{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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","author_layer_release":"2026-06-26"},"query_hash":"fd4ed41a4bfe","filters":{"venue":"Sisfo"}},"results":[{"id":"W2986215880","doi":"10.24089/j.sisfo.2019.09.005","title":"Analisis Intensi Perilaku Untuk Mengadopsi dan Merekomendasikan Aplikasi Mobile Payment dengan Metode Structural Equation Modelling","year":2019,"lang":"id","type":"article","venue":"Sisfo","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mobile payment; Business; Payment; Structural equation modeling; Business administration; Mathematics; Statistics","authors":[{"name":"Andre Parvian Aristio","is_ca":true},{"name":"Mudjahidin Mudjahidin","is_ca":false},{"name":"Nasywa Ibtisamah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03151389283080583,"gpt":0.2771812264150874,"spread":0.2456673335842815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004147086,0.0007566733,0.0007393295,0.001810283,0.0006544627,0.003884194,0.0005715594,0.0005090226,0.01554603],"category_scores_gemma":[0.01312493,0.0004220156,0.00104024,0.002699258,0.0005355454,0.002181352,0.001239934,0.001326969,0.001663375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337432,"about_ca_system_score_gemma":0.002068124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006405442,"about_ca_topic_score_gemma":0.005607569,"domain_scores_codex":[0.9978666,0.0008005226,0.0002251252,0.000321092,0.0006429688,0.000143766],"domain_scores_gemma":[0.9874472,0.00979107,0.0007244594,0.0005067444,0.001337254,0.0001933093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005858729,0.001005725,0.6327989,0.0018728,0.000800025,0.0008435266,0.02660178,0.01328856,0.003707541,0.01805761,0.004980924,0.2954566],"study_design_scores_gemma":[0.0001265519,0.001181096,0.7402193,0.001558052,0.001467933,0.0008889567,0.04089453,0.1466619,0.008050098,0.01626539,0.04244626,0.0002399404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473171,0.0007772582,0.02331111,0.0006786578,0.00006386326,0.0005324698,0.001853851,0.0002582452,0.02520733],"genre_scores_gemma":[0.9794114,0.0006967671,0.01158685,0.0000554711,0.0000130073,0.0005699884,0.001126775,0.00006013876,0.006479501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554603,"threshold_uncertainty_score":0.0520066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2745022995","doi":"10.24089/j.sisfo.2017.05.005","title":"Desain dan Evaluasi Prototipe Jaringan Sensor Nirkabel untuk Monitoring Lahan Persawahan di Kabupaten Gowa","year":2017,"lang":"id","type":"article","venue":"Sisfo","topic":"Arduino and IoT Applications","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":"WiLAN (Canada)","funders":"","keywords":"Environmental science; Computer science","authors":[{"name":"Mohammad Fajar","is_ca":true},{"name":"Agus Halid","is_ca":true},{"name":"S. M. Rakibur Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03647938896421569,"gpt":0.2939367978396716,"spread":0.2574574088754559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000733286,0.0009205706,0.0005788041,0.0007195608,0.0004910619,0.001330224,0.0006461288,0.0007165355,0.006621099],"category_scores_gemma":[0.001287562,0.0002565939,0.0004138933,0.0005878241,0.0002797905,0.002047722,0.0006144635,0.0005767662,0.002471488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749325,"about_ca_system_score_gemma":0.000499465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411255,"about_ca_topic_score_gemma":0.00228136,"domain_scores_codex":[0.9993929,0.00009410889,0.00003484623,0.0001231968,0.0002880869,0.00006700601],"domain_scores_gemma":[0.9994115,0.0001528231,0.00002843854,0.00006063875,0.00031567,0.00003088435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001272147,0.0004032012,0.009740189,0.001676256,0.0001228174,0.001178776,0.0009995748,0.01303367,0.3225485,0.003142284,0.0137834,0.6320992],"study_design_scores_gemma":[0.0001174131,0.002152636,0.04082504,0.0005451834,0.0005627259,0.002989278,0.004814476,0.1394038,0.579542,0.00606588,0.2226317,0.0003498096],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5922601,0.009912333,0.2831278,0.00245055,0.001651173,0.001142388,0.001964588,0.009918877,0.09757218],"genre_scores_gemma":[0.8103328,0.004316917,0.1398624,0.0004566033,0.0001063126,0.0004238803,0.001761024,0.0004422142,0.04229782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006621099,"threshold_uncertainty_score":0.02214974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754830060","doi":"10.24089/j.sisfo.2017.05.002","title":"Pemetaan Proses Bisnis dengan Pendekatan Klasifikasi Proses CIMOSA: Studi Kasus Perusahaan Pengelola Kawasan Industri","year":2017,"lang":"id","type":"article","venue":"Sisfo","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":1,"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":"Business administration; Business","authors":[{"name":"Effi Latiffianti","is_ca":false},{"name":"Stefanus Eko Wiratno","is_ca":false},{"name":"Dewanti Anggrahini","is_ca":false},{"name":"Muhammad Saiful Hakim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0683236777932851,"gpt":0.2775317304467386,"spread":0.2092080526534535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008646119,0.000356209,0.0002275785,0.001120861,0.0008993928,0.003158,0.000357612,0.0003827594,0.006206963],"category_scores_gemma":[0.002060249,0.0002558278,0.0002697341,0.001366429,0.0007895307,0.00284213,0.0009310524,0.0005807998,0.001114036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006351942,"about_ca_system_score_gemma":0.000899785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198277,"about_ca_topic_score_gemma":0.006264052,"domain_scores_codex":[0.9993827,0.000143489,0.00004544938,0.0001207433,0.0002276697,0.00007994731],"domain_scores_gemma":[0.9990662,0.0005147621,0.0001300773,0.00005513169,0.000171998,0.00006194084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000865999,0.001072109,0.22709,0.003626984,0.000167773,0.005977867,0.1834247,0.001934116,0.02683507,0.02948547,0.005552532,0.5139673],"study_design_scores_gemma":[0.00003589667,0.001347674,0.4161273,0.001745175,0.0003513597,0.004119426,0.2817103,0.002343581,0.01489914,0.01057986,0.266608,0.0001322835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296044,0.004583495,0.002249407,0.0003652907,0.00003968695,0.00007024888,0.0001095067,0.00003076245,0.06294722],"genre_scores_gemma":[0.9844797,0.003702093,0.00192976,0.000045805,0.00001261086,0.00005584687,0.00009653404,0.00001535511,0.009662306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006206963,"threshold_uncertainty_score":0.02076435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790226587","doi":"10.24089/j.sisfo.2018.01.003","title":"Identifikasi Permasalahan Implementasi Arsitektur Enterprise di Tiga Instansi Pemerintah Daerah","year":2018,"lang":"id","type":"article","venue":"Sisfo","topic":"Economic Growth and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Geography; Art","authors":[{"name":"Khakim Ghozali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02426566856966694,"gpt":0.2408355645969361,"spread":0.2165698960272692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003208129,0.0003400119,0.0003623884,0.001777814,0.0007987474,0.003515071,0.0007692567,0.00071988,0.01625811],"category_scores_gemma":[0.009011819,0.000199028,0.0004383568,0.001994767,0.0006270333,0.001838465,0.001677785,0.001480572,0.002341324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720927,"about_ca_system_score_gemma":0.006047476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02535856,"about_ca_topic_score_gemma":0.04311524,"domain_scores_codex":[0.9958294,0.0009634554,0.0002085104,0.0004940886,0.001439953,0.001064666],"domain_scores_gemma":[0.9891185,0.004222411,0.002040528,0.001008974,0.002408291,0.001201323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003571886,0.001302918,0.7710395,0.0004287423,0.0002337867,0.0002867908,0.004666509,0.002837487,0.002203338,0.02120309,0.01263557,0.182805],"study_design_scores_gemma":[0.0000441446,0.0004503728,0.9131853,0.0002377827,0.0002279387,0.0002063326,0.01447583,0.004830547,0.003236792,0.003687449,0.05937824,0.00003934867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921461,0.0004254369,0.003595657,0.002088981,0.00005644812,0.0002298941,0.003349545,0.0001755185,0.06861753],"genre_scores_gemma":[0.9695159,0.0002715249,0.00391154,0.0001695272,0.00002958418,0.0001858066,0.001807283,0.00003734837,0.02407151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02535856,"threshold_uncertainty_score":0.05438882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}