0.3149004,0.05287357,0.37259325,0.061566852,0.00012095228,0.0020761918,0.0019193323,0.18796343],"genre_scores_gemma":[0.12668301,0.23715761,0.019330204,0.035200033,0.038926896,0.00034763187,0.0011613236,0.0013200484,0.53987336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991091,0.00013506396,0.000050943716,0.00029718,0.00033165692,0.00007597471],"domain_scores_gemma":[0.9985051,0.00043294535,0.000062846106,0.000058147372,0.00057451223,0.00036635072],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014727195,0.0008922997,0.0010950811,0.000995966,0.0007697978,0.001770797,0.00048912154,0.001145342,0.024038758],"category_scores_gemma":[0.0041156965,0.0003043619,0.00035863387,0.00064306904,0.00068063027,0.0013532786,0.0007828242,0.0028533982,0.02229647],"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":[0.00010122049,0.00007910095,0.00046348592,0.0004445444,0.00003080927,0.000115713454,0.00033679514,0.0010158725,0.00082650594,0.033922836,0.8362236,0.12643947],"study_design_scores_gemma":[0.000029361845,0.000069881615,0.00096784445,0.00025673083,0.000018586083,0.00029085894,0.00012214332,0.0012210832,0.00066518463,0.018146724,0.97818255,0.00002909448],"about_ca_topic_score_codex":0.0020567677,"about_ca_topic_score_gemma":0.0011189672,"teacher_disagreement_score":0.97596127,"about_ca_system_score_codex":0.0017330577,"about_ca_system_score_gemma":0.0015248851,"threshold_uncertainty_score":0.08041769},"labels":[],"label_agreement":null},{"id":"W4385541132","doi":"10.1109/mcs.2023.3273497","title":"CSS Quarter-Century Members [Member Activities]","year":2023,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); Computer science; Political science; Operations research; Engineering; History","score_opus":0.03476191349346501,"score_gpt":0.2127792923540611,"score_spread":0.1780173788605961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385541132","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015859575,0.0035720204,0.0008662247,0.014365208,0.04545159,0.00032473143,0.007238969,0.00143884,0.9251564],"genre_scores_gemma":[0.0021956435,0.0015032416,0.00023095304,0.0016148643,0.003307783,0.00006985784,0.0017038792,0.00025679675,0.98911697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909043,0.000099740224,0.000045022905,0.00014768301,0.00044588707,0.00017116504],"domain_scores_gemma":[0.99290484,0.00023111697,0.00031178855,0.0003693612,0.004063878,0.0021189929],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013612275,0.0011910525,0.0009353693,0.0017680016,0.0019943595,0.006386511,0.0008572119,0.0025888423,0.5110332],"category_scores_gemma":[0.0050735483,0.000411704,0.00050145667,0.00253845,0.00040505605,0.0024138144,0.0017329166,0.0019710944,0.6714524],"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":[0.000014188951,0.00002135591,0.00019711578,0.000042487703,0.0000014923004,0.000011262363,0.000007925264,0.000016719292,0.00012027173,0.00038219342,0.9771089,0.022076113],"study_design_scores_gemma":[0.000004013823,0.00001364189,0.0008173816,0.000044913202,0.0000017535345,0.000017803837,0.00004294325,0.000061472376,0.000060458355,0.0001393704,0.9987921,0.000004195397],"about_ca_topic_score_codex":0.0047270297,"about_ca_topic_score_gemma":0.008006822,"teacher_disagreement_score":0.5110332,"about_ca_system_score_codex":0.00084420835,"about_ca_system_score_gemma":0.0034289195,"threshold_uncertainty_score":0.69745183},"labels":[],"label_agreement":null},{"id":"W4385541147","doi":"10.1109/mcs.2023.3273828","title":"2024 American Control Conference in Toronto, Canada [Conference Reports]","year":2023,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"History of Computing Technologies","field":"Computer Science","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":"","keywords":"Control (management); Library science; Computer science; Operations research; Political science; Engineering; Artificial intelligence","score_opus":0.013985949258837916,"score_gpt":0.23229113155214637,"score_spread":0.21830518229330845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385541147","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028040623,0.00950924,0.003069863,0.013149541,0.017635165,0.00022473534,0.0076749213,0.001054706,0.9448778],"genre_scores_gemma":[0.0045434735,0.0022986475,0.00047498467,0.0003685933,0.0003408336,0.000025390502,0.0019382285,0.00009863527,0.98991126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992187,0.000035912188,0.000020437616,0.000073430696,0.00052299513,0.00012845082],"domain_scores_gemma":[0.9982173,0.00007906946,0.000041058855,0.000071065435,0.0013262851,0.00026514838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087226374,0.0013655626,0.0008534664,0.0011453595,0.002239769,0.0044837277,0.00089481776,0.0016277791,0.29383704],"category_scores_gemma":[0.0013221243,0.00041678702,0.00047941742,0.0016923847,0.0011891066,0.0007315438,0.000853789,0.0019001502,0.109056],"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":[0.00004939541,0.000023318345,0.00024540492,0.000080605765,0.000011479951,0.000066450535,0.000030659194,0.0003468001,0.00045570347,0.0019558698,0.9710913,0.025643053],"study_design_scores_gemma":[0.000010517037,0.000018960009,0.0015520437,0.00006203386,0.000008528595,0.000011723341,0.000060304967,0.00047962627,0.0002311245,0.00020371783,0.9973513,0.000010173921],"about_ca_topic_score_codex":0.64372295,"about_ca_topic_score_gemma":0.81828094,"teacher_disagreement_score":0.35627705,"about_ca_system_score_codex":0.007598847,"about_ca_system_score_gemma":0.01869353,"threshold_uncertainty_score":0.9829828},"labels":[],"label_agreement":null},{"id":"W4388678978","doi":"10.1109/mcs.2023.3310434","title":"Walter Murray Wonham, 1934–2023 [Obituary]","year":2023,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","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":"","keywords":"Obituary; Control (management); Gerontology; Management; History; Medicine; Archaeology; Economics","score_opus":0.031490910596027766,"score_gpt":0.29212206445768,"score_spread":0.26063115386165225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388678978","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011454402,0.14919305,0.0009653629,0.2997709,0.34399554,0.000053418924,0.001762138,0.0002809073,0.20283334],"genre_scores_gemma":[0.011962328,0.04075815,0.00036872347,0.039886568,0.045986943,0.00005915361,0.00049261947,0.00030997174,0.8601755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886584,0.00017926727,0.000063588835,0.00023261893,0.0005131279,0.00014561739],"domain_scores_gemma":[0.9990245,0.00019582699,0.000082609986,0.00004747653,0.00044818703,0.00020143254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011192876,0.00071742345,0.0005347211,0.0010337683,0.0036964302,0.003422117,0.00066634564,0.0025036882,0.041376784],"category_scores_gemma":[0.005320784,0.00043941988,0.00027672906,0.00095280155,0.0014554787,0.0023197234,0.0020020152,0.0045734216,0.024299381],"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":[0.000010026145,0.0000014708044,0.000031957366,0.000023372972,0.0000012906962,0.00003055451,0.000062242565,0.000009724285,0.000021689173,0.0032334763,0.9897294,0.006844673],"study_design_scores_gemma":[6.148035e-7,0.0000011836123,0.00009382944,0.000029882147,5.05044e-7,0.000015951895,0.000026708409,0.0000035431533,0.00002200893,0.00029495463,0.99950886,0.000002064469],"about_ca_topic_score_codex":0.033888023,"about_ca_topic_score_gemma":0.06160196,"teacher_disagreement_score":0.041376784,"about_ca_system_score_codex":0.003999649,"about_ca_system_score_gemma":0.0026649854,"threshold_uncertainty_score":0.13841921},"labels":[],"label_agreement":null},{"id":"W4388679002","doi":"10.1109/mcs.2023.3310227","title":"[People In Control]","year":2023,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","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":"","keywords":"Salt lake; Library science; Queen (butterfly); Engineering; Operations research; Media studies; Sociology; Computer science; Geology","score_opus":0.014081905372316465,"score_gpt":0.2705546340676647,"score_spread":0.25647272869534826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388679002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070575735,0.02083344,0.005180206,0.082688384,0.052853335,0.00006420147,0.0005965941,0.00056706497,0.83651114],"genre_scores_gemma":[0.033588324,0.014330324,0.002371381,0.05332619,0.013738073,0.00023831599,0.000891888,0.0005664699,0.880949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977677,0.00066791585,0.00014192013,0.00053627766,0.0005901767,0.0002960367],"domain_scores_gemma":[0.9977397,0.00048104458,0.00013773322,0.0004513347,0.0008278626,0.0003623508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023641346,0.00085401104,0.00066019007,0.0009964681,0.0033936035,0.00753223,0.0013350047,0.0037798819,0.13933237],"category_scores_gemma":[0.008037646,0.00027274218,0.00041224973,0.0016738239,0.0033363428,0.0073986733,0.002981645,0.0051619927,0.05201654],"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":[0.000018136856,0.000007621021,0.0002058929,0.00007214167,0.000005077217,0.000038462353,0.0011746549,0.000033144544,0.00003643408,0.16409266,0.78613013,0.048185747],"study_design_scores_gemma":[0.000002256497,0.0000036868337,0.00008826177,0.000052082938,0.0000012999982,0.000025615604,0.00018030075,0.000016370237,0.000012852468,0.005439969,0.9941736,0.000003762656],"about_ca_topic_score_codex":0.010454997,"about_ca_topic_score_gemma":0.011607041,"teacher_disagreement_score":0.86066765,"about_ca_system_score_codex":0.0021805302,"about_ca_system_score_gemma":0.0026629888,"threshold_uncertainty_score":0.4661132},"labels":[],"label_agreement":null},{"id":"W4401247115","doi":"10.1109/mcs.2024.3402888","title":"What Is the Impact of Releasing Code With Publications?: Statistics from the Machine Learning, Robotics, and Control Communities","year":2024,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Scientific Computing and Data Management","field":"Decision Sciences","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":"North York General Hospital; York University; University of Toronto","funders":"","keywords":"Key (lock); Enabling; Computer science; Code (set theory); Open science; Data science; Mathematical proof; Control (management); Artificial intelligence; Robotics; Robot; Mathematics; Psychology; Computer security; Statistics","score_opus":0.07850923278786927,"score_gpt":0.35083217261306154,"score_spread":0.2723229398251923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401247115","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07435301,0.030301785,0.11306297,0.6599947,0.018628968,0.00044773522,0.013616863,0.0064201294,0.08317378],"genre_scores_gemma":[0.77867997,0.01923554,0.064257726,0.07211723,0.022459978,0.0013726229,0.013490801,0.010411141,0.017975008],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.7982172,0.102995954,0.0141177075,0.011891829,0.0678242,0.0049530244],"domain_scores_gemma":[0.113124914,0.6080087,0.08339102,0.08781062,0.092788115,0.01487662],"candidate_categories":["metaresearch","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19791959,0.0011433465,0.002077655,0.0117082065,0.004516299,0.025588006,0.0044680405,0.0060285884,0.015347662],"category_scores_gemma":[0.7498838,0.00096861576,0.0018403559,0.021919314,0.011994634,0.035731226,0.011986094,0.00893755,0.008079858],"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":[0.0014591907,0.00036714057,0.07769704,0.0027883982,0.0007392537,0.0005156951,0.0038247935,0.0069330456,0.0011560416,0.20690961,0.27687433,0.4207354],"study_design_scores_gemma":[0.00050411647,0.0005273365,0.063967414,0.006810387,0.0006205803,0.0013159704,0.005693182,0.027363945,0.0067073475,0.4526642,0.43321946,0.0006060852],"about_ca_topic_score_codex":0.006126305,"about_ca_topic_score_gemma":0.004236473,"teacher_disagreement_score":0.995532,"about_ca_system_score_codex":0.0063687614,"about_ca_system_score_gemma":0.019367306,"threshold_uncertainty_score":0.98910797},"labels":[],"label_agreement":null},{"id":"W4402626947","doi":"10.1109/mcs.2024.3432342","title":"Floating Offshore Wind Farm Control via Turbine Repositioning: Unlocking the Potential Unique to Floating Offshore Wind","year":2024,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Wind Energy Research and Development","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":"University of British Columbia","funders":"","keywords":"Offshore wind power; Marine engineering; Turbine; Submarine pipeline; Wind power; Environmental science; Control (management); Engineering; Automotive engineering; Computer science; Mechanical engineering; Electrical engineering; Geotechnical engineering","score_opus":0.007370415168369505,"score_gpt":0.21685859226978602,"score_spread":0.2094881771014165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402626947","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2814747,0.0017378316,0.68676364,0.00038190896,0.00053378975,0.00007704153,0.00007500644,0.0011896599,0.02776643],"genre_scores_gemma":[0.9897328,0.0002148096,0.008093137,0.00004366274,0.00004251407,0.00001171902,0.000025579662,0.00002218135,0.0018136223],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990475,0.000011291607,0.000005988075,0.000028522345,0.000033607987,0.00001581421],"domain_scores_gemma":[0.99982446,0.00004796596,0.00003155832,0.000035995563,0.000041897783,0.000018084107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001310023,0.0003604718,0.00032039967,0.00015323928,0.00027421222,0.0004753042,0.00044649048,0.00026249074,0.002345423],"category_scores_gemma":[0.00043651555,0.00012740503,0.00013841725,0.00011646334,0.00040974928,0.0005522381,0.00049220934,0.00033145776,0.0004432757],"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":[0.00089128595,0.00019968512,0.0027578212,0.00045440777,0.000067902714,0.0013925766,0.00046739518,0.31660724,0.17077391,0.012793457,0.0045466414,0.4890477],"study_design_scores_gemma":[0.00006878128,0.0007862264,0.0018039688,0.00006361575,0.000035512498,0.00038658472,0.00012682028,0.9714585,0.011881326,0.0053475555,0.008003445,0.00003771262],"about_ca_topic_score_codex":0.0011248452,"about_ca_topic_score_gemma":0.001881876,"teacher_disagreement_score":0.002345423,"about_ca_system_score_codex":0.00007656923,"about_ca_system_score_gemma":0.00018541607,"threshold_uncertainty_score":0.007846177},"labels":[],"label_agreement":null},{"id":"W4404316903","doi":"10.1109/mcs.2024.3471108","title":"Minutes of the Control Systems Society Board of Governors Meeting July 9, 2024 Toronto, Ontario, Canada [CSS Business]","year":2024,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Smart Grid Security and Resilience","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":"Management; Control (management); Political science; Library science; Business; Computer science; Economics","score_opus":0.004160840849621294,"score_gpt":0.1676300550964122,"score_spread":0.16346921424679092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404316903","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002486845,0.0103725325,0.0017095925,0.050713968,0.05236889,0.0005892975,0.020707363,0.0007003082,0.86035126],"genre_scores_gemma":[0.0028784731,0.0016154834,0.00019296618,0.0011401908,0.0014929101,0.00005218628,0.0027643873,0.00016857186,0.98969483],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863464,0.00008533664,0.000039258797,0.00011102686,0.0008658172,0.00026387835],"domain_scores_gemma":[0.9974324,0.00012493649,0.00008361514,0.00006157719,0.0016862935,0.00061125075],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017128813,0.001312627,0.00093611644,0.0011882376,0.0040673013,0.0047175833,0.00073581573,0.0028079774,0.3506551],"category_scores_gemma":[0.0026715256,0.00059417833,0.00057333783,0.0014305067,0.0009108992,0.0012163868,0.0012324677,0.0024663447,0.17902838],"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":[0.000015872722,0.0000049942305,0.000077652505,0.000015803122,0.0000012483554,0.000009110348,0.000013428061,0.00003919155,0.000056361285,0.00020010948,0.9964535,0.0031125837],"study_design_scores_gemma":[0.000009917135,0.000011629443,0.0017100567,0.000042425658,0.000003567255,0.0000052054497,0.00009305236,0.00007110764,0.000040865743,0.00009509229,0.99790937,0.0000076685865],"about_ca_topic_score_codex":0.4847815,"about_ca_topic_score_gemma":0.7912329,"teacher_disagreement_score":0.6493449,"about_ca_system_score_codex":0.006693577,"about_ca_system_score_gemma":0.013231192,"threshold_uncertainty_score":0.9639195},"labels":[],"label_agreement":null},{"id":"W4406982901","doi":"10.1109/mcs.2024.3498552","title":"Traffic Control via Connected and Automated Vehicles (CAVs): An Open-Road Field Experiment with 100 CAVs","year":2025,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Traffic control and management","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":"Queen's University","funders":"Office of Energy Efficiency; King Abdulaziz City for Science and Technology; Centre National de la Recherche Scientifique; National Science Foundation; U.S. Department of Transportation; Tennessee Department of Transportation; California Department of Transportation; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy","keywords":"Field (mathematics); Control (management); Automotive engineering; Computer science; Artificial intelligence; Engineering; Mathematics","score_opus":0.006881723744699698,"score_gpt":0.2251450284836857,"score_spread":0.218263304738986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406982901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943294,0.000019515968,0.0032133542,0.000086556385,0.00004709482,0.00020633871,0.00023910042,0.0001948039,0.0016640094],"genre_scores_gemma":[0.99290484,0.00003437046,0.0044613415,0.00006647712,0.000018792838,0.00023426629,0.0005450476,0.000031806037,0.0017030059],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9989636,0.00027171712,0.0000387316,0.00024068508,0.00024297334,0.00024233857],"domain_scores_gemma":[0.9974667,0.0010803662,0.00015999442,0.00028033604,0.00053760654,0.00047493362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011587787,0.00082041585,0.0006347171,0.0005450521,0.0009563148,0.00060040504,0.0016300768,0.001735783,0.0029920565],"category_scores_gemma":[0.0024100773,0.00039315652,0.0005301494,0.00039562496,0.0010977753,0.00101744,0.0008928223,0.0012860757,0.00048752822],"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":[0.014166431,0.07857095,0.0398946,0.0013303079,0.00071069715,0.003363736,0.005517931,0.4908874,0.21057686,0.012936655,0.023525752,0.11851869],"study_design_scores_gemma":[0.0038956087,0.07945931,0.029680703,0.00011953517,0.00024639323,0.0003902856,0.003859605,0.792594,0.06801687,0.005772626,0.015756262,0.00020882982],"about_ca_topic_score_codex":0.008446641,"about_ca_topic_score_gemma":0.013124921,"teacher_disagreement_score":0.008446641,"about_ca_system_score_codex":0.0008490721,"about_ca_system_score_gemma":0.0009712638,"threshold_uncertainty_score":0.01679492},"labels":[],"label_agreement":null},{"id":"W4406982907","doi":"10.1109/mcs.2024.3500652","title":"American Control Conference in Toronto, 8–12 July 2024 [Conference Reports]","year":2025,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Extremum Seeking Control Systems","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":"Library science; Political science; Computer science","score_opus":0.008084651316283007,"score_gpt":0.23043174745480327,"score_spread":0.22234709613852027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406982907","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008677595,0.012901022,0.0066296416,0.011801764,0.022273468,0.00030673982,0.012617406,0.0017864587,0.9230059],"genre_scores_gemma":[0.009140804,0.0019863339,0.00061073643,0.00018327765,0.00027645534,0.00003440294,0.003638167,0.00009403684,0.9840357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933857,0.000051115836,0.00001576467,0.00006489845,0.00038350554,0.00014619376],"domain_scores_gemma":[0.99933076,0.000024809395,0.000017464847,0.000047262423,0.00048166217,0.000098072815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092258706,0.0015262172,0.0008140951,0.0012941282,0.002154284,0.0030614296,0.0009190399,0.001469599,0.24958596],"category_scores_gemma":[0.0009777546,0.00050704344,0.00048962556,0.0013291573,0.0009536739,0.000630918,0.0013218619,0.0012299411,0.078856796],"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":[0.00021729154,0.00003891285,0.00040460148,0.0000877404,0.00002130112,0.00009718592,0.000049568836,0.0008578587,0.0005195015,0.0022422816,0.95793617,0.037527513],"study_design_scores_gemma":[0.00002940309,0.00004864334,0.0027353338,0.000063458254,0.000018342902,0.000024045274,0.0000979477,0.0009904733,0.000635224,0.00040396975,0.9949378,0.000015451782],"about_ca_topic_score_codex":0.43805528,"about_ca_topic_score_gemma":0.68126494,"teacher_disagreement_score":0.5619447,"about_ca_system_score_codex":0.0047994447,"about_ca_system_score_gemma":0.009186273,"threshold_uncertainty_score":0.871011},"labels":[],"label_agreement":null},{"id":"W4413156306","doi":"10.1109/mcs.2025.3577050","title":"Risk-Aware Robotics: Tail Risk Measures in Planning, Control, and Verification [Focus on Education]","year":2025,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Robotics; Focus (optics); Artificial intelligence; Control (management); Computer science; Risk analysis (engineering); Engineering; Psychology; Robot; Business; Physics","score_opus":0.016740975240475815,"score_gpt":0.28413768970328424,"score_spread":0.26739671446280844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413156306","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002001896,0.0022881958,0.9851828,0.0025662712,0.00019546057,0.000025007072,0.0000419853,0.00022562261,0.007472724],"genre_scores_gemma":[0.4957005,0.009885189,0.47830835,0.0023680548,0.0017735817,0.0003363092,0.00016174467,0.00043340388,0.011032878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995387,0.0018755475,0.00032586284,0.0006667929,0.0015199267,0.00022486906],"domain_scores_gemma":[0.9869201,0.008885123,0.0010319477,0.0018252232,0.0010075851,0.00033010502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006507672,0.0014305803,0.0008940592,0.0017971395,0.0012035639,0.0039131246,0.00213837,0.0027270776,0.004123594],"category_scores_gemma":[0.021982469,0.00077095156,0.0015137179,0.0017320473,0.010138702,0.009497068,0.0031767178,0.0058269384,0.00081278273],"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":[0.000010957127,0.000011308814,0.00020796574,0.00007031228,0.000014820723,0.000034151,0.00012020028,0.014632483,0.00018780239,0.9616217,0.0017302982,0.021357872],"study_design_scores_gemma":[0.0000052415326,0.000025948892,0.00015755597,0.00009460479,0.0000129918235,0.00006682445,0.000041061907,0.05675764,0.0004799129,0.9321238,0.01020803,0.000026388238],"about_ca_topic_score_codex":0.0029186988,"about_ca_topic_score_gemma":0.0016944733,"teacher_disagreement_score":0.006507672,"about_ca_system_score_codex":0.0034375438,"about_ca_system_score_gemma":0.0018533417,"threshold_uncertainty_score":0.03441626},"labels":[],"label_agreement":null},{"id":"W4413156325","doi":"10.1109/mcs.2025.3576275","title":"Aerial-Marine Cross-Domain Uncrewed Systems: An Overview of Cyberphysical Coordination Frameworks for Marine Applications","year":2025,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Underwater Vehicles and Communication Systems","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 Victoria","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Key Research and Development Program of China; Japan Society for the Promotion of Science; State Key Lab of Digital Manufacturing Equipment and Technology; Shanghai Jiao Tong University; National Natural Science Foundation of China; Huazhong University of Science and Technology; University of Alberta; University of Saskatchewan","keywords":"Domain (mathematical analysis); Computer science; Systems engineering; Environmental resource management; Environmental science; Engineering","score_opus":0.020578076391672154,"score_gpt":0.2936539196191504,"score_spread":0.27307584322747824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413156325","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005842149,0.05947162,0.89656717,0.0010999733,0.00027140236,0.00022403694,0.00010618178,0.0006414926,0.03577599],"genre_scores_gemma":[0.32734376,0.114308424,0.54144615,0.00072059635,0.00088107376,0.0009201269,0.0005297826,0.00021978226,0.013630366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993086,0.00016426986,0.00006950822,0.00013003132,0.00023724102,0.000090448724],"domain_scores_gemma":[0.99971896,0.00008593427,0.00003283707,0.000047617086,0.000077483885,0.000037140566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090088823,0.0010806137,0.00066796603,0.0016437435,0.0009779824,0.003493053,0.0019344691,0.001447519,0.002489185],"category_scores_gemma":[0.00085031125,0.00057764066,0.0009743088,0.0020082903,0.0016283,0.0034084937,0.0017034798,0.0015442851,0.00076700543],"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":[0.00004411372,0.00007936799,0.0009747088,0.0010698035,0.0000648726,0.0003361338,0.0005396634,0.09422373,0.002362473,0.70274854,0.004825046,0.19273159],"study_design_scores_gemma":[0.000026987998,0.0001659034,0.0014732595,0.0011942209,0.00007531774,0.0005628705,0.0005498854,0.4161576,0.0023834868,0.26027033,0.3170415,0.00009859701],"about_ca_topic_score_codex":0.006658197,"about_ca_topic_score_gemma":0.0039743437,"teacher_disagreement_score":0.006658197,"about_ca_system_score_codex":0.0017074081,"about_ca_system_score_gemma":0.0019688967,"threshold_uncertainty_score":0.013238907},"labels":[],"label_agreement":null}]}