{"meta":{"query_hash":"d1680e128fc0","filters":{"topic":"IoT-based Control Systems"},"cohort_total":58,"direct_labels_cover":0,"predictions_cover":58,"exported":58,"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/d1680e128fc0","api":"https://metacan.xera.ac/api/v1/cohort?topic=IoT-based+Control+Systems"},"results":[{"id":"W1544117220","doi":"10.29122/jai.v5i1.2427","title":"PEMANFAATAN DAN KONSERVASI SUMBER AIR DALAM KEADAAN DARURAT","year":2018,"lang":"en","type":"article","venue":"Jurnal Air Indonesia","topic":"IoT-based Control Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Environmental science; Water quality; Aquifer; Water conservation; Water resource management; Water treatment; Water resources; Groundwater; Environmental engineering; Geology","score_opus":0.010107509664067049,"score_gpt":0.23151390426662374,"score_spread":0.2214063946025567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544117220","genre_codex":"empirical","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":[0.59933645,0.014414283,0.03096647,0.0069082603,0.0020157248,0.00034550656,0.0014859678,0.0021621154,0.34236518],"genre_scores_gemma":[0.8622573,0.005239959,0.00853434,0.0005515659,0.00015244211,0.00009412337,0.00047414104,0.000050613304,0.12264553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998884,0.000011197805,0.000008201385,0.000032186585,0.000036904246,0.000022965976],"domain_scores_gemma":[0.99992335,0.000012583388,0.000013295677,0.0000064447227,0.000025426003,0.00001885495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111263456,0.00034561247,0.00017164927,0.00023394616,0.0006308026,0.0012414644,0.00022234108,0.00030763895,0.012179684],"category_scores_gemma":[0.00015980905,0.00009378971,0.000106096006,0.0002610743,0.00028490747,0.00055079086,0.00066816114,0.0005321271,0.0020993962],"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":[0.0007011187,0.00037913094,0.035834674,0.0012615366,0.00006110804,0.0023366478,0.0029707726,0.004775366,0.061104365,0.023937806,0.04335718,0.8232803],"study_design_scores_gemma":[0.00006318225,0.00056601857,0.091744326,0.00038966865,0.00011785932,0.0027909596,0.0064192894,0.016429251,0.038131017,0.005320301,0.83791864,0.00010948098],"about_ca_topic_score_codex":0.002961626,"about_ca_topic_score_gemma":0.0050245244,"teacher_disagreement_score":0.012179684,"about_ca_system_score_codex":0.00055376714,"about_ca_system_score_gemma":0.0009260962,"threshold_uncertainty_score":0.04074508},"labels":[],"label_agreement":null},{"id":"W1587543870","doi":"","title":"EVALUATION OF COMPUTER LABORATORY FACILITIES AND INFRASTRUCTURE IN THE PROGRAM AND COMPUTER NETWORK ENGINEERING EXPERTISE IN SMK NEGERI 2 DEPOK","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer lab; Network engineering; Computer science; Presentation (obstetrics); Engineering; Telecommunications","score_opus":0.009886803526787348,"score_gpt":0.22962902936279425,"score_spread":0.21974222583600692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587543870","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":[0.9937057,0.00022465114,0.0001853912,0.00011076487,0.0000066546436,0.000024354122,0.00007162247,0.000006506282,0.005664383],"genre_scores_gemma":[0.9972772,0.0002495713,0.0002944305,0.00003506261,0.0000032660153,0.000015243152,0.000079555284,0.0000028258132,0.0020429073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991524,0.00015981337,0.000062571045,0.000084103354,0.0003490292,0.00019209801],"domain_scores_gemma":[0.99852645,0.00015377,0.00050121243,0.00005121301,0.00034715224,0.00042020946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007588291,0.00019674517,0.000173955,0.00086055865,0.000572396,0.00090229744,0.00035176676,0.00023843505,0.0043797703],"category_scores_gemma":[0.0014806138,0.00015629367,0.00013130622,0.00059470633,0.0004702624,0.0004894716,0.0009636626,0.00030898192,0.0005370214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024356245,0.00062077394,0.83261436,0.00067194935,0.000033027507,0.0020056674,0.016722502,0.0008406099,0.009028384,0.0012079031,0.004513955,0.13149731],"study_design_scores_gemma":[0.000003615062,0.00029343838,0.9702725,0.00012412753,0.000010135376,0.000538296,0.019702476,0.000279083,0.001289835,0.000098263685,0.0073731933,0.000015147289],"about_ca_topic_score_codex":0.0061106267,"about_ca_topic_score_gemma":0.017358512,"teacher_disagreement_score":0.0061106267,"about_ca_system_score_codex":0.0011591867,"about_ca_system_score_gemma":0.0014233225,"threshold_uncertainty_score":0.014651835},"labels":[],"label_agreement":null},{"id":"W2270098264","doi":"10.35585/inspir.v4i2.52","title":"Rancang Bangun Sistem Enkripsi Dan Dekripsi Pengiriman Informasi Menggunakan Algoritma Viginere Cipher Berbasis Jaringan Sensor Nirkabel","year":2014,"lang":"id","type":"article","venue":"","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Operating system; Database","score_opus":0.008554282926813641,"score_gpt":0.20761027467589474,"score_spread":0.1990559917490811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270098264","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":[0.114861526,0.008288326,0.7608277,0.002022653,0.0016084379,0.0008177148,0.000981297,0.014525029,0.096067324],"genre_scores_gemma":[0.5862328,0.0056567667,0.19351898,0.00091118837,0.00036708516,0.00047747206,0.0012072816,0.0009825722,0.21064587],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995646,0.00005490303,0.000039514896,0.00009097406,0.00018906254,0.000060892613],"domain_scores_gemma":[0.9995252,0.00011186784,0.000040750874,0.000113485585,0.00018758028,0.000021193882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045627958,0.0007997261,0.00056280004,0.0004893375,0.00043293927,0.0018226973,0.0005093696,0.00062367716,0.013145857],"category_scores_gemma":[0.0009108038,0.00027185507,0.00034863432,0.0003897086,0.00046136856,0.0020639051,0.00064147264,0.0010177012,0.006077871],"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":[0.0012389012,0.00015862055,0.0011254185,0.0008036222,0.00009388255,0.0004485156,0.00046038834,0.010262482,0.38958475,0.022915443,0.017234322,0.5556738],"study_design_scores_gemma":[0.00014522694,0.001119493,0.0024185097,0.00014904952,0.00014821124,0.0013084648,0.00034607542,0.10082317,0.6476501,0.007884742,0.23787992,0.00012703004],"about_ca_topic_score_codex":0.0007874348,"about_ca_topic_score_gemma":0.0008056885,"teacher_disagreement_score":0.013145857,"about_ca_system_score_codex":0.00058597093,"about_ca_system_score_gemma":0.00061389623,"threshold_uncertainty_score":0.04397732},"labels":[],"label_agreement":null},{"id":"W2294458205","doi":"10.24843/mite.2015.v14i02p14","title":"PROTOTIPE MONITORING KETINGGIAN AIR BENDUNGAN MELALUI MEDIA SOSIAL TWITTER BERBASIS MIKROKONTROLER ATMEGA-328PU","year":2015,"lang":"en","type":"article","venue":"Majalah Ilmiah Teknologi Elektro","topic":"IoT-based Control Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Microcontroller; Ethernet; Arduino; Liquid-crystal display; Computer science; Computer hardware; Operating system","score_opus":0.035754434908955815,"score_gpt":0.24579383298374605,"score_spread":0.21003939807479022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294458205","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":[0.5457556,0.002033847,0.226292,0.0011680591,0.0014877402,0.0014536323,0.0081923,0.053181585,0.16043524],"genre_scores_gemma":[0.84239984,0.0005855666,0.046824273,0.0003834549,0.0001588821,0.000577101,0.0028750096,0.0004563469,0.10573955],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997962,0.00001742007,0.000009216136,0.000054003143,0.0000931724,0.000029982095],"domain_scores_gemma":[0.9998099,0.00003666922,0.000016441614,0.000020774358,0.000085645246,0.000030522613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014737569,0.00056393864,0.0003145792,0.0006720597,0.00039474192,0.00049254514,0.00046832426,0.00043372597,0.019266678],"category_scores_gemma":[0.0003192191,0.00016053663,0.00014365205,0.00026838688,0.000113218615,0.00065062114,0.00047575723,0.00020697864,0.004238016],"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":[0.0028435504,0.0002712001,0.01878427,0.0009769062,0.00005683473,0.0018217404,0.0010864036,0.0022481338,0.35963586,0.0021119635,0.053462036,0.5567012],"study_design_scores_gemma":[0.00025633143,0.0018447567,0.08247946,0.00027982876,0.00028882327,0.0033415237,0.0017129089,0.09472565,0.49352697,0.0015890425,0.31974736,0.00020735439],"about_ca_topic_score_codex":0.0008454588,"about_ca_topic_score_gemma":0.0011484185,"teacher_disagreement_score":0.019266678,"about_ca_system_score_codex":0.00019345614,"about_ca_system_score_gemma":0.00018128184,"threshold_uncertainty_score":0.06445342},"labels":[],"label_agreement":null},{"id":"W2784273521","doi":"10.24843/mite.2017.v16i03p05","title":"RANCANG BANGUN PEMANDU TUNA NETRA MENGGUNAKAN SENSOR ULTRASONIK BERBASIS MIKROKONTROLER","year":2017,"lang":"id","type":"article","venue":"Majalah Ilmiah Teknologi Elektro","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arbutus Biopharma (Canada)","funders":"","keywords":"Physics; Operating system; Humanities; Computer science; Art","score_opus":0.016135386366014724,"score_gpt":0.24395566931808324,"score_spread":0.22782028295206852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784273521","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":[0.5434133,0.031705763,0.15080315,0.0064910366,0.003228752,0.00076066836,0.0042321524,0.0066268835,0.2527384],"genre_scores_gemma":[0.6843966,0.011736073,0.07286998,0.0014816351,0.00025085997,0.00033069745,0.0021386372,0.0005972052,0.22619823],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902344,0.00008413983,0.000049583025,0.00023886462,0.00047705523,0.00012690469],"domain_scores_gemma":[0.9992155,0.00009099243,0.0000667961,0.000057490313,0.00051182974,0.00005733044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007525424,0.0010757472,0.00090514636,0.001338843,0.0015164663,0.0031066006,0.0008520883,0.001383516,0.015558176],"category_scores_gemma":[0.000865209,0.00064544467,0.00072941673,0.0014691008,0.0006196712,0.001996743,0.0011260113,0.0011610438,0.0046537844],"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":[0.0010643189,0.00022289516,0.013010583,0.0019418667,0.00018050378,0.0015966506,0.0014371492,0.003284119,0.61600447,0.005002867,0.012058732,0.3441958],"study_design_scores_gemma":[0.0000515264,0.0007233311,0.02722581,0.00037900746,0.00034980458,0.0017947919,0.0030764479,0.011866347,0.65906554,0.001926652,0.2933187,0.00022208739],"about_ca_topic_score_codex":0.010878571,"about_ca_topic_score_gemma":0.017405879,"teacher_disagreement_score":0.015558176,"about_ca_system_score_codex":0.0016641032,"about_ca_system_score_gemma":0.001797137,"threshold_uncertainty_score":0.052047312},"labels":[],"label_agreement":null},{"id":"W2796635758","doi":"10.35585/inspir.v7i2.2449","title":"Sistem Kendali Penyiram Tanaman Menggunakan Propeller Berbasis Internet Of Things","year":2017,"lang":"id","type":"article","venue":"Inspiration Jurnal Teknologi Informasi dan Komunikasi","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Physics; Operating system; Horticulture; Computer science; Biology","score_opus":0.029948465370584116,"score_gpt":0.25838848965138933,"score_spread":0.2284400242808052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796635758","genre_codex":"other","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":[0.2057006,0.0046511013,0.3567571,0.005445633,0.002004292,0.0008246743,0.0019371477,0.014083782,0.40859574],"genre_scores_gemma":[0.6802091,0.004203474,0.09419463,0.0010269111,0.00024751198,0.0003184034,0.0027782447,0.000942218,0.21607946],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993963,0.00006213877,0.00003289965,0.000107936685,0.00032565658,0.000075091615],"domain_scores_gemma":[0.99922884,0.0001496696,0.00006159446,0.00014126634,0.00036440906,0.000054297696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005856786,0.00058083475,0.00033601563,0.0005672584,0.0008099079,0.0027522172,0.0009148979,0.00086650345,0.012416193],"category_scores_gemma":[0.0013170564,0.0003659818,0.00037417925,0.0006849996,0.00052723585,0.0027058213,0.0010273986,0.0008093648,0.004731797],"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":[0.00086239213,0.0002725937,0.0113681005,0.0013608235,0.00014116844,0.0029419686,0.0031172337,0.008194999,0.21244566,0.045042526,0.057286497,0.656966],"study_design_scores_gemma":[0.00008819697,0.0007769632,0.02023699,0.00049471116,0.00028185183,0.0025799675,0.0040252754,0.045165494,0.15422449,0.016701616,0.75516766,0.00025678743],"about_ca_topic_score_codex":0.0040598135,"about_ca_topic_score_gemma":0.005153662,"teacher_disagreement_score":0.012416193,"about_ca_system_score_codex":0.0006625736,"about_ca_system_score_gemma":0.00079639145,"threshold_uncertainty_score":0.04153627},"labels":[],"label_agreement":null},{"id":"W2952257676","doi":"10.24843/spektrum.2019.v06.i02.p14","title":"RANCANGAN PENEMPATAN ACCESS POINT UNTUK MENDUKUNG LAYANAN E-LEARNING DI AREA KAMPUS TEKNIK ELEKTRO UNIVERSITAS UDAYANA","year":2019,"lang":"en","type":"article","venue":"Jurnal SPEKTRUM","topic":"IoT-based Control Systems","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":"WiLAN (Canada)","funders":"","keywords":"Computer science; Point (geometry); Range (aeronautics); Access technology; Local area network; Computer network; Wireless; Telecommunications; Engineering; Mathematics; Aerospace engineering","score_opus":0.007915364245218305,"score_gpt":0.21392677116068812,"score_spread":0.20601140691546982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952257676","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":[0.7970339,0.0077290735,0.07474829,0.0010595751,0.00043245195,0.00034688064,0.0006737038,0.0018063392,0.11616983],"genre_scores_gemma":[0.9306018,0.004473487,0.024793824,0.0001100571,0.00004167158,0.00015043511,0.000632937,0.000054039778,0.039141826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971837,0.000039125265,0.00002129079,0.00006606026,0.000092269955,0.00006288779],"domain_scores_gemma":[0.9996921,0.000072307055,0.000029626486,0.000032556738,0.00014252607,0.000030816398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034318678,0.00042378012,0.0004946428,0.00062189583,0.0008943826,0.0016075775,0.0005278549,0.00046870587,0.008444773],"category_scores_gemma":[0.0005898462,0.00019775685,0.0002458814,0.00093444425,0.000311214,0.0011880401,0.0009984404,0.00057628704,0.0014622457],"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":[0.001136373,0.00046080886,0.037336808,0.0015603695,0.00007349073,0.0035290208,0.0024933077,0.016090952,0.08666168,0.01753566,0.006744339,0.8263772],"study_design_scores_gemma":[0.00024491028,0.0027313458,0.109926246,0.0010056875,0.0006977427,0.007773452,0.013140459,0.13291274,0.1961626,0.011904599,0.5230686,0.00043169226],"about_ca_topic_score_codex":0.0043466496,"about_ca_topic_score_gemma":0.005490045,"teacher_disagreement_score":0.008444773,"about_ca_system_score_codex":0.0005639599,"about_ca_system_score_gemma":0.0009541084,"threshold_uncertainty_score":0.028250635},"labels":[],"label_agreement":null},{"id":"W2964039265","doi":"","title":"Design and Analysis of Automatic Motor Blower","year":2019,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Automotive engineering; Battery (electricity); Alternator; HVAC; Ventilation (architecture); Power (physics); Air conditioning; Engineering; Computer science; Mechanical engineering","score_opus":0.008091067684625114,"score_gpt":0.23513214082290212,"score_spread":0.227041073138277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964039265","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":[0.08805013,0.0021660696,0.83598,0.00053713546,0.0003330292,0.00064436405,0.0004584439,0.004244231,0.06758653],"genre_scores_gemma":[0.8770317,0.0006946805,0.08767105,0.00010014161,0.000067338675,0.00037212888,0.00035886242,0.00014700755,0.033557054],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943846,0.000043193068,0.000019822923,0.00009066076,0.0003645161,0.000043349966],"domain_scores_gemma":[0.9997547,0.00003196532,0.000047615427,0.000020610805,0.00012862959,0.000016395017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029599125,0.00053448905,0.00054537045,0.0007437135,0.0005238645,0.00078878505,0.001139781,0.00084206404,0.009254708],"category_scores_gemma":[0.00044837268,0.00028100287,0.00053372566,0.0003335604,0.00024285674,0.00055194786,0.00040434598,0.00031500863,0.0018385602],"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":[0.0006471023,0.00021075137,0.0054475027,0.0019436475,0.00015363154,0.00089739874,0.00046564112,0.2324587,0.3530691,0.019696547,0.012376783,0.37263322],"study_design_scores_gemma":[0.00009962344,0.0017734251,0.008145173,0.00014886975,0.00018914587,0.0011234483,0.00020127867,0.77246255,0.08428804,0.002719144,0.12874942,0.00009987382],"about_ca_topic_score_codex":0.0022535697,"about_ca_topic_score_gemma":0.0014715294,"teacher_disagreement_score":0.009254708,"about_ca_system_score_codex":0.00069113896,"about_ca_system_score_gemma":0.0006687572,"threshold_uncertainty_score":0.030960023},"labels":[],"label_agreement":null},{"id":"W2995140089","doi":"10.1109/iemcon.2019.8936257","title":"IoT Gas and Temperature Monitoring Interface of a Low Temperature Pyrolysis Reactor for the Production of Biochar","year":2019,"lang":"en","type":"article","venue":"","topic":"IoT-based Control Systems","field":"Computer Science","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":"Langara College","funders":"","keywords":"Computer science; Biochar; Event (particle physics); Interface (matter); Pyrolysis; Process engineering; Arduino; Environmental science; Real-time computing; Embedded system; Operating system; Waste management; Engineering","score_opus":0.006378904889146479,"score_gpt":0.22725638914508994,"score_spread":0.22087748425594347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995140089","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":[0.41394237,0.00082197716,0.47019216,0.0011338396,0.0013773156,0.0014398398,0.005265874,0.0388414,0.06698515],"genre_scores_gemma":[0.85403985,0.0003047556,0.09974083,0.0008460099,0.0001420299,0.00081888685,0.0020561954,0.0009121562,0.041139286],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995683,0.00006704539,0.000039052222,0.000105267485,0.00017890727,0.000041471718],"domain_scores_gemma":[0.99961156,0.00013329618,0.000035118785,0.0000651582,0.00011188754,0.00004299279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004644755,0.00056253746,0.00064826454,0.0005905964,0.00032364592,0.00053858256,0.0010721709,0.0005810986,0.018984709],"category_scores_gemma":[0.00070602295,0.000271174,0.00031407515,0.00032070314,0.00016609326,0.00067806867,0.0005111115,0.00041673018,0.0032142743],"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":[0.002695255,0.0006866659,0.01212039,0.00093348266,0.00008612527,0.0027013535,0.001061475,0.003055805,0.77540153,0.004435984,0.03679217,0.16002975],"study_design_scores_gemma":[0.00035905113,0.0023000028,0.030819284,0.00020896556,0.00022879899,0.0059634293,0.00041898226,0.14250998,0.69348544,0.0014599357,0.12201208,0.00023401447],"about_ca_topic_score_codex":0.00038967276,"about_ca_topic_score_gemma":0.00045068102,"teacher_disagreement_score":0.018984709,"about_ca_system_score_codex":0.00018274816,"about_ca_system_score_gemma":0.00022778187,"threshold_uncertainty_score":0.06351018},"labels":[],"label_agreement":null},{"id":"W3095398734","doi":"","title":"Analisis Optimasi Komunikasi Pada Jaringan Gprs Untuk Pelanggan Berbasis Automatic Meter Reading (AMR) Di PT. PLN (Persero) UP3 Bandung","year":2020,"lang":"id","type":"article","venue":"eProceedings of Engineering","topic":"IoT-based Control Systems","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":"Positive Living North","funders":"","keywords":"Physics; General Packet Radio Service; Operating system; Computer science","score_opus":0.013885877478111543,"score_gpt":0.20157013816659336,"score_spread":0.18768426068848182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095398734","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":[0.7933141,0.005789039,0.09108901,0.0024456168,0.0005546279,0.00047613136,0.0054743127,0.0063513005,0.09450582],"genre_scores_gemma":[0.9052578,0.0024858762,0.041224748,0.0004587288,0.000082311846,0.00018697366,0.003809353,0.0008214877,0.045672674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983407,0.00020055562,0.00007931292,0.0002603186,0.0009232996,0.00019584045],"domain_scores_gemma":[0.996521,0.001441446,0.0002185777,0.0002450638,0.0014639338,0.00011002292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016033227,0.0010594068,0.000682419,0.0014346486,0.00052878924,0.0026047,0.0006126048,0.0009699954,0.010913296],"category_scores_gemma":[0.004209817,0.00043151568,0.0006789989,0.0014508506,0.00030442863,0.0015949694,0.0004909856,0.0012306742,0.005663524],"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":[0.0045169634,0.0008817614,0.07229147,0.0022666217,0.00034177626,0.0014215792,0.0018075928,0.042243194,0.21131587,0.0031845856,0.039391343,0.6203373],"study_design_scores_gemma":[0.00023851989,0.0036233517,0.33558425,0.0005376546,0.0010019764,0.0028187777,0.008506385,0.20988806,0.27816316,0.004325346,0.15476075,0.00055174535],"about_ca_topic_score_codex":0.006236086,"about_ca_topic_score_gemma":0.005668846,"teacher_disagreement_score":0.010913296,"about_ca_system_score_codex":0.0008373505,"about_ca_system_score_gemma":0.00065618113,"threshold_uncertainty_score":0.03650856},"labels":[],"label_agreement":null},{"id":"W3112563839","doi":"","title":"HEMOTION (Alat Peraga Biologi Untuk Siswa SMA)","year":2019,"lang":"id","type":"other","venue":"Ubaya Repository (University of Surabaya)","topic":"IoT-based Control Systems","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":"Encana (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.007840732533953594,"score_gpt":0.16141178044727722,"score_spread":0.15357104791332363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112563839","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":[0.111148566,0.014531179,0.023022184,0.0034833676,0.0032676775,0.00052431587,0.008063574,0.006136565,0.82982254],"genre_scores_gemma":[0.21026088,0.009814816,0.020537931,0.0011224644,0.00026818574,0.0002609407,0.0044703702,0.0007393691,0.7525249],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992704,0.00004940579,0.00003850627,0.00013748225,0.0003906479,0.000113703194],"domain_scores_gemma":[0.99928504,0.000073619434,0.00007036522,0.0001241227,0.00033057874,0.00011632261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070272404,0.00081313023,0.0006704384,0.0015691029,0.0017974286,0.0040520453,0.00058867666,0.0012957266,0.07345734],"category_scores_gemma":[0.0008499969,0.00039296952,0.0005006295,0.0015809528,0.0010823198,0.0017106191,0.0024463127,0.0012682636,0.037792526],"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":[0.00072795514,0.00037151674,0.012828512,0.0023547597,0.000049153918,0.0020900937,0.004351483,0.00059975,0.2407981,0.019407727,0.09894046,0.61748046],"study_design_scores_gemma":[0.000016322128,0.00026667106,0.015322719,0.00026156328,0.00004033967,0.0010813561,0.0011282074,0.00023049267,0.04791202,0.0016244188,0.93206733,0.0000485752],"about_ca_topic_score_codex":0.008441399,"about_ca_topic_score_gemma":0.014858901,"teacher_disagreement_score":0.07345734,"about_ca_system_score_codex":0.0014235257,"about_ca_system_score_gemma":0.002393084,"threshold_uncertainty_score":0.24573928},"labels":[],"label_agreement":null},{"id":"W3121242123","doi":"10.52643/jti.v6i2.1140","title":"Monitoring Konektivitas Internet Dengan Load Balancing Menggunakan Metode Equal Cost Multi Path Pada SMK Yadika 12 Depok","year":2021,"lang":"id","type":"article","venue":"Jurnal Teknologi Informasi","topic":"IoT-based Control Systems","field":"Computer Science","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":"Nicolet Chartrand Knoll (Canada)","funders":"","keywords":"Computer science; Operating system; The Internet; Computer network; Load balancing (electrical power); Mathematics","score_opus":0.03399224004050206,"score_gpt":0.26390605437085063,"score_spread":0.22991381433034858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121242123","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":[0.64991444,0.0033335933,0.2201832,0.0018406356,0.00076313544,0.0010284864,0.0053742416,0.016834613,0.10072765],"genre_scores_gemma":[0.92910403,0.0010042449,0.034325354,0.00024009265,0.00010584139,0.00036574408,0.0021083397,0.00034886296,0.032397445],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99848276,0.00021075798,0.000088979476,0.00034401607,0.00068657205,0.00018686142],"domain_scores_gemma":[0.99755883,0.00057583355,0.00027351215,0.00033904653,0.0010944995,0.0001581918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011309916,0.0010009772,0.0008271222,0.0020515916,0.0010248862,0.003479689,0.0009566229,0.0010397299,0.013829973],"category_scores_gemma":[0.0025394992,0.00044721225,0.00045522477,0.0019612787,0.00037268404,0.002771942,0.0009689868,0.0010174987,0.0038062802],"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":[0.0033797745,0.0008954606,0.059629396,0.0013194429,0.00033595003,0.0012242512,0.0011926534,0.062038906,0.15571296,0.008982134,0.026950415,0.6783386],"study_design_scores_gemma":[0.00023453699,0.0021383315,0.10742768,0.00032265973,0.00062876724,0.0016287486,0.0026608743,0.5037515,0.25539318,0.014535656,0.11086169,0.00041643326],"about_ca_topic_score_codex":0.0034270985,"about_ca_topic_score_gemma":0.0039725658,"teacher_disagreement_score":0.013829973,"about_ca_system_score_codex":0.0011786047,"about_ca_system_score_gemma":0.0009963054,"threshold_uncertainty_score":0.0462659},"labels":[],"label_agreement":null},{"id":"W3157921074","doi":"10.33060/jik/2021/vol10.iss1.190","title":"PENERAPAN IOT PADA SISTEM KEAMANAN PINTU RUMAH DENGAN ESP8266 MENGGUNAKAN METODE LOGIKA FUZZY","year":2021,"lang":"id","type":"article","venue":"Jurnal Ilmu Komputer","topic":"IoT-based Control Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.018240333234202877,"score_gpt":0.23539255477567889,"score_spread":0.217152221541476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157921074","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":[0.072618075,0.0028952062,0.80259746,0.001111517,0.00048953574,0.00041465485,0.0015958775,0.011035998,0.10724168],"genre_scores_gemma":[0.5752702,0.0035852022,0.2571125,0.00053223805,0.00013920534,0.00036691673,0.0036098287,0.0005048181,0.15887916],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996644,0.00004134582,0.000042564196,0.00007184302,0.00014624198,0.000033626835],"domain_scores_gemma":[0.9997029,0.00006715188,0.000014858601,0.000058538357,0.00014176102,0.000014698216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005135958,0.000610569,0.0004322691,0.0005956511,0.00051099557,0.0016722733,0.0006666521,0.0006894565,0.013216142],"category_scores_gemma":[0.00065653486,0.00024500248,0.0004997479,0.0005727548,0.00026214533,0.0014183559,0.00076598866,0.0007034004,0.0041353796],"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":[0.00072259415,0.00015835473,0.002530184,0.0007487617,0.0000697764,0.0006553129,0.00051844685,0.042156465,0.118989915,0.02461199,0.018333843,0.7905044],"study_design_scores_gemma":[0.00012828366,0.0008009117,0.009057067,0.00030301348,0.0001582855,0.0013260302,0.0010381602,0.54745543,0.12687334,0.028098121,0.2846095,0.00015189279],"about_ca_topic_score_codex":0.0039045399,"about_ca_topic_score_gemma":0.0041024922,"teacher_disagreement_score":0.013216142,"about_ca_system_score_codex":0.0005484573,"about_ca_system_score_gemma":0.0006959079,"threshold_uncertainty_score":0.0442124},"labels":[],"label_agreement":null},{"id":"W3162382392","doi":"10.30871/aseect.v1i3.2359","title":"Sistem Pemantauan Faktor Daya Listrik Rumah Tangga Berbasis IoT","year":2020,"lang":"id","type":"article","venue":"Journal of Applied Sciences Electrical Engineering and Computer Technology","topic":"IoT-based Control Systems","field":"Computer Science","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":"Giro (Canada)","funders":"","keywords":"Operating system; Computer science; Laptop","score_opus":0.008245990598228363,"score_gpt":0.1904187393719721,"score_spread":0.18217274877374373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162382392","genre_codex":"other","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":[0.24721399,0.00934363,0.07685919,0.013050688,0.0016302093,0.0006208276,0.0027883223,0.0066463486,0.64184684],"genre_scores_gemma":[0.69840646,0.00832878,0.023894705,0.0022709055,0.0004541283,0.00034916255,0.0034526307,0.00062312186,0.26222003],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985856,0.00020938404,0.000097643606,0.0002451244,0.0006241456,0.00023824636],"domain_scores_gemma":[0.9980483,0.00044343778,0.00014697145,0.00040666398,0.0007776614,0.00017704454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010125104,0.00068585994,0.00045454878,0.00096498785,0.0017804175,0.0057856143,0.00069289224,0.0010160321,0.022667324],"category_scores_gemma":[0.002372458,0.0003595133,0.0004513657,0.0013928057,0.00059790723,0.005335947,0.002110471,0.001679769,0.010902862],"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":[0.00074634503,0.00042218756,0.036841225,0.0020545132,0.00015263369,0.0016020559,0.010613389,0.0038453706,0.052830245,0.07155333,0.11633758,0.70300114],"study_design_scores_gemma":[0.00003938302,0.000371269,0.032059498,0.0004744776,0.0001647633,0.0011586617,0.008897652,0.0071886084,0.024252731,0.012175423,0.9131007,0.00011678978],"about_ca_topic_score_codex":0.0047514937,"about_ca_topic_score_gemma":0.0053500445,"teacher_disagreement_score":0.022667324,"about_ca_system_score_codex":0.001387797,"about_ca_system_score_gemma":0.0017438128,"threshold_uncertainty_score":0.075829744},"labels":[],"label_agreement":null},{"id":"W3177436038","doi":"10.35957/jatisi.v8i2.543","title":"Monitoring Arus dan Tegangan Pembangkit Listrik Tenaga Surya Menggunakan Internet Off Things","year":2021,"lang":"id","type":"article","venue":"JATISI (Jurnal Teknik Informatika dan Sistem Informasi)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Electrical engineering; Inverter; Automotive engineering; Operating system; Engineering; Computer science; Voltage","score_opus":0.014850164981030693,"score_gpt":0.2296381274360478,"score_spread":0.2147879624550171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177436038","genre_codex":"other","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":[0.17387554,0.028413173,0.36265838,0.007921595,0.0033922822,0.00097505836,0.0049468013,0.0080569545,0.40976027],"genre_scores_gemma":[0.6607877,0.020307522,0.07221612,0.0015302581,0.00073072896,0.00045132524,0.0038781068,0.00076129806,0.23933685],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913824,0.0001261328,0.00005741234,0.00018981332,0.00038252035,0.000105791994],"domain_scores_gemma":[0.99864537,0.00036735984,0.00012089531,0.00018794584,0.00057558564,0.000102791935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008002289,0.0006868374,0.00051807304,0.001227654,0.0009966628,0.0029023823,0.0006793963,0.00093525206,0.017878955],"category_scores_gemma":[0.0014663544,0.00033263152,0.00046942756,0.001328889,0.00043588792,0.0028341773,0.0014145081,0.0009910336,0.0064141755],"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":[0.0005896418,0.00018164297,0.012065152,0.0020427394,0.00014051497,0.0012882836,0.0014778402,0.005752145,0.08190513,0.022950578,0.03345514,0.8381512],"study_design_scores_gemma":[0.00005851774,0.00050143467,0.026591487,0.00083101663,0.00026219708,0.0024765998,0.0031644895,0.017743485,0.07655363,0.018858545,0.85275126,0.00020742997],"about_ca_topic_score_codex":0.002569467,"about_ca_topic_score_gemma":0.0032535088,"teacher_disagreement_score":0.017878955,"about_ca_system_score_codex":0.0007366443,"about_ca_system_score_gemma":0.0011057847,"threshold_uncertainty_score":0.059811056},"labels":[],"label_agreement":null},{"id":"W3208588259","doi":"10.36040/jati.v5i2.3743","title":"PENERAPAN IoT (Internet of Things) TERHADAP RANCANG BANGUN SISTEM PERINGATAN BATASAN KECEPATAN DAN PENDETEKSI LOKASI KECELAKAAN BAGI PENGENDARA SEPEDA MOTOR BERBASIS ARDUINO","year":2021,"lang":"id","type":"article","venue":"JATI (Jurnal Mahasiswa Teknik Informatika)","topic":"IoT-based Control Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Operating system; Computer science; Art","score_opus":0.013401430656893788,"score_gpt":0.2205636293453129,"score_spread":0.20716219868841912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208588259","genre_codex":"other","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":[0.20495752,0.014263795,0.15819885,0.0060841185,0.004313375,0.0008983584,0.006174619,0.013095562,0.5920138],"genre_scores_gemma":[0.561054,0.010952699,0.040542066,0.0017629544,0.00062357576,0.00047365186,0.0061430023,0.0011551037,0.37729296],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962115,0.000041410207,0.000023201123,0.00008488998,0.0001334193,0.00009582871],"domain_scores_gemma":[0.999605,0.00006151331,0.000029240744,0.000058035486,0.00019156122,0.000054724846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039575322,0.0008074293,0.00041354392,0.00070946076,0.0012832658,0.002174721,0.000662537,0.0007279703,0.02250819],"category_scores_gemma":[0.0005004353,0.00030187922,0.00047906197,0.001051096,0.00036806817,0.0022730562,0.0017625039,0.00092874764,0.008613064],"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":[0.0007776626,0.00023088507,0.010494972,0.001959673,0.00012761743,0.0030216554,0.0027700332,0.0034387035,0.0756846,0.027431244,0.11283419,0.7612288],"study_design_scores_gemma":[0.00004608309,0.0003490063,0.018770697,0.00040638642,0.0001706655,0.0012098793,0.0030076269,0.009071141,0.026692351,0.006185786,0.9339587,0.00013157843],"about_ca_topic_score_codex":0.005018097,"about_ca_topic_score_gemma":0.0071935803,"teacher_disagreement_score":0.02250819,"about_ca_system_score_codex":0.00054712687,"about_ca_system_score_gemma":0.0012022112,"threshold_uncertainty_score":0.075297356},"labels":[],"label_agreement":null},{"id":"W4200509153","doi":"10.32920/16777663","title":"Development Of A Biaxial Testing Apparatus","year":2021,"lang":"en","type":"preprint","venue":"","topic":"IoT-based Control Systems","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":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Arduino; Stepper; Microcontroller; Software; Computer science; Compression (physics); Mechanical engineering; Engineering; Embedded system; Materials science; Operating system; Composite material","score_opus":0.04876591414953791,"score_gpt":0.2533168718939898,"score_spread":0.20455095774445192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200509153","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":[0.034175582,0.00050205464,0.9324597,0.00025008517,0.0004237046,0.0027074043,0.001281536,0.011328379,0.016871551],"genre_scores_gemma":[0.14860374,0.001347189,0.81396824,0.0003163561,0.00015998821,0.0055911955,0.002960334,0.0010410289,0.026011804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99824035,0.00013401413,0.00013733095,0.00025728054,0.0011214166,0.00010953177],"domain_scores_gemma":[0.99793077,0.00031035338,0.00013014328,0.00041681126,0.0010551491,0.00015675595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013805887,0.0007503486,0.0007093502,0.0015106954,0.0004967518,0.0008002784,0.0016334942,0.00085857906,0.011318556],"category_scores_gemma":[0.0021870097,0.0006933437,0.0002492822,0.00082904665,0.00031736353,0.00094385305,0.0012455465,0.0011980382,0.010870339],"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":[0.0002416859,0.0003517613,0.0024574653,0.00093075953,0.0000349391,0.00054031477,0.00033102886,0.00696897,0.7271429,0.010922318,0.011749085,0.23832887],"study_design_scores_gemma":[0.00014235976,0.0018854309,0.0091346465,0.000361453,0.00007303989,0.0022675826,0.0001999043,0.045805447,0.6288848,0.002140838,0.30893907,0.0001654667],"about_ca_topic_score_codex":0.000472596,"about_ca_topic_score_gemma":0.0003566055,"teacher_disagreement_score":0.011318556,"about_ca_system_score_codex":0.00029952067,"about_ca_system_score_gemma":0.0010588398,"threshold_uncertainty_score":0.037864387},"labels":[],"label_agreement":null},{"id":"W4231325585","doi":"10.31227/osf.io/xya5v","title":"IMPLEMENTASI MIKROKONTROLER ATMEGA328 DI BIDANG PERTANIAN DAN INDUSTRI","year":2018,"lang":"id","type":"preprint","venue":"","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada); Air Canada","funders":"","keywords":"Computer science","score_opus":0.02766778062477264,"score_gpt":0.26797806371494626,"score_spread":0.2403102830901736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231325585","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":[0.43675652,0.0028501388,0.19373265,0.00209613,0.0008229601,0.0014900035,0.003046848,0.14360966,0.21559511],"genre_scores_gemma":[0.70892197,0.0012219966,0.07929089,0.0005802737,0.00010338574,0.0007032812,0.0038861348,0.00300619,0.20228587],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923337,0.00006715652,0.000058368023,0.00015521597,0.00031365134,0.00017232384],"domain_scores_gemma":[0.9993787,0.0000945231,0.00004719127,0.00013363779,0.00026226367,0.00008371345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005518332,0.0010903836,0.00040142916,0.00077065517,0.00094840437,0.0024160556,0.0013316288,0.00088556064,0.031931385],"category_scores_gemma":[0.0012806156,0.0005189662,0.00040543632,0.0006740585,0.00032301125,0.0017446588,0.0011690897,0.0011357312,0.01738016],"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":[0.0032436212,0.0008602371,0.013376302,0.0009790453,0.0001363075,0.0028523894,0.0034175033,0.0052119205,0.24343468,0.011667726,0.07342801,0.6413922],"study_design_scores_gemma":[0.00041544723,0.0010259595,0.017499475,0.00020075121,0.00021940375,0.0023649144,0.0016449179,0.047495432,0.30195004,0.0064791697,0.6204127,0.00029181872],"about_ca_topic_score_codex":0.0030172535,"about_ca_topic_score_gemma":0.00252532,"teacher_disagreement_score":0.031931385,"about_ca_system_score_codex":0.00057330454,"about_ca_system_score_gemma":0.0009612344,"threshold_uncertainty_score":0.10682106},"labels":[],"label_agreement":null},{"id":"W4286681559","doi":"10.53810/jt.v22i2.426","title":"PENGARUH KONDISI ISOLASI DIELEKTRIK TERHADAP KEHANDALAN TRANSFORMATOR TENAGA","year":2022,"lang":"id","type":"article","venue":"Teodolita Media Komunkasi Ilmiah di Bidang teknik","topic":"IoT-based Control Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Chemistry","score_opus":0.017227487298282235,"score_gpt":0.2221158404312908,"score_spread":0.20488835313300854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286681559","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":[0.20211454,0.0027814931,0.64370894,0.0023291043,0.0020891132,0.0006285716,0.002321289,0.024168342,0.11985865],"genre_scores_gemma":[0.3906554,0.0019862067,0.238831,0.001006217,0.0002291733,0.00047357377,0.0031620231,0.0035360518,0.36012033],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940014,0.00004408716,0.000042157182,0.0001571788,0.00027871918,0.000077799654],"domain_scores_gemma":[0.99937123,0.00014371837,0.000055919896,0.00009121184,0.0002926703,0.000045330464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005005398,0.0011098423,0.00056906196,0.00066205574,0.0006524825,0.0022334834,0.0008266962,0.00086346304,0.03878782],"category_scores_gemma":[0.0009724795,0.00050983665,0.0005483885,0.0005734387,0.00047253745,0.0014997063,0.0010367571,0.0011303934,0.016541312],"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":[0.0006004529,0.00012635846,0.0014393295,0.00043441835,0.00003413047,0.00070706994,0.0006170062,0.0017554449,0.78714234,0.0051466366,0.012036955,0.18995985],"study_design_scores_gemma":[0.00004440501,0.00033222107,0.0012721854,0.000045856053,0.000056065564,0.00077030814,0.00033433372,0.0133267,0.81470597,0.0012606364,0.16778386,0.00006742783],"about_ca_topic_score_codex":0.0011660636,"about_ca_topic_score_gemma":0.0015627549,"teacher_disagreement_score":0.03878782,"about_ca_system_score_codex":0.00063853234,"about_ca_system_score_gemma":0.000805857,"threshold_uncertainty_score":0.12975818},"labels":[],"label_agreement":null},{"id":"W4286809494","doi":"10.24076/joism.2022v4i1.766","title":"SIMULASI KONTROL DAN MONITORING RUMAH PINTAR DENGAN TEKNOLOGI INTERNET OF THINGS","year":2022,"lang":"id","type":"article","venue":"Journal of Information System Management (JOISM)","topic":"IoT-based Control Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Physics; Internet of Things; Operating system; Computer science; Embedded system","score_opus":0.009793037184478057,"score_gpt":0.20870161501474918,"score_spread":0.19890857783027113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286809494","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":[0.6171205,0.00065215566,0.28927317,0.0013107199,0.0006998811,0.00057897595,0.0028578455,0.009030127,0.07847655],"genre_scores_gemma":[0.958547,0.00034427957,0.021919442,0.00009410697,0.000015486443,0.00019187406,0.0009241691,0.00020306006,0.017760461],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997484,0.000034052042,0.000015883526,0.000043422835,0.00011306483,0.00004515347],"domain_scores_gemma":[0.99970263,0.00009485043,0.000025130681,0.000054914017,0.00009861972,0.000023732517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002843371,0.00063772313,0.00041471858,0.00027581266,0.00046385167,0.0009569274,0.000785081,0.0008517571,0.0077702943],"category_scores_gemma":[0.00078774965,0.00029054287,0.00066390994,0.00020487636,0.0003599919,0.0008423405,0.00050918903,0.0007478704,0.0012048555],"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":[0.0007370893,0.00030928542,0.012419252,0.0010594582,0.00011703314,0.0012785253,0.0007926395,0.82527155,0.08146333,0.010502891,0.008041607,0.05800736],"study_design_scores_gemma":[0.00007871849,0.00035256983,0.004291112,0.000058895555,0.00006668435,0.0003001647,0.00041525945,0.94937617,0.028422585,0.0033478385,0.013244919,0.00004510196],"about_ca_topic_score_codex":0.00548853,"about_ca_topic_score_gemma":0.004671486,"teacher_disagreement_score":0.0077702943,"about_ca_system_score_codex":0.0004023084,"about_ca_system_score_gemma":0.0006012429,"threshold_uncertainty_score":0.025994241},"labels":[],"label_agreement":null},{"id":"W4293220740","doi":"10.30996/elsains.v4i1.6431","title":"Purwarupa Alat Komunikasi dan Monitoring Pada Rumah Sakit Menggunakan Li-Fi untuk Mengurangi Gangguan Gelombang Elektromagnetik Pada Alat Medis","year":2022,"lang":"id","type":"article","venue":"El Sains Jurnal Elektro","topic":"IoT-based Control Systems","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":"Tellabs (Canada)","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.011688353757124867,"score_gpt":0.23767040199506065,"score_spread":0.22598204823793577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293220740","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":[0.57505274,0.027676523,0.21652925,0.0062222863,0.002552781,0.0015261847,0.0038220992,0.010161402,0.15645672],"genre_scores_gemma":[0.68817264,0.012820561,0.11306913,0.002560579,0.000701792,0.0010546626,0.002435729,0.0013593544,0.17782553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899024,0.00012426621,0.00005896223,0.00021528544,0.00051069737,0.0001006137],"domain_scores_gemma":[0.99863005,0.00036690166,0.00013921468,0.00019292484,0.0005585032,0.00011252842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100768,0.0010053292,0.00080207334,0.0009670753,0.000870272,0.0021398661,0.00082032516,0.0010565792,0.01649782],"category_scores_gemma":[0.0014150133,0.0005491538,0.0006466105,0.00068490463,0.00064224127,0.001979292,0.0011788006,0.0013833704,0.005798847],"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":[0.00092870346,0.00020262989,0.002735724,0.0010972114,0.00006717094,0.00044400143,0.00047800614,0.0004482239,0.8423519,0.0013594499,0.0058872043,0.14399974],"study_design_scores_gemma":[0.000069013935,0.0011552381,0.010238967,0.0001721124,0.00016708329,0.0011180461,0.00044129972,0.0027593272,0.84829694,0.0013169475,0.13417004,0.00009510345],"about_ca_topic_score_codex":0.0009014184,"about_ca_topic_score_gemma":0.0014651687,"teacher_disagreement_score":0.01649782,"about_ca_system_score_codex":0.00057717535,"about_ca_system_score_gemma":0.0007359715,"threshold_uncertainty_score":0.055190682},"labels":[],"label_agreement":null},{"id":"W4311510613","doi":"10.18280/i2m.210504","title":"Monitoring and Automation of Temperature Control Based on Mobile Application Technology (MAT) for Precision Oyster Mushroom Cultivation","year":2022,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Ahmad Dahlan; Kementerian Riset, Teknologi dan Pendidikan Tinggi","keywords":"Oyster; Mushroom; Thermoelectric cooling; Computer science; Temperature control; Environmental science; Reading (process); Automation; Microcontroller; Air temperature; Real-time computing; Remote sensing; Automotive engineering; Computer hardware; Engineering; Thermoelectric effect; Meteorology; Mechanical engineering; Geology; Ecology; Biology","score_opus":0.009241657764630325,"score_gpt":0.26851103937320414,"score_spread":0.2592693816085738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311510613","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":[0.6576843,0.0018353905,0.32759893,0.00023807753,0.00022660726,0.00037708657,0.00048611301,0.002967439,0.008586032],"genre_scores_gemma":[0.9521634,0.0003728595,0.04487956,0.000058088117,0.000038192502,0.00009153721,0.00016305764,0.000030348163,0.002203053],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999617,0.0000525998,0.000021404221,0.00009517565,0.00018131958,0.000032376447],"domain_scores_gemma":[0.9996755,0.00006350797,0.00005403459,0.000046471756,0.00014562512,0.000014914812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599048,0.00034547923,0.00022032911,0.00050450134,0.0002072239,0.00028936108,0.00038646642,0.00026648727,0.0010654909],"category_scores_gemma":[0.00047446133,0.00014174319,0.00018793912,0.0004182156,0.00011452006,0.00037232556,0.00028081113,0.00021644724,0.00037974783],"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":[0.00053992,0.00018013036,0.027732931,0.00046720344,0.000049553757,0.00030032365,0.00032569404,0.004044371,0.58304477,0.0008466709,0.0022745598,0.38019392],"study_design_scores_gemma":[0.00014395457,0.0031487027,0.15288708,0.00015271729,0.00032075503,0.0020499495,0.00048221665,0.15945387,0.6450721,0.0012359872,0.034918316,0.00013427656],"about_ca_topic_score_codex":0.0008069132,"about_ca_topic_score_gemma":0.0011233274,"teacher_disagreement_score":0.0010654909,"about_ca_system_score_codex":0.00016356574,"about_ca_system_score_gemma":0.00020657289,"threshold_uncertainty_score":0.0035644174},"labels":[],"label_agreement":null},{"id":"W4312459643","doi":"10.33322/kilat.v11i1.1531","title":"Evaluasi Distributed Control System pada PLTU dengan Failure Mode, Effect and Criticaly Analysis (FMECA)","year":2022,"lang":"en","type":"article","venue":"Kilat","topic":"IoT-based Control Systems","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":"Positive Living North","funders":"","keywords":"Failure mode, effects, and criticality analysis; Failure mode and effects analysis; Reliability engineering; Preventive maintenance; Engineering; Maintenance engineering; Reliability (semiconductor); Power (physics)","score_opus":0.003341258025721911,"score_gpt":0.21540178693230336,"score_spread":0.21206052890658145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312459643","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":[0.32503182,0.0009910074,0.6529121,0.00018645923,0.000114129376,0.00069640484,0.00070835627,0.002282286,0.017077435],"genre_scores_gemma":[0.9565794,0.00017179176,0.040111925,0.00002033992,0.000017059348,0.00023036405,0.00030650437,0.00004014516,0.0025224062],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99932814,0.00013464173,0.000040601964,0.00013454868,0.00030398695,0.0000581033],"domain_scores_gemma":[0.9982774,0.0007756924,0.00015665495,0.00007166026,0.00067670253,0.00004195853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010726486,0.0008042503,0.00041754838,0.0012442411,0.0005655538,0.00096907595,0.000295745,0.00024279772,0.0036121414],"category_scores_gemma":[0.0024640665,0.00013221244,0.00037672836,0.0004328363,0.00023849758,0.00074497255,0.0003093371,0.0003748487,0.00021191768],"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":[0.0010465697,0.0004538197,0.031205738,0.0011865604,0.00025175975,0.0004539933,0.00057511154,0.43149084,0.043321162,0.0068249283,0.0034905393,0.47969896],"study_design_scores_gemma":[0.00006647094,0.0009936951,0.020669864,0.00007138313,0.00013717139,0.0002127139,0.00027508277,0.9526447,0.017684102,0.0026865536,0.004511316,0.000046974616],"about_ca_topic_score_codex":0.005569183,"about_ca_topic_score_gemma":0.0053628027,"teacher_disagreement_score":0.005569183,"about_ca_system_score_codex":0.0008786254,"about_ca_system_score_gemma":0.0009849843,"threshold_uncertainty_score":0.012083769},"labels":[],"label_agreement":null},{"id":"W4321479672","doi":"10.33633/tc.v22i1.7166","title":"Estimasi Galat Sebagai Kompensasi Hasil Pembacaan Sensor Suhu Non-Sentuh Menggunakan Regresi Linier","year":2023,"lang":"id","type":"article","venue":"Techno Com","topic":"IoT-based Control Systems","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":"Adidas (Canada)","funders":"","keywords":"Physics","score_opus":0.020202628914627298,"score_gpt":0.25860423858427795,"score_spread":0.23840160966965065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321479672","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":[0.3623513,0.003422137,0.59458673,0.0010181165,0.0007730397,0.0003659076,0.0028464277,0.004027365,0.030608961],"genre_scores_gemma":[0.88907146,0.002015745,0.06988519,0.0003262587,0.00006823576,0.0003121248,0.00199929,0.00067368976,0.035647888],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882513,0.00016007824,0.000058358924,0.00032073754,0.0005083333,0.00012737878],"domain_scores_gemma":[0.99887615,0.0004481307,0.00009382301,0.00012847391,0.00041460537,0.000038782906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012181597,0.0014962679,0.0010506576,0.0008104059,0.00053284754,0.0018922258,0.00104417,0.0011201015,0.008215278],"category_scores_gemma":[0.0024445353,0.0006863526,0.0014190827,0.0007422847,0.00046198838,0.0016627144,0.0010224121,0.0013348706,0.0025287515],"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":[0.0019166408,0.0005619935,0.041047968,0.00220874,0.00055382197,0.00063264376,0.0015481161,0.17418538,0.4600318,0.005450793,0.008372554,0.30348957],"study_design_scores_gemma":[0.00005959153,0.0010009996,0.050126437,0.00026622214,0.0005526748,0.0004119328,0.0016598819,0.46373796,0.43689692,0.005051084,0.03990936,0.0003269608],"about_ca_topic_score_codex":0.009520341,"about_ca_topic_score_gemma":0.0104923975,"teacher_disagreement_score":0.009520341,"about_ca_system_score_codex":0.0010243518,"about_ca_system_score_gemma":0.0013642899,"threshold_uncertainty_score":0.027482867},"labels":[],"label_agreement":null},{"id":"W4367291408","doi":"10.46880/mtk.v8i2.1168","title":"RANCANGAN SISTEM NOTIFIKASI KEDATANGAN PEMBELI DENGAN SUARA MENGGUNAKAN ARDUINO","year":2022,"lang":"en","type":"article","venue":"METHODIKA Jurnal Teknik Informatika dan Sistem Informasi","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Buzzer; Arduino; Object (grammar); Computer science; Computer hardware; Liquid-crystal display; Computer graphics (images); Embedded system; Artificial intelligence; Electrical engineering; Operating system; Engineering","score_opus":0.01502311487454377,"score_gpt":0.2357445708984816,"score_spread":0.22072145602393783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367291408","genre_codex":"other","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":[0.113469996,0.018014789,0.22677143,0.0017688308,0.0032829696,0.0011529699,0.0043697706,0.08179845,0.5493708],"genre_scores_gemma":[0.48076463,0.00708388,0.1017296,0.00091708545,0.00047330148,0.00070950825,0.004020631,0.0020927459,0.40220866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941134,0.00006764186,0.000042314823,0.00016311213,0.00025099664,0.000064538035],"domain_scores_gemma":[0.9995328,0.00007984807,0.000034700155,0.000059737664,0.00026375774,0.000029120976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040268077,0.000918313,0.0006709366,0.0005969498,0.00046770438,0.0015029107,0.00075392774,0.00050721114,0.060312264],"category_scores_gemma":[0.0008489245,0.00023861154,0.0001916459,0.0005140405,0.00022736962,0.000955375,0.0005690302,0.0005205364,0.025740601],"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":[0.0013107314,0.00017894666,0.0012830184,0.0016527259,0.000054305252,0.0010774073,0.00065383466,0.0011058201,0.11828529,0.006567782,0.07032951,0.79750067],"study_design_scores_gemma":[0.00015794933,0.00082602893,0.0070454194,0.00031968896,0.00016135041,0.0023725694,0.00048276613,0.009895069,0.14601307,0.0020439783,0.8304888,0.00019334904],"about_ca_topic_score_codex":0.000664051,"about_ca_topic_score_gemma":0.0007552081,"teacher_disagreement_score":0.060312264,"about_ca_system_score_codex":0.00028584505,"about_ca_system_score_gemma":0.00028896052,"threshold_uncertainty_score":0.20176464},"labels":[],"label_agreement":null},{"id":"W4375827622","doi":"10.46880/mtk.v9i1.1183","title":"RANCANGAN SISTEM NOTIFIKASI KEDATANGAN PEMBELI DENGAN SUARA MENGGUNAKAN ARDUINO","year":2023,"lang":"id","type":"article","venue":"METHODIKA Jurnal Teknik Informatika dan Sistem Informasi","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.03273503605153607,"score_gpt":0.279300126269073,"score_spread":0.24656509021753695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375827622","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":[0.23733816,0.03424598,0.34140494,0.0054474203,0.0053278827,0.0013014482,0.0032756696,0.03617264,0.33548597],"genre_scores_gemma":[0.6229067,0.011575896,0.06557653,0.0015641593,0.0007936437,0.0004607498,0.0029770383,0.0012988128,0.2928465],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991929,0.00007711795,0.00005437731,0.00015526016,0.00041976853,0.000100507896],"domain_scores_gemma":[0.999037,0.00016028988,0.000060958875,0.00012385308,0.0005538543,0.000063916035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061927503,0.0009583115,0.0009193823,0.0006639516,0.0010311764,0.002565363,0.0009074183,0.0010649398,0.027304212],"category_scores_gemma":[0.0010891363,0.0004244454,0.00050615106,0.0006083571,0.0004257533,0.0016485315,0.00089149614,0.00093605486,0.013753086],"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":[0.001346466,0.00022574182,0.0042799623,0.0022886845,0.00013135948,0.001777442,0.00095909904,0.0033092925,0.38808736,0.008291794,0.04550451,0.54379827],"study_design_scores_gemma":[0.00015487713,0.0012973262,0.01262966,0.00047104512,0.0004270766,0.002724499,0.0010735368,0.023659838,0.35342482,0.0039062467,0.6000027,0.00022825964],"about_ca_topic_score_codex":0.0019627241,"about_ca_topic_score_gemma":0.0025441356,"teacher_disagreement_score":0.027304212,"about_ca_system_score_codex":0.00070694066,"about_ca_system_score_gemma":0.0009633514,"threshold_uncertainty_score":0.091341674},"labels":[],"label_agreement":null},{"id":"W4381621764","doi":"10.31315/psb.v4i1.8907","title":"Karakteristik dan Potensi Mata Air Panas Untuk Pengeringan Biji Kopi Di Candi Gedong Songo, Desa Candi, Kecamatan Bandungan, Kabupaten Semarang, Provinsi Jawa Tengah","year":2023,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Teknik Lingkungan Kebumian SATU BUMI","topic":"IoT-based Control Systems","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Physics; Chemistry","score_opus":0.019786143206998025,"score_gpt":0.24246377434642785,"score_spread":0.22267763113942982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381621764","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":[0.899853,0.027668664,0.013616897,0.0039005403,0.000833062,0.00042873647,0.00444586,0.00045679515,0.04879629],"genre_scores_gemma":[0.9469008,0.010645244,0.0082603805,0.00082517986,0.00013409142,0.00023391626,0.0021362954,0.00012860393,0.030735567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858415,0.0002735151,0.0000771598,0.00038191242,0.00044084978,0.0002425128],"domain_scores_gemma":[0.99876875,0.00025016774,0.00032079685,0.000103291095,0.00039005527,0.00016700117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009108346,0.0011013678,0.0009251605,0.0012851047,0.0015246572,0.0032698852,0.0007316554,0.0013997109,0.015674563],"category_scores_gemma":[0.0016131111,0.0007601829,0.0014629393,0.0012560155,0.0011789915,0.0014301288,0.00143976,0.0017287963,0.002368055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030150504,0.00086448167,0.3787872,0.0053482996,0.0009486618,0.0063316505,0.008168763,0.0018436832,0.36083472,0.0044676536,0.01083147,0.21855843],"study_design_scores_gemma":[0.00008356294,0.0018245812,0.72985834,0.0010613932,0.0010917465,0.00875389,0.023391685,0.001942388,0.10220915,0.0053414786,0.12412421,0.0003175243],"about_ca_topic_score_codex":0.013144212,"about_ca_topic_score_gemma":0.018670259,"teacher_disagreement_score":0.015674563,"about_ca_system_score_codex":0.0011438929,"about_ca_system_score_gemma":0.0017898295,"threshold_uncertainty_score":0.05243665},"labels":[],"label_agreement":null},{"id":"W4382287925","doi":"10.59697/jtik.v7i1.24","title":"RANCANGAN SISTEM NOTIFIKASI KEDATANGAN PEMBELI DENGAN SUARA MENGGUNAKAN ARDUINO","year":2023,"lang":"id","type":"article","venue":"JTIK (Jurnal Teknik Informatika Kaputama)","topic":"IoT-based Control Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.020911060135689892,"score_gpt":0.24925379995299168,"score_spread":0.2283427398173018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382287925","genre_codex":"other","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":[0.18471397,0.02533514,0.27586082,0.0053846505,0.0046549654,0.0012583344,0.0027859202,0.042909775,0.45709643],"genre_scores_gemma":[0.50517356,0.009175704,0.06735248,0.0015566198,0.00074324524,0.00041743362,0.0026023628,0.0014049,0.4115737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924845,0.00007426377,0.000047283596,0.00014826609,0.0003835701,0.000098185374],"domain_scores_gemma":[0.99908984,0.00014653755,0.000056365345,0.00012416902,0.0005116436,0.00007147277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059378485,0.0009989142,0.0007894972,0.00063065713,0.0011055013,0.0028446324,0.000982051,0.0010818384,0.042393472],"category_scores_gemma":[0.0010989483,0.00041917432,0.00042430803,0.0005537091,0.0004246174,0.0017793416,0.0010867252,0.00088556693,0.02049826],"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":[0.0012526208,0.00021505475,0.0037044107,0.0017063894,0.00010503334,0.0015100465,0.00096213154,0.0032798173,0.2641525,0.009830504,0.06344085,0.6498407],"study_design_scores_gemma":[0.00015447885,0.001111673,0.010934595,0.00040186537,0.00031822393,0.0021508334,0.0010361932,0.025532294,0.24011615,0.0036800175,0.71438175,0.00018197249],"about_ca_topic_score_codex":0.0027337668,"about_ca_topic_score_gemma":0.0037389568,"teacher_disagreement_score":0.042393472,"about_ca_system_score_codex":0.0007896594,"about_ca_system_score_gemma":0.00087661383,"threshold_uncertainty_score":0.14182031},"labels":[],"label_agreement":null},{"id":"W4385386556","doi":"10.18280/ijsse.130301","title":"Prototyping an IoT-Platform Embedded Device to Prevent the Failure of the Battery System at the Kedungbadak-Bogor Substation","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Battery (electricity); Embedded system; Internet of Things; Rapid prototyping; Computer science; Engineering; Reliability engineering; Automotive engineering; Mechanical engineering; Physics","score_opus":0.007421764349528845,"score_gpt":0.2251366159260995,"score_spread":0.21771485157657064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385386556","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":[0.73253816,0.00047999827,0.2409873,0.00039927667,0.00025984948,0.001015745,0.0004011394,0.003946285,0.019972282],"genre_scores_gemma":[0.8932765,0.00030843687,0.09486718,0.00007863486,0.000014412048,0.0002724907,0.00022857932,0.000116566545,0.010837246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997315,0.00005696612,0.000021309716,0.000040959847,0.000094651936,0.000054572854],"domain_scores_gemma":[0.99977523,0.00004786344,0.00002066626,0.000044750926,0.00008077961,0.00003071433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003320359,0.0003887704,0.00025756157,0.0002789507,0.00023341742,0.0005292696,0.0009125011,0.00035741436,0.0031862902],"category_scores_gemma":[0.00055304,0.00019980781,0.00034034578,0.00013381026,0.00021034948,0.0005598312,0.00045977792,0.00026260762,0.0007453479],"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":[0.0006832772,0.0005336981,0.010690217,0.0021188804,0.00011177035,0.004115356,0.002365577,0.02715694,0.73843515,0.0052892333,0.0056640296,0.2028358],"study_design_scores_gemma":[0.00050240534,0.009718354,0.06646347,0.00048073175,0.00035537852,0.004680185,0.0024733057,0.13766591,0.63574207,0.0017539326,0.13994734,0.00021697102],"about_ca_topic_score_codex":0.00073891954,"about_ca_topic_score_gemma":0.00091588957,"teacher_disagreement_score":0.0031862902,"about_ca_system_score_codex":0.00019185542,"about_ca_system_score_gemma":0.0003548035,"threshold_uncertainty_score":0.010659158},"labels":[],"label_agreement":null},{"id":"W4386419384","doi":"10.60076/indotech.v1i2.42","title":"Internet Of Things Based Milling Machine Design Using Esp8266 Nodemcu","year":2023,"lang":"id","type":"article","venue":"Indonesian Journal of Education And Computer Science","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Operating system; Computer science; Physics; Embedded system","score_opus":0.03777651286154861,"score_gpt":0.2753423350130097,"score_spread":0.2375658221514611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386419384","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":[0.27597794,0.0010785571,0.5591585,0.0010416798,0.0012678765,0.0012054582,0.0011109672,0.019728042,0.13943096],"genre_scores_gemma":[0.7684006,0.0003504046,0.15303013,0.00026064357,0.000053995198,0.00038144545,0.00069523614,0.00042845882,0.07639907],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956685,0.000045081764,0.00003385858,0.00008662416,0.00021855229,0.000049042123],"domain_scores_gemma":[0.9996711,0.000043230364,0.00003723554,0.000069534166,0.00015265259,0.000026351274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003759002,0.0005407646,0.00030949432,0.0005871075,0.00039443834,0.00079291564,0.00083137845,0.00061824714,0.013262308],"category_scores_gemma":[0.0004916745,0.0002938916,0.00046697736,0.00035053433,0.00023287149,0.00066054973,0.0003501921,0.000354686,0.0030861602],"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":[0.0010345688,0.00035994095,0.008011289,0.00095115503,0.00010254218,0.0017551067,0.00064538943,0.031306177,0.43808702,0.010356434,0.027723376,0.47966698],"study_design_scores_gemma":[0.00024080474,0.0032782818,0.023077799,0.00014689716,0.00022908424,0.0024325766,0.0005548038,0.19909072,0.46736196,0.0044529303,0.29888186,0.00025230704],"about_ca_topic_score_codex":0.0009866472,"about_ca_topic_score_gemma":0.0018270523,"teacher_disagreement_score":0.013262308,"about_ca_system_score_codex":0.000344112,"about_ca_system_score_gemma":0.00038090427,"threshold_uncertainty_score":0.044366837},"labels":[],"label_agreement":null},{"id":"W4386420370","doi":"10.60076/indotech.v1i2.60","title":"Design and Build of a Microcontroller Robot Arm with Smartphone Control Based on the Internet of Things","year":2023,"lang":"id","type":"article","venue":"Indonesian Journal of Education And Computer Science","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Humanities; Operating system; Art","score_opus":0.011312221091190604,"score_gpt":0.22541243410962186,"score_spread":0.21410021301843127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386420370","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":[0.106240585,0.0023520004,0.8197492,0.0011561279,0.0011448046,0.0015137781,0.00048765753,0.01648995,0.05086593],"genre_scores_gemma":[0.6995948,0.0010468047,0.22622943,0.0006530109,0.00013841107,0.0012848184,0.0005838279,0.00050283055,0.06996604],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943227,0.000041081592,0.0000472679,0.000117200114,0.00029431333,0.00006779569],"domain_scores_gemma":[0.9996339,0.00004130274,0.000058914415,0.000048328064,0.00017462058,0.00004301873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032177626,0.0007451767,0.0006507502,0.00061752426,0.0003854151,0.00064040243,0.0014122858,0.00094443816,0.006918585],"category_scores_gemma":[0.00055698294,0.0005046894,0.00071915117,0.00019781927,0.00027453998,0.00063236465,0.000525195,0.0005137229,0.002398349],"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":[0.00070340786,0.0003525934,0.006771362,0.002803527,0.00020682382,0.002559645,0.0008286439,0.021837285,0.45444858,0.006620597,0.018275931,0.4845916],"study_design_scores_gemma":[0.00045458874,0.0073359385,0.03412874,0.0005525287,0.00075686694,0.0077584567,0.0005680121,0.22964105,0.36780545,0.0031008837,0.3474161,0.00048131825],"about_ca_topic_score_codex":0.0012938762,"about_ca_topic_score_gemma":0.0012062582,"teacher_disagreement_score":0.006918585,"about_ca_system_score_codex":0.00022319706,"about_ca_system_score_gemma":0.0006464272,"threshold_uncertainty_score":0.02314496},"labels":[],"label_agreement":null},{"id":"W4387216863","doi":"10.59697/jik.v4i1.346","title":"PENERAPAN INTERNET OF THINGS PADA SISTEM KONTROL PENERANGAN RUMAH BERBASIS WEB APPLICATION MENGGUNAKAN METODE LOGIKA FUZZY","year":2020,"lang":"en","type":"article","venue":"Jurnal Informatika Kaputama (JIK)","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Microcontroller; Computer science; Fuzzy logic; Internet of Things; Forgetting; The Internet; Home automation; Fuzzy control system; Multimedia; Real-time computing; Embedded system; Artificial intelligence; World Wide Web; Telecommunications","score_opus":0.011931955950892768,"score_gpt":0.20910259262944375,"score_spread":0.19717063667855098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387216863","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":[0.07244458,0.01662915,0.58440447,0.0038475664,0.0027941342,0.00064408773,0.001567711,0.016197369,0.30147105],"genre_scores_gemma":[0.50103545,0.017174404,0.25746906,0.001006107,0.00076019135,0.00065546215,0.004167156,0.000994447,0.21673769],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953043,0.00007439561,0.000056892724,0.0000954237,0.00019760279,0.00004538761],"domain_scores_gemma":[0.99959296,0.00012405717,0.00002545331,0.000049598377,0.00018264775,0.000025211793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005124325,0.0005255107,0.0005021936,0.00090320274,0.00064350094,0.0023658753,0.00042667537,0.0006853228,0.013329436],"category_scores_gemma":[0.00096994644,0.0002285921,0.0003438511,0.0008158533,0.0003531703,0.0018525709,0.0007119998,0.00082329864,0.006531259],"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":[0.00038572963,0.00021529262,0.0013045251,0.0009083213,0.000058248683,0.0012713845,0.0006195046,0.0048954184,0.025691519,0.032929298,0.039154273,0.8925663],"study_design_scores_gemma":[0.000112596375,0.00033240335,0.0058906083,0.0007620364,0.00013033474,0.0033448862,0.0013049961,0.1195784,0.044789203,0.041163206,0.782426,0.0001653706],"about_ca_topic_score_codex":0.0013029582,"about_ca_topic_score_gemma":0.00086988776,"teacher_disagreement_score":0.013329436,"about_ca_system_score_codex":0.0003473569,"about_ca_system_score_gemma":0.00060654955,"threshold_uncertainty_score":0.044591427},"labels":[],"label_agreement":null},{"id":"W4387364801","doi":"10.59934/jaiea.v3i1.308","title":"Design of an Automatic Water Faucet System Using the IOT Based HC-SR04 Sensor","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Microcontroller; Internet of Things; Computer science; Context (archaeology); Container (type theory); Arduino; Software; Node (physics); Relay; Embedded system; Engineering; Operating system","score_opus":0.0465538682742802,"score_gpt":0.2655770238126332,"score_spread":0.219023155538353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387364801","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":[0.17463224,0.00053653575,0.7804403,0.0009113603,0.0005029536,0.0011149892,0.00043191362,0.008822157,0.032607697],"genre_scores_gemma":[0.81838566,0.00031108464,0.16378485,0.00035271794,0.000068728106,0.00052323623,0.00030808174,0.00009130464,0.01617438],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996394,0.000040109022,0.000026881124,0.00011187785,0.00015069319,0.000030975058],"domain_scores_gemma":[0.9998839,0.000013098245,0.000015910908,0.000013314743,0.000060733986,0.000013096022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021300533,0.00037381164,0.0005015891,0.00034633843,0.0005128652,0.0005578389,0.0011259237,0.0005865098,0.0023524538],"category_scores_gemma":[0.0001706266,0.00027640996,0.0004700363,0.00020364297,0.0002154281,0.0005551364,0.0003887079,0.00030419364,0.0008220871],"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":[0.00054034014,0.00039176375,0.008900946,0.0007876395,0.00016309525,0.0015001964,0.00061329606,0.047640607,0.7195034,0.008881706,0.009189065,0.20188786],"study_design_scores_gemma":[0.0002630087,0.0020551407,0.013088385,0.00012708255,0.00023048224,0.0020092747,0.00028941667,0.575981,0.32175875,0.002527448,0.08148148,0.00018853816],"about_ca_topic_score_codex":0.0015628329,"about_ca_topic_score_gemma":0.0013629847,"teacher_disagreement_score":0.0023524538,"about_ca_system_score_codex":0.00036676592,"about_ca_system_score_gemma":0.0005887485,"threshold_uncertainty_score":0.00786972},"labels":[],"label_agreement":null},{"id":"W4387376597","doi":"10.59934/jaiea.v3i1.255","title":"IoT-based Hydroponic Plant Monitoring System","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"SAFER; Microcontroller; Automation; Arduino; Computer science; Software; Embedded system; Internet of Things; Factory (object-oriented programming); Real-time computing; Engineering; Operating system; Computer security","score_opus":0.025949469621198592,"score_gpt":0.24748572920685977,"score_spread":0.22153625958566117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387376597","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":[0.33369893,0.0018508438,0.52419454,0.001122016,0.0011326855,0.0013294873,0.004106609,0.05397717,0.07858763],"genre_scores_gemma":[0.9458492,0.00044114422,0.03241276,0.0003833212,0.00011668877,0.00041456925,0.0014646181,0.00014624302,0.018771408],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961627,0.00003183896,0.000037293696,0.000111303474,0.00017111702,0.000032161686],"domain_scores_gemma":[0.9997135,0.000039574035,0.00004517161,0.00004199037,0.00013174248,0.00002801839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019637766,0.0004500954,0.00052433513,0.00065333623,0.0003956404,0.00057023665,0.0009120518,0.00056755176,0.0073609953],"category_scores_gemma":[0.00035906184,0.00020632191,0.00023849054,0.0003872826,0.0001292964,0.0007527568,0.0005232707,0.00028569167,0.002142917],"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":[0.0016961509,0.0007458642,0.017331595,0.0014980139,0.00016935171,0.0022690482,0.00055500964,0.027573768,0.3655,0.0035510305,0.045467615,0.5336426],"study_design_scores_gemma":[0.0005715532,0.0017455767,0.04143693,0.00028078852,0.0003835849,0.00299595,0.00035488664,0.59341466,0.24609937,0.003907901,0.10851842,0.00029038294],"about_ca_topic_score_codex":0.0010950096,"about_ca_topic_score_gemma":0.0010889948,"teacher_disagreement_score":0.0073609953,"about_ca_system_score_codex":0.00032265173,"about_ca_system_score_gemma":0.00035741655,"threshold_uncertainty_score":0.024625003},"labels":[],"label_agreement":null},{"id":"W4387401647","doi":"10.59934/jaiea.v3i1.332","title":"Design Of Electric Switching Systems For Electronic Equipment In Home Based Internet of Thing (IoT)","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Microcontroller; Computer science; Android (operating system); Internet of Things; Embedded system; Electronics; Incandescent light bulb; Computer hardware; Mobile device; The Internet; Electrical engineering; Operating system; Engineering","score_opus":0.02820018286927378,"score_gpt":0.2563137351119752,"score_spread":0.2281135522427014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387401647","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":[0.05605297,0.0005763119,0.88082314,0.00027113126,0.00025820476,0.00051305117,0.0001301253,0.0026785508,0.058696587],"genre_scores_gemma":[0.772042,0.0005187256,0.19488943,0.00016510028,0.000053883945,0.00046825566,0.00020085087,0.00021227213,0.031449556],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978906,0.000038974893,0.000012750224,0.00004343508,0.00008913702,0.000026657995],"domain_scores_gemma":[0.9998944,0.000013265072,0.000012010424,0.000012525674,0.000058511054,0.000009218474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022863418,0.0003443668,0.00027945807,0.00036436666,0.0004288911,0.00073034223,0.0006628165,0.00039524082,0.005678978],"category_scores_gemma":[0.00026838967,0.00022527669,0.00033607922,0.00019786171,0.0001903841,0.00046691482,0.00028308603,0.00024503144,0.0012654817],"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":[0.0003497051,0.00042548415,0.003771172,0.0011699817,0.00016419738,0.0010557196,0.0008533841,0.10894891,0.34073868,0.08415012,0.01621391,0.4421588],"study_design_scores_gemma":[0.00020739141,0.0016841221,0.0072278,0.00021481076,0.00030766876,0.0015828129,0.00045170757,0.5251579,0.1675658,0.015734307,0.2797694,0.00009642039],"about_ca_topic_score_codex":0.00071374094,"about_ca_topic_score_gemma":0.001140821,"teacher_disagreement_score":0.005678978,"about_ca_system_score_codex":0.000389555,"about_ca_system_score_gemma":0.00038205707,"threshold_uncertainty_score":0.018998086},"labels":[],"label_agreement":null},{"id":"W4387402050","doi":"10.59934/jaiea.v3i1.354","title":"Decision Support System at PDAM Tirta Sari City of Binjai Using the Decision Tree Method in Determining Maintenance Actions for Clean Water Distribution Networks","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"IoT-based Control Systems","field":"Computer Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Decision tree; Ranking (information retrieval); Distribution (mathematics); Water supply; Mathematics; Operations research; Computer science; Artificial intelligence; Environmental engineering; Environmental science","score_opus":0.049998548142891265,"score_gpt":0.3156455290797811,"score_spread":0.2656469809368898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387402050","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":[0.14083464,0.0011004572,0.75219965,0.001612503,0.0003852714,0.001718353,0.010805838,0.063675806,0.027667435],"genre_scores_gemma":[0.5627825,0.00069154036,0.41446832,0.00023379107,0.00008115745,0.0009466878,0.007801495,0.00043408194,0.012560416],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993749,0.00012613405,0.000083105726,0.00015190008,0.0001953662,0.00006857429],"domain_scores_gemma":[0.99865437,0.00063222134,0.00009923124,0.000088746274,0.00040389373,0.00012143395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012562381,0.00065723417,0.00075403944,0.0017351139,0.0008373916,0.0019955111,0.0008558779,0.0006259755,0.012945893],"category_scores_gemma":[0.0025263317,0.0003356575,0.00073583575,0.0011578498,0.00020270787,0.0010779292,0.0006725518,0.0006826359,0.0029575725],"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":[0.0020581065,0.0007976512,0.011618919,0.0012135414,0.00028496527,0.0021173418,0.00086105417,0.22852547,0.020789767,0.009318655,0.07451768,0.6478968],"study_design_scores_gemma":[0.00019087933,0.00013016567,0.002190683,0.000093615876,0.00006267374,0.0001696452,0.00024787613,0.9650813,0.00859238,0.0031077843,0.020086184,0.000046865494],"about_ca_topic_score_codex":0.00971659,"about_ca_topic_score_gemma":0.0056802835,"teacher_disagreement_score":0.012945893,"about_ca_system_score_codex":0.00086928543,"about_ca_system_score_gemma":0.0017899472,"threshold_uncertainty_score":0.043308318},"labels":[],"label_agreement":null},{"id":"W4387932141","doi":"10.55340/jiu.v12i1.1299","title":"Peringatan Dini Banjir Menggunakan Multi Sensor Pada Prototype Aliran Sungai Berbasis Internet of Things","year":2023,"lang":"id","type":"article","venue":"JURNAL INFORMATIKA","topic":"IoT-based Control Systems","field":"Computer Science","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":"WiLAN (Canada)","funders":"","keywords":"Physics; Operating system; Forestry; Computer science; Geography","score_opus":0.024076154337443496,"score_gpt":0.2554798167189473,"score_spread":0.2314036623815038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387932141","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":[0.25067303,0.003478377,0.48439997,0.003225276,0.0028366817,0.0025922915,0.0035355466,0.050039507,0.19921933],"genre_scores_gemma":[0.60997605,0.0018080861,0.20549358,0.0011009119,0.00019360386,0.0013788263,0.002928877,0.00175388,0.17536609],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990677,0.00008934249,0.000055784843,0.00021463668,0.00046507656,0.00010751508],"domain_scores_gemma":[0.99922514,0.00010618288,0.00004303371,0.00013320603,0.00041016928,0.00008230711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008237416,0.00095671037,0.00061630306,0.000883104,0.0007089282,0.001710971,0.0012200605,0.00091137236,0.01812542],"category_scores_gemma":[0.0011572527,0.0004599123,0.00068891625,0.0004329351,0.0003676791,0.0022489992,0.0010953227,0.0008644658,0.005678442],"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":[0.0013703001,0.0007850385,0.008134383,0.0019016478,0.00016283557,0.0017314765,0.0017349817,0.006363893,0.43862623,0.008083282,0.037714284,0.49339157],"study_design_scores_gemma":[0.00018543596,0.0024707036,0.019326558,0.0003797944,0.0003665877,0.0024478834,0.0018853822,0.051274814,0.44560975,0.0040896353,0.47166467,0.000298728],"about_ca_topic_score_codex":0.0017594511,"about_ca_topic_score_gemma":0.0024032383,"teacher_disagreement_score":0.01812542,"about_ca_system_score_codex":0.0004642321,"about_ca_system_score_gemma":0.0007165314,"threshold_uncertainty_score":0.060635567},"labels":[],"label_agreement":null},{"id":"W4400220801","doi":"10.35718/specta.v8i1.1171","title":"Rancang Bangun Monitoring dan Pengendali Suhu, pH dan Kekeruhan Air pada Smart Akuarium","year":2024,"lang":"id","type":"article","venue":"SPECTA Journal of Technology","topic":"IoT-based Control Systems","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":"Inuit Tapiriit Kanatami","funders":"","keywords":"Physics; Environmental science","score_opus":0.009891680490453069,"score_gpt":0.2429011547061959,"score_spread":0.2330094742157428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400220801","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":[0.59857315,0.033887096,0.1588363,0.002850105,0.0024305037,0.0010733665,0.005761765,0.010213883,0.18637377],"genre_scores_gemma":[0.7876368,0.012984881,0.06896994,0.0010504882,0.0002812046,0.00048912445,0.0026713198,0.0006825589,0.12523368],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909294,0.00008641646,0.00004695353,0.00024351054,0.0004397442,0.00009053811],"domain_scores_gemma":[0.9994553,0.00010959503,0.00005911329,0.000059115882,0.00026172228,0.000055145167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057064765,0.0010290071,0.000946003,0.0008904519,0.0009583936,0.0021132324,0.00075605017,0.0009859675,0.0115747005],"category_scores_gemma":[0.0007176275,0.00054389617,0.00078889186,0.0008239905,0.00044596792,0.001983722,0.0010640003,0.0009338653,0.004603118],"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":[0.0012121204,0.00033223233,0.011863935,0.0026623416,0.00015733414,0.0007455486,0.0009178125,0.0020707669,0.6534677,0.0023224866,0.010411556,0.31383613],"study_design_scores_gemma":[0.000076343305,0.0014757741,0.03135116,0.00038517767,0.00050314324,0.0011933541,0.0018494738,0.013408178,0.70819336,0.0024018642,0.23891252,0.00024965015],"about_ca_topic_score_codex":0.003224545,"about_ca_topic_score_gemma":0.005719794,"teacher_disagreement_score":0.0115747005,"about_ca_system_score_codex":0.000560465,"about_ca_system_score_gemma":0.00090692815,"threshold_uncertainty_score":0.038721263},"labels":[],"label_agreement":null},{"id":"W4403905554","doi":"10.59934/jaiea.v4i1.636","title":"Design of a Safe Security System Based on Internet of Things Using Face and Fingerprint Detection","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Fingerprint (computing); Computer science; The Internet; Face (sociological concept); Computer security; Internet of Things; Internet privacy; Biometrics; Fingerprint recognition; Artificial intelligence; Computer vision; World Wide Web; Sociology","score_opus":0.02338016431141241,"score_gpt":0.24257746906465086,"score_spread":0.21919730475323845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403905554","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":[0.051960014,0.00034605747,0.9264492,0.00039566148,0.00032902937,0.0005278231,0.00014573475,0.0071714697,0.012674933],"genre_scores_gemma":[0.72261864,0.00048363325,0.25987086,0.00056564645,0.00013233263,0.0006686167,0.0003493693,0.00018687287,0.015123983],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994418,0.00005522679,0.000039040464,0.00013548325,0.0002660898,0.00006230639],"domain_scores_gemma":[0.9997085,0.000022404192,0.000035931538,0.000037717567,0.00016689007,0.000028489672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024320178,0.00059351523,0.00055947306,0.0007205004,0.0005853215,0.000624066,0.0011114796,0.00070402917,0.0025977867],"category_scores_gemma":[0.00032483265,0.00039121296,0.00057804026,0.00022941481,0.0002562399,0.00096862036,0.00054463017,0.00032400253,0.0014754778],"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":[0.0006179417,0.00033299963,0.008416672,0.00070114917,0.00021758779,0.0020606683,0.00057465286,0.020587208,0.51735884,0.015881397,0.012405484,0.42084548],"study_design_scores_gemma":[0.00027453812,0.003130012,0.016760873,0.0001937811,0.0005365444,0.00670584,0.0003744016,0.41846126,0.42925423,0.008851312,0.11502574,0.00043157558],"about_ca_topic_score_codex":0.0009182544,"about_ca_topic_score_gemma":0.0007840934,"teacher_disagreement_score":0.0025977867,"about_ca_system_score_codex":0.00030525404,"about_ca_system_score_gemma":0.00061741716,"threshold_uncertainty_score":0.008690417},"labels":[],"label_agreement":null},{"id":"W4409997481","doi":"10.60076/indotech.v3i1.1183","title":"Rancang Bangun Sistem Monitoring Emisi Gas Buang Pada Ruang Parkir Bawah Tanah Gedung Perkantoran Menggunakan Internet of Things (IoT)","year":2025,"lang":"id","type":"article","venue":"Indonesian Journal of Education And Computer Science","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Internet of Things; Computer science; Operating system; World Wide Web","score_opus":0.008127479909674145,"score_gpt":0.25066278141485393,"score_spread":0.2425353015051798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409997481","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":[0.53298944,0.010440492,0.17330647,0.004095574,0.0019001748,0.0013398353,0.005546421,0.02382351,0.24655809],"genre_scores_gemma":[0.81204206,0.003907543,0.045742847,0.0007209523,0.0001813948,0.00038517566,0.0033736469,0.0007900522,0.13285632],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938095,0.000061645034,0.000033870496,0.00016125166,0.0002746446,0.00008763389],"domain_scores_gemma":[0.9993444,0.00009232926,0.000050246923,0.000071435985,0.00038147127,0.000060090053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063954026,0.0008660363,0.0007211359,0.0011525358,0.0011102881,0.002336217,0.0007110277,0.0008057799,0.011110099],"category_scores_gemma":[0.00070323184,0.00041549356,0.0005196262,0.0013200965,0.00038501684,0.0018963595,0.0010987055,0.0008516321,0.004108119],"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":[0.001557013,0.00033913754,0.036165755,0.0020185781,0.00019485517,0.0019663044,0.0029209857,0.005637316,0.27081248,0.009119997,0.03854364,0.63072395],"study_design_scores_gemma":[0.00014987659,0.0013274224,0.076217875,0.000493944,0.0005845529,0.0019215901,0.005765735,0.05500203,0.32635784,0.0055996627,0.5262304,0.0003490681],"about_ca_topic_score_codex":0.0052496376,"about_ca_topic_score_gemma":0.006810205,"teacher_disagreement_score":0.011110099,"about_ca_system_score_codex":0.0007333418,"about_ca_system_score_gemma":0.0011901452,"threshold_uncertainty_score":0.037166953},"labels":[],"label_agreement":null},{"id":"W4410220378","doi":"10.62951/repeater.v3i2.407","title":"Rancang Bangun Pengembangan Robot Pembersih Sampah Berbasis Internet of Thing (IOT) Untuk Pemantauan dan Pengontrolan Jarak Jauh.","year":2025,"lang":"en","type":"article","venue":"Repeater","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Internet of Things; World Wide Web","score_opus":0.006776940006946523,"score_gpt":0.22480080055796126,"score_spread":0.21802386055101472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410220378","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":[0.50071234,0.0046439334,0.39563838,0.0010021378,0.0007150111,0.00067217875,0.00039401723,0.0046349247,0.09158706],"genre_scores_gemma":[0.8023454,0.001999714,0.14152904,0.00022741558,0.000047087397,0.00024790713,0.00041068852,0.00023589391,0.052956857],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997621,0.00002981982,0.000014150852,0.00006177367,0.00009679994,0.000035378765],"domain_scores_gemma":[0.999833,0.000034357094,0.000026795024,0.000030642434,0.000056451292,0.00001869025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000260877,0.0005640032,0.00035381905,0.000451416,0.0007065352,0.000854848,0.0005143427,0.0005104508,0.0060707424],"category_scores_gemma":[0.00030004655,0.00026799974,0.00037534875,0.00030898725,0.0004164262,0.0012102708,0.000647352,0.00036826864,0.0016789025],"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":[0.0005714848,0.0003048826,0.008166002,0.0013144126,0.000062024206,0.0012750797,0.0009532067,0.008070569,0.356837,0.006714723,0.0033420057,0.6123886],"study_design_scores_gemma":[0.00011221957,0.0032674582,0.046761394,0.0004190271,0.0002472734,0.004927484,0.0027318907,0.078946434,0.56006217,0.0048271716,0.29739386,0.000303524],"about_ca_topic_score_codex":0.0009582302,"about_ca_topic_score_gemma":0.0016699893,"teacher_disagreement_score":0.0060707424,"about_ca_system_score_codex":0.0002771005,"about_ca_system_score_gemma":0.0005982929,"threshold_uncertainty_score":0.020308614},"labels":[],"label_agreement":null},{"id":"W4413370577","doi":"10.62951/router.v3i2.609","title":"Pendeteksian Kebocoran pada Jaringan Pipa Berbasis Internet of Things (IoT) dengan Notifikasi dan Lokalisasi Sumber Kebocoran","year":2025,"lang":"en","type":"article","venue":"Router","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Internet of Things; Computer science; Computer security","score_opus":0.007811683498292022,"score_gpt":0.2229192519903641,"score_spread":0.21510756849207208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413370577","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":[0.36757687,0.027384907,0.25952363,0.0076299794,0.002661683,0.00080243405,0.0013873084,0.0066439193,0.32638922],"genre_scores_gemma":[0.731823,0.018339528,0.10113185,0.001435365,0.00022426392,0.00040819708,0.0013698936,0.00046151067,0.14480634],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932003,0.00006691531,0.000046741596,0.00016502009,0.00030034897,0.000101069556],"domain_scores_gemma":[0.9995408,0.00006739099,0.000048634156,0.000040643343,0.0002612407,0.00004137944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049435085,0.00082706386,0.00058445014,0.00083832,0.000984135,0.002608656,0.00062298146,0.00088991167,0.008204962],"category_scores_gemma":[0.00073523016,0.0003724944,0.00049509376,0.0008607899,0.00044735975,0.0023835225,0.0013472935,0.0008918806,0.0039083934],"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":[0.0007926337,0.00030829752,0.009666321,0.002118512,0.00008966012,0.0022724327,0.001556117,0.0063117445,0.11412102,0.019489,0.016040744,0.82723343],"study_design_scores_gemma":[0.0000995007,0.00082543754,0.027898366,0.00087383017,0.00028249068,0.004199232,0.0036956822,0.031036431,0.14620587,0.010627452,0.7739567,0.00029902396],"about_ca_topic_score_codex":0.0032282681,"about_ca_topic_score_gemma":0.003795103,"teacher_disagreement_score":0.008204962,"about_ca_system_score_codex":0.00092911,"about_ca_system_score_gemma":0.0021433095,"threshold_uncertainty_score":0.027448356},"labels":[],"label_agreement":null},{"id":"W4415379924","doi":"10.63821/ajpkm.v4i1.306","title":"Sistem Monitoring Tanaman Berbasis Internet of Things di SMK Telkom Bandung","year":2024,"lang":"","type":"article","venue":"Almufi Jurnal Pengabdian Kepada Masyarakat","topic":"IoT-based Control Systems","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Internet of Things; Arduino; The Internet","score_opus":0.014953532234256718,"score_gpt":0.23594889011454076,"score_spread":0.22099535788028404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415379924","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":[0.37904245,0.010557496,0.28867748,0.0073310393,0.0025822304,0.0013536398,0.0075178905,0.018879917,0.2840579],"genre_scores_gemma":[0.81593853,0.0052219983,0.0605404,0.0010457108,0.00041853587,0.00051037455,0.0058433875,0.00058023556,0.1099008],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989814,0.0001420738,0.00005624722,0.00022758954,0.00046760196,0.0001250488],"domain_scores_gemma":[0.9987531,0.0002524613,0.00014700246,0.0001773814,0.00055934605,0.0001106603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011516239,0.0007876382,0.00060140155,0.0015974856,0.001089976,0.0027000126,0.0006912164,0.0009987683,0.009479621],"category_scores_gemma":[0.001401116,0.00031341557,0.00045227748,0.0015774282,0.00039584716,0.0024681122,0.0011724131,0.0010425608,0.0045326683],"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":[0.0013793941,0.0003628263,0.039231114,0.0013604715,0.00021282713,0.001455482,0.0019965337,0.008003228,0.105243295,0.017207593,0.06494837,0.7585989],"study_design_scores_gemma":[0.00014718328,0.00097558706,0.10732748,0.00065806456,0.00050423,0.0026879234,0.00573564,0.100198336,0.14848599,0.015469872,0.6174913,0.0003183349],"about_ca_topic_score_codex":0.0035213414,"about_ca_topic_score_gemma":0.004023877,"teacher_disagreement_score":0.009479621,"about_ca_system_score_codex":0.0009144586,"about_ca_system_score_gemma":0.0009735253,"threshold_uncertainty_score":0.031712472},"labels":[],"label_agreement":null},{"id":"W6976523448","doi":"10.6068/dp14baa33a2cd47","title":"Trend 1999 - 2003. Statistics Canada. CANSIM: Information and Communications Technology - Television and Radio Industries | Country: Canada | Province: Yukon | Table: Federal government expenditures on culture, by culture activity | Variable: Arts education, Federal government capital expenditures | Units: $CAD x 1,000, 1999-2003. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-129.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Census; Economic statistics; Official statistics; Publication; Cable television; Summary statistics; Descriptive statistics; Statistical analysis","score_opus":0.011581142222291379,"score_gpt":0.22966110602425113,"score_spread":0.21807996380195976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976523448","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051794887,0.00005084344,0.000024086745,0.00012451186,0.000030039111,0.000013761855,0.9987337,0.000052745978,0.00091857766],"genre_scores_gemma":[0.0008786102,0.000293465,0.00038646554,0.00015475939,0.00001862658,0.00011527589,0.993586,0.000111035486,0.004455757],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958021,0.00025361797,0.00044627255,0.0005341257,0.0019920436,0.0009718459],"domain_scores_gemma":[0.9671019,0.001067976,0.00093620934,0.0009276153,0.028573908,0.0013923262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002036583,0.0024516901,0.002663227,0.008462951,0.0033310016,0.0048316293,0.0051243296,0.0015502579,0.08682225],"category_scores_gemma":[0.017106608,0.0016942363,0.0021383304,0.04187491,0.000627287,0.0026079675,0.002126622,0.0030326867,0.051981684],"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":[0.00002524108,0.0000070573806,0.0010038016,0.00023960153,0.000020574464,0.000007657508,0.000018364413,0.0001171583,0.000009685029,0.00039718975,0.99645704,0.0016966305],"study_design_scores_gemma":[0.00014027726,0.0000113804435,0.02096386,0.0007396806,0.0000667562,0.000025446814,0.00041258888,0.00046603385,0.00017517358,0.0006370361,0.9762888,0.00007294269],"about_ca_topic_score_codex":0.9941942,"about_ca_topic_score_gemma":0.99170834,"teacher_disagreement_score":0.08682225,"about_ca_system_score_codex":0.050695065,"about_ca_system_score_gemma":0.13632132,"threshold_uncertainty_score":0.36782014},"labels":[],"label_agreement":null},{"id":"W6977392826","doi":"10.6084/m9.figshare.19127724.v1","title":"Additional file 1 of The Aging, Community and Health Research Unit Community Partnership Program (ACHRU-CPP) for older adults with diabetes and multiple chronic conditions: study protocol for a randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"IoT-based Control Systems","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":"Université de Sherbrooke; University of Alberta; University of Prince Edward Island; Université Laval; McMaster University","funders":"","keywords":"Randomized controlled trial; Protocol (science); General partnership; Unit (ring theory); Research design; Diabetes mellitus; Data collection; Qualitative research; Community health","score_opus":0.14807409274142258,"score_gpt":0.40073748157708533,"score_spread":0.25266338883566275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977392826","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056356676,0.00073699956,0.0036140182,0.0014766724,0.00054868014,0.3783311,0.5926532,0.00092177227,0.01608183],"genre_scores_gemma":[0.012214892,0.00035270193,0.0060098465,0.0007586931,0.00011418407,0.95104516,0.018651616,0.00011803864,0.0107348645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982388,0.0009148728,0.00024961238,0.00020592836,0.00019320288,0.00019752463],"domain_scores_gemma":[0.98694396,0.008323266,0.0016039048,0.00064269046,0.0017295545,0.0007565956],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005858433,0.0015984618,0.0024100419,0.0010437161,0.0015006928,0.0013952431,0.0016350906,0.0016615797,0.7081216],"category_scores_gemma":[0.024993485,0.0011981494,0.0011144637,0.0017706495,0.0005370851,0.0020140489,0.0008080074,0.0022268316,0.048147004],"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":[0.08372974,0.0041753836,0.0011405301,0.037828304,0.00051663385,0.00007675416,0.00044915895,0.0007545427,0.0003372336,0.004166506,0.8205539,0.046271294],"study_design_scores_gemma":[0.7697719,0.008702586,0.011956167,0.011158055,0.0009868302,0.00012534276,0.0004867077,0.0024741583,0.00081747025,0.00932197,0.18404037,0.00015850733],"about_ca_topic_score_codex":0.0035194545,"about_ca_topic_score_gemma":0.0069183595,"teacher_disagreement_score":0.7081216,"about_ca_system_score_codex":0.001572368,"about_ca_system_score_gemma":0.004086915,"threshold_uncertainty_score":0.4163291},"labels":[],"label_agreement":null},{"id":"W6987140531","doi":"","title":"Simon Harel, Place aux littératures autochtones, Montréal, Mémoire d’encrier (“Cadastres”), 2017, 135 pp.","year":2020,"lang":"fr","type":"article","venue":"Institutional Research Information System (University of Udine)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Set (abstract data type); Work (physics); Identification (biology); Perspective (graphical)","score_opus":0.10436073518181797,"score_gpt":0.27998069532629166,"score_spread":0.17561996014447367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987140531","genre_codex":"review","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":[0.0011743461,0.7892354,0.0040859506,0.06858887,0.027782992,0.000025428071,0.0015769666,0.0006282007,0.10690186],"genre_scores_gemma":[0.02625765,0.48730943,0.0030090478,0.007982827,0.009146141,0.000051145464,0.0011661222,0.0008538996,0.4642237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993061,0.00014615123,0.000028091556,0.00011536765,0.00032106528,0.000083176834],"domain_scores_gemma":[0.9991893,0.00019955149,0.000055221786,0.000047352183,0.00039631999,0.00011218875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008129327,0.0016729836,0.000766624,0.0029607334,0.0038144684,0.0045033684,0.0014673972,0.0017177296,0.06443291],"category_scores_gemma":[0.0024142277,0.0005513671,0.00041511786,0.004896829,0.0021351196,0.004227191,0.0013795741,0.0024967338,0.021989282],"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":[0.000017043738,0.000008070818,0.00021737212,0.0002175044,0.000009127954,0.00005462017,0.0006022208,0.00012158775,0.00010095977,0.012284431,0.9331067,0.053260356],"study_design_scores_gemma":[0.000002007541,0.0000016452028,0.0005240085,0.00022340729,0.0000029193793,0.000052358315,0.00036549676,0.000047314337,0.00007856834,0.0011549959,0.997538,0.000009232691],"about_ca_topic_score_codex":0.46413845,"about_ca_topic_score_gemma":0.6863251,"teacher_disagreement_score":0.53586155,"about_ca_system_score_codex":0.009580813,"about_ca_system_score_gemma":0.006341087,"threshold_uncertainty_score":0.92287374},"labels":[],"label_agreement":null},{"id":"W6989117095","doi":"","title":"Academic Health Center Improvement Suggestions/Faculty Consultative Committee, 1999","year":2009,"lang":"en","type":"other","venue":"University of Minnesota Digital Conservancy (University of Minnesota)","topic":"IoT-based Control Systems","field":"Computer Science","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":"National Institutes of Health; McMaster University; University of Minnesota","keywords":"Class (philosophy); Legislature; Table (database); Center (category theory); Front (military); Distribution (mathematics)","score_opus":0.013455674688826106,"score_gpt":0.21407613077351034,"score_spread":0.20062045608468423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989117095","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":[0.007887867,0.004003307,0.008755783,0.4499105,0.013843895,0.012715172,0.014166694,0.0034116977,0.48530513],"genre_scores_gemma":[0.014515121,0.0014570957,0.018032426,0.07686295,0.0014625929,0.0028648921,0.004779376,0.0007862871,0.87923926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97821015,0.006885295,0.0014390011,0.0014695836,0.009096705,0.002899304],"domain_scores_gemma":[0.92461526,0.007657817,0.0019160508,0.0047771777,0.04494665,0.016087135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039743636,0.0010474793,0.00066148845,0.003075718,0.007989529,0.0065458636,0.0041177203,0.006768142,0.16554856],"category_scores_gemma":[0.050714467,0.00101853,0.000608195,0.0029903343,0.0015560574,0.0023116858,0.0044943206,0.006338735,0.0643921],"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":[0.000033635424,0.00015595889,0.00044460708,0.000054428747,0.000002630789,0.00004287034,0.0001860699,0.000037476533,0.00016932067,0.00072339806,0.9683858,0.029763775],"study_design_scores_gemma":[0.00003164041,0.000060516813,0.0031823087,0.000115096416,0.0000045421993,0.00002515154,0.0005176759,0.0000846613,0.00024385299,0.00020479821,0.9955183,0.000011382903],"about_ca_topic_score_codex":0.054761942,"about_ca_topic_score_gemma":0.12137403,"teacher_disagreement_score":0.16554856,"about_ca_system_score_codex":0.013680558,"about_ca_system_score_gemma":0.06645635,"threshold_uncertainty_score":0.5538151},"labels":[],"label_agreement":null},{"id":"W6990698727","doi":"","title":"Dynamic financial markets, static regulatory frameworks","year":2024,"lang":"en","type":"other","venue":"Econstor (Econstor)","topic":"IoT-based Control Systems","field":"Computer Science","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":"Government of Canada; Government of Ontario","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Hyporeflexia; Diafiltration; Hemopericardium; Fusible alloy; Liquation","score_opus":0.004066502185449096,"score_gpt":0.20973955000870992,"score_spread":0.20567304782326082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990698727","genre_codex":"other","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":[0.033093497,0.00607973,0.26562274,0.06769678,0.001438006,0.00021510824,0.0004491333,0.00070960505,0.62469536],"genre_scores_gemma":[0.8946409,0.0047386335,0.041214645,0.0096744215,0.0010251214,0.00036140395,0.00027868786,0.00023079173,0.047835287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9932835,0.0020267745,0.00031175133,0.0011111187,0.0024529162,0.00081385946],"domain_scores_gemma":[0.9906379,0.0033806479,0.0014396267,0.001738014,0.0018173396,0.0009863555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009157569,0.0007082826,0.00062535563,0.002129287,0.0030945558,0.014502713,0.0025755407,0.0052450034,0.0103195],"category_scores_gemma":[0.016610747,0.00050010224,0.0008058083,0.0018557213,0.012358452,0.017689805,0.00533451,0.0057461397,0.0016071536],"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":[0.0000056520807,0.000009655145,0.00021690798,0.000022014452,0.0000041458593,0.000059207123,0.00015271603,0.0014011099,0.00007806684,0.9892019,0.0023760025,0.0064726076],"study_design_scores_gemma":[0.000015769494,0.000020050049,0.0005354461,0.00018452124,0.000010931828,0.00012319295,0.00056721776,0.0045279358,0.00027936933,0.8974018,0.09629655,0.00003712728],"about_ca_topic_score_codex":0.007426619,"about_ca_topic_score_gemma":0.005414403,"teacher_disagreement_score":0.014502713,"about_ca_system_score_codex":0.005561754,"about_ca_system_score_gemma":0.0073346663,"threshold_uncertainty_score":0.048430443},"labels":[],"label_agreement":null},{"id":"W6991259974","doi":"","title":"Ãgalitarisme et Banque centrale","year":2014,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relation (database); Lender of last resort; Population; Order (exchange)","score_opus":0.0029812833831356403,"score_gpt":0.13402391629698052,"score_spread":0.13104263291384488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991259974","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":[0.122645475,0.013837978,0.003902383,0.01803682,0.00041940965,0.000032070537,0.000352211,0.00015951123,0.84061414],"genre_scores_gemma":[0.83643854,0.003090233,0.001484352,0.0029258982,0.0003613522,0.00007502227,0.000277227,0.00006563089,0.15528171],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985493,0.00033137784,0.000036349695,0.00039804386,0.00026991387,0.00041505828],"domain_scores_gemma":[0.99904364,0.000265577,0.00020453012,0.00009378881,0.00022353932,0.00016893438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010547267,0.00033149472,0.0004972227,0.0015896419,0.0037379586,0.0064014248,0.00087062747,0.0013914807,0.03016263],"category_scores_gemma":[0.0019212663,0.00021932952,0.00043159368,0.002170745,0.00783698,0.003164351,0.0042202366,0.00347318,0.0017419683],"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":[0.000036126403,0.00001138293,0.0010703437,0.00004801533,0.0000090212625,0.000078413344,0.0012353915,0.0001002722,0.00028241877,0.9892196,0.0020922562,0.0058166715],"study_design_scores_gemma":[0.00010675767,0.00009596089,0.029094787,0.0004445535,0.000046831785,0.00065769866,0.004567552,0.0010320896,0.0012840932,0.39009303,0.57251936,0.00005728715],"about_ca_topic_score_codex":0.02214412,"about_ca_topic_score_gemma":0.03589183,"teacher_disagreement_score":0.03016263,"about_ca_system_score_codex":0.0069705653,"about_ca_system_score_gemma":0.0044247974,"threshold_uncertainty_score":0.10090405},"labels":[],"label_agreement":null},{"id":"W6991423061","doi":"","title":"Gezocht: nieuwe grondstoffen voor varkensvoer","year":2019,"lang":"nl","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Quarter (Canadian coin)","score_opus":0.012812776172272845,"score_gpt":0.19754836991745567,"score_spread":0.18473559374518284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991423061","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":[0.033985004,0.016112411,0.063447095,0.03112022,0.0055576735,0.00018331937,0.010486179,0.0027756863,0.8363323],"genre_scores_gemma":[0.18457751,0.012975454,0.018526584,0.0022697903,0.0005031405,0.00017049763,0.007049581,0.0020702004,0.7718572],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989021,0.00017469055,0.000048694663,0.00024717872,0.00044486442,0.0001824491],"domain_scores_gemma":[0.9994702,0.00012434025,0.00006225981,0.00008684424,0.00015482308,0.00010157594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007275659,0.00073895196,0.0006586563,0.00088133366,0.0018027219,0.010508455,0.0012838856,0.0027352753,0.124868535],"category_scores_gemma":[0.0023903898,0.0006055027,0.00064274983,0.0020573775,0.0014930698,0.0058960863,0.0041162344,0.0019740232,0.035092834],"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":[0.00043273938,0.00018442392,0.0050349915,0.0016485051,0.000100775185,0.001316767,0.0048134937,0.005340093,0.006612674,0.25741938,0.39629972,0.32079643],"study_design_scores_gemma":[0.00001429671,0.000015013162,0.0013398905,0.00028108674,0.000022676657,0.00018920774,0.0013664543,0.0015250965,0.0012603215,0.021602036,0.9723489,0.00003493549],"about_ca_topic_score_codex":0.047902234,"about_ca_topic_score_gemma":0.05152514,"teacher_disagreement_score":0.124868535,"about_ca_system_score_codex":0.0023039368,"about_ca_system_score_gemma":0.0041209557,"threshold_uncertainty_score":0.41772687},"labels":[],"label_agreement":null},{"id":"W6992684586","doi":"","title":"Madden NFL 16 Jacksonville Jaguars VS Toronto Huskies Teams Screenshot","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fishing; Population; Annals; Race (biology); White (mutation)","score_opus":0.004306496571848425,"score_gpt":0.17433243832474882,"score_spread":0.1700259417529004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992684586","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":[0.0006655603,0.00026974297,0.0005097398,0.00068301655,0.0010677997,0.000115482726,0.008105212,0.0051928437,0.9833906],"genre_scores_gemma":[0.0013266731,0.00011310416,0.00030042345,0.00016584125,0.000099988705,0.00004354781,0.0031685245,0.0012309229,0.9935509],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994548,0.000046313555,0.000013930794,0.00007478483,0.00027407173,0.0001361322],"domain_scores_gemma":[0.9978423,0.00020247439,0.000052221865,0.00020731962,0.0010077915,0.00068795047],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083623896,0.0013604376,0.00066466804,0.001763981,0.0030409938,0.004265406,0.0009902946,0.0012883359,0.9075363],"category_scores_gemma":[0.0021684214,0.00071404135,0.00057279493,0.001390646,0.0004049269,0.0019931186,0.0021081616,0.001448103,0.74315715],"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":[0.000034216366,0.00001174383,0.000071493414,0.000027099144,7.376947e-7,0.000021099904,0.000026469776,0.000025375048,0.000097176344,0.00020323272,0.9864607,0.013020684],"study_design_scores_gemma":[0.000016982127,0.000013249731,0.00078029995,0.000050157796,0.0000020814805,0.000022174316,0.00011247673,0.00007679396,0.00011929182,0.000120470184,0.9986779,0.0000081116805],"about_ca_topic_score_codex":0.0911213,"about_ca_topic_score_gemma":0.25579798,"teacher_disagreement_score":0.9075363,"about_ca_system_score_codex":0.0025929874,"about_ca_system_score_gemma":0.002704531,"threshold_uncertainty_score":0.18118185},"labels":[],"label_agreement":null},{"id":"W7006311890","doi":"","title":"USA++$@!@!call!1--888-527-3401 usa 1&amp;lt;&amp;lt;888&amp;gt;&amp;gt;527&amp;lt;&amp;lt;34o1&amp;gt;&amp;gt; canada*GMAiL@ technical SUPPORT PHONE NUMBER USA ~#@!~ NUMBER USA","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Context (archaeology); Computer support; Pooling; Service (business)","score_opus":0.01709029003046685,"score_gpt":0.26569281160436903,"score_spread":0.24860252157390217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006311890","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":[0.00032706853,0.0003385135,0.0011027945,0.0011799163,0.0024930744,0.0001606139,0.00458225,0.0043419884,0.98547363],"genre_scores_gemma":[0.00045659105,0.00015170562,0.00030341718,0.0001973479,0.00008741215,0.0000466618,0.0012858303,0.0006994683,0.9967714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991461,0.000043140553,0.00001956657,0.00018220222,0.00046321272,0.00014584867],"domain_scores_gemma":[0.9966376,0.00018896592,0.000067969435,0.00021949632,0.0016475214,0.0012384282],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007459348,0.001502702,0.0010572971,0.0017384487,0.0022782572,0.0041818507,0.001803879,0.0020208287,0.9405392],"category_scores_gemma":[0.0022516458,0.0007792257,0.0010068254,0.0012416886,0.00058242184,0.0023234522,0.0029117588,0.0018340853,0.9578992],"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":[0.000025466139,0.000026642205,0.000060280618,0.000064122745,0.0000022439403,0.000011923987,0.000018841145,0.000016170952,0.00085156213,0.00040526054,0.9726514,0.025866097],"study_design_scores_gemma":[0.000011088196,0.000024077857,0.00027549893,0.00004481495,0.0000042157867,0.000023704926,0.000045874163,0.00002538021,0.00049876276,0.00013270674,0.99890804,0.000005832134],"about_ca_topic_score_codex":0.006402923,"about_ca_topic_score_gemma":0.015880318,"teacher_disagreement_score":0.05946082,"about_ca_system_score_codex":0.0015718126,"about_ca_system_score_gemma":0.0036964708,"threshold_uncertainty_score":0.084813654},"labels":[],"label_agreement":null},{"id":"W7021080921","doi":"","title":"Nouvelles questions sans réponse : le déluge en Mer Noire, insaisissables anguilles, où est passée l'antimatière ? les calculateurs prodiges","year":2001,"lang":"fr","type":"other","venue":"","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Renaissance; Western europe; Mythology; Environmental movement","score_opus":0.012427230000032645,"score_gpt":0.23313206953268764,"score_spread":0.220704839532655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021080921","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":[0.047308147,0.048910342,0.008660114,0.7300342,0.013391107,0.000075211814,0.0004951057,0.0002007696,0.15092503],"genre_scores_gemma":[0.65436286,0.028417664,0.006581501,0.09233671,0.009785033,0.00020554995,0.0004248607,0.00034970226,0.20753618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700326,0.0017781961,0.00011563938,0.00043150477,0.00044288454,0.00022850069],"domain_scores_gemma":[0.9931902,0.0032912057,0.00071562384,0.0006349603,0.0016885768,0.00047940313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037557064,0.00076999044,0.00047706056,0.001107184,0.0064182035,0.007493865,0.0013128602,0.0051653953,0.009121081],"category_scores_gemma":[0.01093756,0.0003692056,0.00055425667,0.0009660287,0.020412948,0.013909521,0.002951316,0.0070444,0.002391202],"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":[0.000106127896,0.00009232474,0.004587572,0.0004829611,0.00003448065,0.0008327838,0.099983394,0.00019442129,0.00076885027,0.5791316,0.25397274,0.05981272],"study_design_scores_gemma":[0.000011187476,0.000051361974,0.003523055,0.0006387199,0.000014196252,0.0009115392,0.11277259,0.00020499248,0.00070721697,0.13975738,0.74135613,0.000051587835],"about_ca_topic_score_codex":0.013878565,"about_ca_topic_score_gemma":0.013418094,"teacher_disagreement_score":0.013878565,"about_ca_system_score_codex":0.0047310423,"about_ca_system_score_gemma":0.0035316448,"threshold_uncertainty_score":0.034326315},"labels":[],"label_agreement":null},{"id":"W7038955472","doi":"","title":"Les fondements de la théorie staëlienne de l'engagement en littérature","year":2015,"lang":"fr","type":"dissertation","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social solidarity; Social assistance; Volunteer work","score_opus":0.012611572267003705,"score_gpt":0.22471227652248235,"score_spread":0.21210070425547864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038955472","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":[0.039362375,0.038633287,0.08162514,0.089380056,0.0018230848,0.000104409526,0.00031916893,0.00021472677,0.74853766],"genre_scores_gemma":[0.80018526,0.023621673,0.013517188,0.006914164,0.0008885691,0.0005132183,0.00036750326,0.00038260347,0.15360974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98985004,0.0068977657,0.00022761259,0.0009726518,0.0012241603,0.0008278357],"domain_scores_gemma":[0.9887039,0.0076594832,0.0007369721,0.001142378,0.0011936586,0.0005634525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006849861,0.00076665106,0.0006662555,0.0027255905,0.006447534,0.0147041585,0.0020491797,0.0028620143,0.028146438],"category_scores_gemma":[0.01587643,0.000443389,0.0010122953,0.0039827204,0.016327962,0.015557912,0.005515671,0.0044341376,0.0035070628],"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":[0.000008317446,0.000016492246,0.0007482109,0.00012833846,0.000009628855,0.00006329689,0.014537544,0.00020435838,0.000051432093,0.9677894,0.005822562,0.010620412],"study_design_scores_gemma":[0.000007104785,0.000021131782,0.0019399428,0.0010577521,0.000018964005,0.00021381702,0.02167942,0.0010679367,0.0002243779,0.49915504,0.4745863,0.000028273807],"about_ca_topic_score_codex":0.02272888,"about_ca_topic_score_gemma":0.021942284,"teacher_disagreement_score":0.028146438,"about_ca_system_score_codex":0.011720098,"about_ca_system_score_gemma":0.008968312,"threshold_uncertainty_score":0.094159245},"labels":[],"label_agreement":null},{"id":"W7039668779","doi":"","title":"Mirement/Towering, sous la direction de Gentiane Belanger, France Choiniere et Marie-Helene Leblanc, Montreal, Dazibao, Lennoxville, Galerie d’art Foreman de l’Universite Bishop’s, Gatineau, Galerie de l’UQO, 2023, 236 p.","year":2024,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shadow (psychology); Center (category theory); Line (geometry)","score_opus":0.005362452679654846,"score_gpt":0.18145173523949884,"score_spread":0.176089282559844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039668779","genre_codex":"review","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":[0.0016835592,0.58661044,0.009010399,0.049211167,0.03394045,0.00010571934,0.0019573427,0.0010162276,0.31646466],"genre_scores_gemma":[0.021599919,0.12808573,0.004075857,0.002107976,0.007941941,0.00009013036,0.00065175997,0.000671669,0.834775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992077,0.0001380189,0.00003297671,0.00019892698,0.00036090895,0.00006152687],"domain_scores_gemma":[0.9990859,0.0002791414,0.00008171504,0.00004368913,0.00036469658,0.00014482962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008893717,0.001738228,0.0008936998,0.0020249304,0.0021012963,0.004021017,0.0011565093,0.001545868,0.131301],"category_scores_gemma":[0.0014439594,0.00060560106,0.0005744442,0.0033612126,0.0021899054,0.0026348298,0.0011833457,0.0032627005,0.03911652],"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":[0.00008642899,0.000020994314,0.0003181412,0.0006444359,0.000016661998,0.00017126868,0.00053302554,0.00036709695,0.0010496287,0.0345162,0.8394212,0.122854896],"study_design_scores_gemma":[0.0000034220889,0.0000070315346,0.0007815492,0.00013636713,0.0000024695628,0.00006897726,0.000120444376,0.000058721456,0.00014732558,0.00056440727,0.99810314,0.0000060836724],"about_ca_topic_score_codex":0.18017997,"about_ca_topic_score_gemma":0.2662198,"teacher_disagreement_score":0.81982005,"about_ca_system_score_codex":0.007368574,"about_ca_system_score_gemma":0.0037831832,"threshold_uncertainty_score":0.43924558},"labels":[],"label_agreement":null},{"id":"W7100874695","doi":"","title":"to breast cancer diagnosis in southwestern Ontario","year":2016,"lang":"en","type":"article","venue":"","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.01071847629998566,"score_gpt":0.22093344913775115,"score_spread":0.2102149728377655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100874695","genre_codex":"empirical","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":[0.975744,0.0009007376,0.00037252397,0.0024832184,0.00006401965,0.0001572051,0.0074009188,0.000039739713,0.01283761],"genre_scores_gemma":[0.98186135,0.0008091627,0.0004239127,0.000746293,0.00003553862,0.000053515807,0.0019700683,0.000021399961,0.01407873],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993032,0.00006358902,0.000044809985,0.000102239705,0.00016615792,0.0003199954],"domain_scores_gemma":[0.9987166,0.00009982459,0.00025007458,0.000042876167,0.0005152896,0.0003753813],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002933723,0.00026990933,0.0003026443,0.00091025815,0.0036470455,0.000980876,0.0008740986,0.0004939427,0.0065449397],"category_scores_gemma":[0.0013919418,0.00044875022,0.00044767756,0.0027132663,0.0006765301,0.00032117372,0.0012000228,0.00055471144,0.00068997144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015886487,0.00008451777,0.9745525,0.00010250994,0.00005258258,0.0013525088,0.0029391039,0.0004129892,0.00059986656,0.0003170352,0.0072415196,0.0121859135],"study_design_scores_gemma":[0.000026379892,0.000049692128,0.9780975,0.00008079224,0.000040835268,0.0004827531,0.009080166,0.00092893495,0.00021251076,0.0001393322,0.010844613,0.000016474822],"about_ca_topic_score_codex":0.9912463,"about_ca_topic_score_gemma":0.99749964,"teacher_disagreement_score":0.99345505,"about_ca_system_score_codex":0.03434613,"about_ca_system_score_gemma":0.035547,"threshold_uncertainty_score":0.24919981},"labels":[],"label_agreement":null},{"id":"W7116426995","doi":"10.59934/jiibd.v1i1.1822","title":"Rancangan Sistem Notifikasi Kedatangan Pembeli Dengan Suara Menggunakan Arduino","year":2025,"lang":"","type":"article","venue":"Jurnal Inovasi Informatika dan Bisnis Digital (JIIBD)","topic":"IoT-based Control Systems","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Arduino","score_opus":0.010542054970609229,"score_gpt":0.23438220080718716,"score_spread":0.22384014583657794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116426995","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":[0.23733816,0.03424598,0.34140494,0.0054474203,0.0053278827,0.0013014482,0.0032756696,0.03617264,0.33548597],"genre_scores_gemma":[0.6229067,0.011575896,0.06557653,0.0015641593,0.0007936437,0.0004607498,0.0029770383,0.0012988128,0.2928465],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991929,0.00007711795,0.00005437731,0.00015526016,0.00041976853,0.000100507896],"domain_scores_gemma":[0.999037,0.00016028988,0.000060958875,0.00012385308,0.0005538543,0.000063916035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061927503,0.0009583115,0.0009193823,0.0006639516,0.0010311764,0.002565363,0.0009074183,0.0010649398,0.027304212],"category_scores_gemma":[0.0010891363,0.0004244454,0.00050615106,0.0006083571,0.0004257533,0.0016485315,0.00089149614,0.00093605486,0.013753086],"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":[0.001346466,0.00022574182,0.0042799623,0.0022886845,0.00013135948,0.001777442,0.00095909904,0.0033092925,0.38808736,0.008291794,0.04550451,0.54379827],"study_design_scores_gemma":[0.00015487713,0.0012973262,0.01262966,0.00047104512,0.0004270766,0.002724499,0.0010735368,0.023659838,0.35342482,0.0039062467,0.6000027,0.00022825964],"about_ca_topic_score_codex":0.0019627241,"about_ca_topic_score_gemma":0.0025441356,"teacher_disagreement_score":0.027304212,"about_ca_system_score_codex":0.00070694066,"about_ca_system_score_gemma":0.0009633514,"threshold_uncertainty_score":0.091341674},"labels":[],"label_agreement":null},{"id":"W767814696","doi":"10.23887/jptk-undiksha.v8i1.2892","title":"PERANCANGAN PENGATURAN SINYAL/RAMBU PADA STASIUN KERETA API BERSKALA KECIL BERBASIS PERSONAL KOMPUTER","year":2011,"lang":"id","type":"article","venue":"Jurnal Pendidikan Teknologi dan Kejuruan","topic":"IoT-based Control Systems","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":"Encana (Canada)","funders":"","keywords":"Operating system; Forestry; Computer science; Humanities; Art; Geography","score_opus":0.032187997323273446,"score_gpt":0.22317853495860443,"score_spread":0.19099053763533097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W767814696","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":[0.53591037,0.017270895,0.0152991805,0.01153693,0.0013599212,0.0011946799,0.015762921,0.0015898757,0.4000753],"genre_scores_gemma":[0.7321459,0.014241974,0.013327955,0.0026574738,0.00047016147,0.001077979,0.007516555,0.0006704955,0.22789146],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99822396,0.0003319422,0.0001864465,0.00024866514,0.0007232806,0.00028566728],"domain_scores_gemma":[0.99399227,0.0019428402,0.0007406257,0.0005440851,0.0021826555,0.0005975328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016146709,0.00052843656,0.00074559724,0.001340704,0.0018146571,0.004071522,0.00082422333,0.0007752336,0.07793831],"category_scores_gemma":[0.005862509,0.00033587776,0.0009048238,0.001978709,0.00063241314,0.0022880635,0.0017226492,0.0016572154,0.016899949],"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":[0.0021084107,0.0010502877,0.13152348,0.0061684614,0.00029739825,0.001486302,0.01042415,0.00050888077,0.013049831,0.004944942,0.07469806,0.75373983],"study_design_scores_gemma":[0.00012326315,0.00091728946,0.42879134,0.0017347177,0.00036343356,0.002314497,0.019607145,0.0005365604,0.0069456804,0.0022040124,0.5363075,0.00015461931],"about_ca_topic_score_codex":0.0102620665,"about_ca_topic_score_gemma":0.019985463,"teacher_disagreement_score":0.07793831,"about_ca_system_score_codex":0.0016613338,"about_ca_system_score_gemma":0.0030160532,"threshold_uncertainty_score":0.26072967},"labels":[],"label_agreement":null}]}