{"meta":{"query_hash":"bf441be064ea","filters":{"venue":"Kilat"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/bf441be064ea","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008298942351034243,"score_gpt":0.2282417158129216,"score_spread":0.21994277346188737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979739058","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":[0.09324066,0.0020321484,0.8920775,0.0006816921,0.00040613694,0.000085259104,0.0006695932,0.0037533853,0.007053643],"genre_scores_gemma":[0.7507458,0.00149945,0.22752255,0.00026119917,0.00013285619,0.0001452103,0.0016939772,0.0004456107,0.017553344],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999337,0.00009883085,0.000061362014,0.00021337938,0.00021740393,0.000071978226],"domain_scores_gemma":[0.99833626,0.00082229776,0.00010271691,0.00014051242,0.0005541334,0.000044103443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015709732,0.00095977297,0.00096521,0.000789052,0.00047263905,0.0015449807,0.00074660726,0.00084553816,0.0056644883],"category_scores_gemma":[0.003858447,0.00039205243,0.0009276699,0.00093287544,0.0003439616,0.0013259143,0.0005689372,0.001391005,0.0026223974],"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":[0.0009353701,0.00026184853,0.013835799,0.00041182613,0.00021894375,0.00035797482,0.00023087012,0.12308755,0.021235386,0.006367633,0.008742742,0.82431406],"study_design_scores_gemma":[0.00003441145,0.00026302712,0.009068637,0.00006785455,0.000103418875,0.00035503908,0.00015135568,0.9529449,0.020314554,0.0056092767,0.011009397,0.00007807181],"about_ca_topic_score_codex":0.0059417794,"about_ca_topic_score_gemma":0.0051403693,"teacher_disagreement_score":0.0059417794,"about_ca_system_score_codex":0.00048074772,"about_ca_system_score_gemma":0.0009098094,"threshold_uncertainty_score":0.018949628},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living North","funders":"","keywords":"Vibration; Thermography; Acoustics; Infrared; Materials science; Structural engineering; Automotive engineering; Physics; Engineering; Optics","score_opus":0.022712400958877305,"score_gpt":0.23497193702159175,"score_spread":0.21225953606271444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035650875","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":[0.9453626,0.0014352709,0.045296155,0.0001734412,0.00018530562,0.00003305089,0.00016978639,0.00041636708,0.0069280355],"genre_scores_gemma":[0.9898413,0.00031696307,0.0056459154,0.000042802993,0.000018881055,0.000015208756,0.00007631812,0.000036871046,0.004005769],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99972314,0.000022743065,0.000014718207,0.000067344234,0.00012748504,0.00004452345],"domain_scores_gemma":[0.99964666,0.00006622387,0.00008743361,0.000044904024,0.0001256289,0.00002918986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023824167,0.00046146064,0.0003868459,0.00033904408,0.0003191887,0.00062426884,0.00021850545,0.00036792157,0.0033022591],"category_scores_gemma":[0.0005013049,0.00022387353,0.0001938827,0.00020463507,0.0003667315,0.000614111,0.0003414423,0.00046972747,0.00068210653],"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":[0.00053606404,0.000055667075,0.008283596,0.00023299835,0.00002229153,0.00064390944,0.0005243893,0.0018664541,0.9308002,0.0005184199,0.0004890564,0.05602695],"study_design_scores_gemma":[0.000036820722,0.0018719304,0.1613956,0.00008107458,0.00010451713,0.0026585357,0.001512045,0.016056705,0.8001283,0.0013247639,0.014696806,0.00013295018],"about_ca_topic_score_codex":0.00035103678,"about_ca_topic_score_gemma":0.0005457449,"teacher_disagreement_score":0.0033022591,"about_ca_system_score_codex":0.00018425236,"about_ca_system_score_gemma":0.00014655756,"threshold_uncertainty_score":0.011047125},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.00610780354515367,"score_gpt":0.19245631996333318,"score_spread":0.1863485164181795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157176186","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":[0.91811395,0.0012641564,0.075630225,0.00012340663,0.00011398988,0.00004781261,0.00007493126,0.00031548264,0.004315944],"genre_scores_gemma":[0.993079,0.00020491083,0.004990924,0.000016418438,0.000012287229,0.00001406264,0.000055136326,0.000023181945,0.0016041357],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996637,0.000042614247,0.000022086255,0.00009276721,0.00013857342,0.000040232746],"domain_scores_gemma":[0.9995421,0.00014546329,0.00011624628,0.00006807098,0.00009084404,0.000037337046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003946166,0.00047623052,0.00049146154,0.00041139722,0.00044696147,0.0006075241,0.00026333798,0.00031876902,0.0023685237],"category_scores_gemma":[0.0007885976,0.00023223668,0.00016825987,0.00029809566,0.0004902852,0.0008223461,0.00047118854,0.00027986336,0.00039943276],"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":[0.0013560692,0.00016158803,0.0151173165,0.0007548126,0.00007708371,0.0011205784,0.0013528812,0.0111308275,0.75769114,0.0018227905,0.00056728144,0.20884767],"study_design_scores_gemma":[0.00017002717,0.007579904,0.25800693,0.00018573857,0.00034092413,0.005420056,0.002724511,0.095991835,0.58281994,0.008904227,0.037585292,0.0002706718],"about_ca_topic_score_codex":0.00034668186,"about_ca_topic_score_gemma":0.0004762904,"teacher_disagreement_score":0.0023685237,"about_ca_system_score_codex":0.00014487053,"about_ca_system_score_gemma":0.0001455923,"threshold_uncertainty_score":0.007923484},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.018082092195353117,"score_gpt":0.2470765664676794,"score_spread":0.22899447427232628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160423871","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":[0.37160707,0.0101494035,0.18982239,0.0033025935,0.0008001092,0.00064736046,0.0014740356,0.0021246467,0.42007235],"genre_scores_gemma":[0.7980902,0.004730077,0.083002985,0.0001638407,0.00007780285,0.00026776106,0.00093130115,0.00021123105,0.11252473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995827,0.00006578419,0.000029413606,0.00007986417,0.00017427508,0.0000678328],"domain_scores_gemma":[0.99969125,0.000057053316,0.000047765396,0.000028679266,0.00014628941,0.00002888345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005805265,0.00073528796,0.00034755186,0.00094951387,0.00086224126,0.0024390405,0.0007929398,0.00039893197,0.015496255],"category_scores_gemma":[0.0006365011,0.00030415333,0.0003798514,0.0009705473,0.00042701553,0.0015128779,0.0010290458,0.0009244222,0.002609095],"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":[0.00039391418,0.00042285555,0.013054328,0.0012916367,0.00007319267,0.0012704977,0.0018573194,0.017789595,0.016990883,0.041777685,0.011367526,0.8937105],"study_design_scores_gemma":[0.00012226534,0.0010812907,0.05647103,0.0009978459,0.0003310572,0.0039671967,0.008004227,0.058156528,0.10257128,0.038345486,0.72965944,0.00029242708],"about_ca_topic_score_codex":0.003093019,"about_ca_topic_score_gemma":0.006505064,"teacher_disagreement_score":0.015496255,"about_ca_system_score_codex":0.0012868501,"about_ca_system_score_gemma":0.0024796887,"threshold_uncertainty_score":0.051840127},"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":"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living North","funders":"","keywords":"Physics; Mathematics; Analytical Chemistry (journal); Chemistry; Chromatography","score_opus":0.017111307247339693,"score_gpt":0.2228119807149191,"score_spread":0.2057006734675794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312830912","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":[0.57839614,0.005163087,0.39089787,0.0010711089,0.00028021133,0.00018713957,0.0005887976,0.0025159384,0.020899676],"genre_scores_gemma":[0.7963755,0.0011461709,0.19205977,0.00023334847,0.00003577427,0.00013693473,0.00038997582,0.00031743868,0.009305078],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985145,0.00024123926,0.00008138219,0.00031086293,0.00073429977,0.000117732525],"domain_scores_gemma":[0.9972817,0.0011383692,0.00040661055,0.00027624358,0.0008019781,0.00009512932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017584797,0.00062297314,0.0006340324,0.00096501,0.00045504168,0.0013629346,0.00095326145,0.000996978,0.0059911394],"category_scores_gemma":[0.0026003444,0.00043787775,0.00039830324,0.0005768286,0.00053859595,0.0016898739,0.00050328614,0.0008864525,0.0016842827],"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":[0.0005412646,0.00013732824,0.004039413,0.000620914,0.00003746566,0.00036527278,0.000443779,0.0027146996,0.85120374,0.002000986,0.0014852426,0.13640995],"study_design_scores_gemma":[0.000025284728,0.0009702101,0.013511772,0.00007569343,0.000059954375,0.00086284796,0.00060547184,0.016352724,0.9493289,0.001302582,0.016795207,0.000109409186],"about_ca_topic_score_codex":0.00048059103,"about_ca_topic_score_gemma":0.0011205785,"teacher_disagreement_score":0.0059911394,"about_ca_system_score_codex":0.00037743815,"about_ca_system_score_gemma":0.00036789296,"threshold_uncertainty_score":0.02004236},"labels":[],"label_agreement":null}]}