{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"bf441be064ea","filters":{"venue":"Kilat"}},"results":[{"id":"W2979739058","doi":"10.33322/kilat.v8i2.551","title":"Penerapan Metode Triple Exponential Smoothing Pada Sistem Prediksi Keuntungan Bisnis Ayam Broiler Guna Meningkatkan Pengelolaan Keuangan Peternak","year":2019,"lang":"en","type":"article","venue":"Kilat","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Monte Carlo method; Exponential smoothing; Mathematics; Value (mathematics); Statistics; Profit (economics); Bankruptcy; Exponential function; Smoothing; Econometrics; Applied mathematics; Economics; Microeconomics; Mathematical analysis; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.008298942351034243,"gpt":0.2282417158129216,"spread":0.2199427734618874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006213395,0.0003576224,0.0003902511,0.0002233353,0.0004321226,0.0006253722,0.001861375,0.0001343378,0.00007079338],"category_scores_gemma":[0.00007282718,0.0003503007,0.000162394,0.0004892498,0.0000507998,0.0009141463,0.0006260695,0.0005230967,0.0005443997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008569627,"about_ca_system_score_gemma":0.0001029115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004979754,"about_ca_topic_score_gemma":0.00007643903,"domain_scores_codex":[0.9970781,0.0001910761,0.0004695206,0.001029706,0.0005925278,0.0006390279],"domain_scores_gemma":[0.9974865,0.0001595,0.0002795631,0.001729237,0.00008433766,0.0002608336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002354713,0.001502049,0.03501928,0.000403992,0.0008179339,0.0001182541,0.03082645,0.002914977,0.3971234,0.1082442,0.06523673,0.3575573],"study_design_scores_gemma":[0.004505561,0.0007458708,0.01897524,0.0002915623,0.0001625779,0.0001890388,0.0005096255,0.2755171,0.02041305,0.0007041211,0.675747,0.002239203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852957,0.0002894281,0.08830358,0.002010799,0.002383539,0.0007903964,0.00004506839,0.001459792,0.01942163],"genre_scores_gemma":[0.959419,0.0000154629,0.02826699,0.000313238,0.0002725758,0.00007182039,0.0001192343,0.00005736916,0.01146429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6105103,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157176186","doi":"10.33322/kilat.v10i1.1172","title":"Pengaruh Looseness Terhadap Vibrasi Peralatan Yang Mengalami Unbalance Dan Misalignment","year":2021,"lang":"en","type":"article","venue":"Kilat","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Positive Living North","funders":"","keywords":"Vibration; Rotor (electric); Bearing (navigation); Structural engineering; Position (finance); Engineering; Acoustics; Computer science; Physics; Mechanical engineering; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.00610780354515367,"gpt":0.1924563199633332,"spread":0.1863485164181795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008283707,0.0001573617,0.000162981,0.00002927004,0.00006489331,0.00008238789,0.0001139785,0.00006957258,0.0004160384],"category_scores_gemma":[0.00002484569,0.000168236,0.00005462492,0.0001386098,0.00002111873,0.00009901264,0.00004242068,0.0001605066,0.000033863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005944316,"about_ca_system_score_gemma":0.0000197255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005481524,"about_ca_topic_score_gemma":0.00002445525,"domain_scores_codex":[0.9991286,0.00002518867,0.0001980546,0.0002087183,0.0001855426,0.0002538508],"domain_scores_gemma":[0.9995057,0.00005458079,0.00002104796,0.0002864917,0.00003916399,0.00009304585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000330303,0.0004424741,0.1102722,0.001932455,0.0004964804,0.0007978221,0.008934377,0.2175725,0.4603595,0.07323924,0.02103316,0.1048867],"study_design_scores_gemma":[0.002082582,0.0001023966,0.2515544,0.0003008958,0.0001065587,0.0001544792,0.001775944,0.4333047,0.04288392,0.0009672471,0.2650334,0.001733553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599774,0.0008763704,0.004674274,0.000601901,0.000858069,0.000157521,0.00001135504,0.000371791,0.03247125],"genre_scores_gemma":[0.9937445,0.0001289636,0.003135828,0.000190686,0.000103168,0.00001419465,0.00005221292,0.0000416427,0.002588823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4174756,"threshold_uncertainty_score":0.6860465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160423871","doi":"10.33322/kilat.v10i1.1178","title":"Penentuan Tingkat Kritikalitas Peralatan Pembangkit Dengan Metode Equipment Criticality Management Dalam Rangka Penentuan Prioritas Pemeliharaan","year":2021,"lang":"en","type":"article","venue":"Kilat","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Positive Living North","funders":"","keywords":"Criticality; Backup; Failure mode, effects, and criticality analysis; Reliability engineering; Computer science; Engineering; Operating system; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01808209219535312,"gpt":0.2470765664676794,"spread":0.2289944742723263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001045858,0.0006039109,0.0005847081,0.0004423592,0.0006800448,0.001423209,0.0007535465,0.0001637393,0.005059591],"category_scores_gemma":[0.0001590333,0.0006400828,0.0003496703,0.000944112,0.0001227231,0.001692559,0.001329817,0.0003251795,0.0005881321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695505,"about_ca_system_score_gemma":0.00003231809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001918479,"about_ca_topic_score_gemma":0.0002114061,"domain_scores_codex":[0.9958801,0.00008708439,0.0008938356,0.001136116,0.001024147,0.0009787253],"domain_scores_gemma":[0.9980392,0.00006384205,0.0002603486,0.00108648,0.000456169,0.0000939893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001225016,0.001227566,0.02895323,0.002741326,0.000602701,0.0009071596,0.0003737765,0.0001581823,0.001307652,0.8577042,0.07887893,0.02702274],"study_design_scores_gemma":[0.004185448,0.00006580963,0.04753928,0.0006612363,0.001500587,0.00002280637,0.004745402,0.008035152,0.003877964,0.02830595,0.8980921,0.002968304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1802305,0.002291254,0.02782013,0.01982932,0.003572892,0.004272871,0.00005451831,0.004508026,0.7574205],"genre_scores_gemma":[0.9618805,0.0003785415,0.01389151,0.006301298,0.00133651,0.0002192105,0.0009948466,0.0001606594,0.0148369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8293983,"threshold_uncertainty_score":0.9996134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312830912","doi":"10.33322/kilat.v11i1.1526","title":"Penentuan Jumlah Minimal Line Of Resolution Dalam Spektrum Vibrasi Untuk Pengukuran Rutin Vibrasi","year":2022,"lang":"id","type":"article","venue":"Kilat","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Positive Living North","funders":"","keywords":"Physics; Mathematics; Analytical Chemistry (journal); Chemistry; Chromatography","retraction":null,"screen_n_in":null,"score":{"opus":0.01711130724733969,"gpt":0.2228119807149191,"spread":0.2057006734675794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009956498,0.0004519517,0.0005729423,0.0004658855,0.0006271985,0.0002906047,0.002757431,0.0001097516,0.0003683305],"category_scores_gemma":[0.00005124413,0.0005149287,0.0003124388,0.00194211,0.0001617618,0.0009463188,0.003050156,0.0006462111,0.00009954553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362948,"about_ca_system_score_gemma":0.0003142784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009735521,"about_ca_topic_score_gemma":0.00002508205,"domain_scores_codex":[0.9955382,0.0002148936,0.0008674259,0.001095243,0.001252097,0.001032141],"domain_scores_gemma":[0.9977646,0.0001525075,0.0003412858,0.001323212,0.0001034783,0.000314947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006454503,0.004095267,0.02679664,0.001543812,0.0005889021,0.001374718,0.04685997,0.3756457,0.2172959,0.1125064,0.03355407,0.1790933],"study_design_scores_gemma":[0.001081849,0.001431735,0.03542004,0.0001413729,0.00005061091,0.0001895999,0.0002612452,0.9091793,0.01096036,0.0004218418,0.0399445,0.0009175751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6432345,0.003460065,0.3245545,0.006097622,0.01370272,0.001022096,0.00006299894,0.0006338736,0.007231617],"genre_scores_gemma":[0.9842117,0.00006529308,0.01282492,0.0001830955,0.0004672828,0.00002127716,0.00002387108,0.00004071644,0.002161836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5335336,"threshold_uncertainty_score":0.9997302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035650875","doi":"10.33322/kilat.v9i1.782","title":"Respon Vibrasi Overall dan Temperatur Komponen Mesin Terhadap Misalignment Axial","year":2020,"lang":"en","type":"article","venue":"Kilat","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Positive Living North","funders":"","keywords":"Vibration; Thermography; Acoustics; Infrared; Materials science; Structural engineering; Automotive engineering; Physics; Engineering; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.0227124009588773,"gpt":0.2349719370215917,"spread":0.2122595360627144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009647878,0.0001563876,0.0001653236,0.00004894126,0.0000503749,0.0000805096,0.0001890828,0.00009860782,0.0001843361],"category_scores_gemma":[0.00006475944,0.0001490577,0.00006224155,0.0001607382,0.0000110917,0.0001078743,0.00005036575,0.0002590452,0.0001279219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005441425,"about_ca_system_score_gemma":0.00001764254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003947396,"about_ca_topic_score_gemma":7.888777e-7,"domain_scores_codex":[0.9990059,0.00003105689,0.0001965681,0.0002076513,0.0002820962,0.0002767928],"domain_scores_gemma":[0.9994543,0.0000500605,0.000008835263,0.0002126019,0.00001586274,0.0002583967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004705072,0.00002236228,0.00002037331,0.00008013289,0.00004598523,0.00003112224,0.000257048,0.03436392,0.9414408,0.00472322,0.01787287,0.001095175],"study_design_scores_gemma":[0.0008918312,0.0002240963,0.0009461653,0.00005798827,0.00001532391,0.000008860597,0.00005247241,0.6739137,0.1877964,0.0001235873,0.1354367,0.0005328798],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004157,0.001069794,0.07002296,0.00737756,0.001152732,0.0008976639,0.00004600147,0.00284111,0.0161765],"genre_scores_gemma":[0.9968423,0.00002528382,0.002154922,0.0002450381,0.000305728,0.00002058045,0.00002661462,0.00004825027,0.0003313427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7536443,"threshold_uncertainty_score":0.6078398,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","retraction":null,"screen_n_in":null,"score":{"opus":0.003341258025721911,"gpt":0.2154017869323034,"spread":0.2120605289065814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00143586,0.0003029612,0.0007753749,0.0002741544,0.0006181163,0.000362432,0.0009705627,0.00008757603,0.0000161286],"category_scores_gemma":[0.0001348188,0.0002752435,0.00029218,0.001382981,0.00005144079,0.000276737,0.0003597547,0.000351541,0.00002348209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003701882,"about_ca_system_score_gemma":0.00008680831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002385132,"about_ca_topic_score_gemma":0.00006475962,"domain_scores_codex":[0.9959023,0.001332469,0.0004540466,0.0007880715,0.0009397435,0.0005833627],"domain_scores_gemma":[0.9976355,0.0007784527,0.0001431085,0.001042652,0.000136321,0.0002639658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001141366,0.0009252525,0.1747885,0.002160956,0.01488698,0.003843937,0.003428918,0.2331883,0.0502212,0.4723313,0.02285,0.02023324],"study_design_scores_gemma":[0.002426864,0.0003056764,0.00333751,0.00002088317,0.000784491,0.00008840823,0.0001035652,0.9904931,0.0003115046,0.000113958,0.001643145,0.0003708767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1573376,0.0008031837,0.8361962,0.002067636,0.0008542769,0.001281661,0.0003678823,0.0007166693,0.0003749422],"genre_scores_gemma":[0.9986675,3.696262e-7,0.0005770777,0.0002034198,0.0001029671,0.0003107313,0.00004593437,0.00001956337,0.00007244194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8413299,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}