{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"c886a3840aba","filters":{"venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang"}},"results":[{"id":"W4385346445","doi":"10.51826/fokus.v21i1.737","title":"PERENCANAAN PEMBANGUNAN","year":2023,"lang":"id","type":"article","venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang","topic":"Local Governance and Development","field":"Social Sciences","cited_by":50,"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; Physics; Art","authors":[{"name":"Jauhariah Jauhariah","is_ca":true},{"name":"Martinus Syamsudin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02328936380859819,"gpt":0.2600619199211666,"spread":0.2367725561125684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002124825,0.001367691,0.001414734,0.00138974,0.003901536,0.001422153,0.003002417,0.001025965,0.008385545],"category_scores_gemma":[0.0006366411,0.001563284,0.0008892871,0.007192784,0.00147183,0.002910304,0.001552678,0.001567265,0.007781216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681355,"about_ca_system_score_gemma":0.003586372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123147,"about_ca_topic_score_gemma":0.009535288,"domain_scores_codex":[0.988473,0.001005665,0.001230417,0.002290515,0.0033742,0.003626206],"domain_scores_gemma":[0.9944523,0.0004800984,0.000896255,0.001501818,0.0008968217,0.001772735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003427301,0.0007713724,0.01052529,0.0002473405,0.001278938,0.002860825,0.05162138,0.00005737454,0.0005199116,0.1413991,0.7699988,0.02037691],"study_design_scores_gemma":[0.002309469,0.0004399097,0.01781889,0.000317568,0.000556095,0.00002403423,0.2022182,0.0001670864,0.0002775892,0.00101279,0.7728748,0.001983563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3955553,0.002417967,0.0001380292,0.01567394,0.006858186,0.002275008,0.0008050111,0.002062421,0.5742142],"genre_scores_gemma":[0.897485,0.002684158,0.0004053778,0.001038544,0.001173071,0.00003319938,0.0006487994,0.0002211476,0.09631067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5019298,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086966281","doi":"10.51826/fokus.v17i1.264","title":"IMPLEMENTASI KEBIJAKAN KARTU TANDA PENDUDUK ELEKTRONIK (E-KTP)","year":2019,"lang":"id","type":"article","venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang","topic":"Local Governance and Development","field":"Social 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":"Humanities; Physics; Political science; Art","authors":[{"name":"Hisnindar","is_ca":true},{"name":"Abang Zainudin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01138367996324917,"gpt":0.2446117306105386,"spread":0.2332280506472894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002350707,0.001806626,0.001952235,0.0009261593,0.002940061,0.001763363,0.003487866,0.0010728,0.03254118],"category_scores_gemma":[0.0002710547,0.002046404,0.001111097,0.003196531,0.001108396,0.004566259,0.001836592,0.002047816,0.00720795],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006251762,"about_ca_system_score_gemma":0.004069049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008117831,"about_ca_topic_score_gemma":0.006373992,"domain_scores_codex":[0.9859116,0.001224407,0.001735341,0.002903301,0.003979667,0.004245664],"domain_scores_gemma":[0.9931604,0.0004963158,0.001490261,0.002021235,0.0009972579,0.001834529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001467778,0.00239572,0.05480282,0.000537691,0.003335152,0.001574679,0.03845994,0.00006247152,0.002160558,0.3284601,0.5394683,0.02727472],"study_design_scores_gemma":[0.005322083,0.001024702,0.008304591,0.0003517178,0.0007339253,0.00004788316,0.1370115,0.00005980413,0.0007695793,0.0006948683,0.8431885,0.002490896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.420841,0.003281434,0.0001959896,0.007305683,0.006406249,0.003900733,0.001094715,0.0007302592,0.556244],"genre_scores_gemma":[0.9353126,0.001589261,0.0008401109,0.001586409,0.001000877,0.00003169854,0.0007000301,0.0002527456,0.05868628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5144716,"threshold_uncertainty_score":0.9994679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127928415","doi":"10.51826/fokus.v18i1.397","title":"MANAJEMEN KEPALA DESA DALAM PELAKSANAAN PEMBANGUNAN","year":2020,"lang":"id","type":"article","venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang","topic":"Local Governance and Development","field":"Social 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":"Encana (Canada)","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Kaja Kaja","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.024674853290307,"gpt":0.2389547504177341,"spread":0.2142798971274271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001321504,0.001616283,0.00171144,0.0005524305,0.003184449,0.001553944,0.00352211,0.001027722,0.00616185],"category_scores_gemma":[0.0006504067,0.001869691,0.0009940576,0.00394316,0.001479862,0.00339719,0.001751318,0.001898758,0.001970667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003095003,"about_ca_system_score_gemma":0.002842204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002938787,"about_ca_topic_score_gemma":0.003609795,"domain_scores_codex":[0.9880629,0.00115475,0.001476499,0.002715859,0.003372449,0.003217599],"domain_scores_gemma":[0.9935194,0.0003385832,0.001189937,0.00127934,0.000867137,0.002805608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001464176,0.002074256,0.04467211,0.0007928002,0.003625658,0.005563368,0.1342121,0.0001455062,0.001495745,0.3179109,0.4597442,0.02829912],"study_design_scores_gemma":[0.003594054,0.000885944,0.01081196,0.0002873056,0.0009996051,0.0000239541,0.1555435,0.0002620505,0.0005892699,0.0004428693,0.8241246,0.002434919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2500715,0.006671682,0.001076928,0.04417376,0.004383615,0.003956698,0.0005347169,0.001545875,0.6875852],"genre_scores_gemma":[0.9697459,0.002014023,0.001607035,0.00322491,0.001610309,0.00002704983,0.0004453154,0.0002611111,0.02106434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7196744,"threshold_uncertainty_score":0.9996585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127664817","doi":"10.51826/fokus.v18i2.422","title":"PELAYANAN PENDAFTARAN HAK ATAS TANAH","year":2020,"lang":"id","type":"article","venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang","topic":"Legal Studies and Policies","field":"Social Sciences","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; Computer science; Art","authors":[{"name":"Hengky Barnabas","is_ca":true},{"name":"Gunawan Gunawan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02867930397625921,"gpt":0.2519288858745759,"spread":0.2232495818983167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001148061,0.001708855,0.00198888,0.0005941019,0.005822212,0.001926945,0.003600979,0.0009625718,0.01104366],"category_scores_gemma":[0.0007534779,0.001917319,0.001304618,0.004193488,0.002449361,0.003290795,0.002010155,0.002225347,0.002793119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164325,"about_ca_system_score_gemma":0.001606955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02406959,"about_ca_topic_score_gemma":0.009940888,"domain_scores_codex":[0.9885643,0.001434065,0.001385545,0.002393564,0.002704368,0.003518162],"domain_scores_gemma":[0.9934093,0.0005191782,0.001056422,0.001307028,0.0009121101,0.002795982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009271613,0.0009157644,0.01055485,0.0004879956,0.002783712,0.001709798,0.1314297,0.00008764677,0.0004302282,0.1177547,0.7260363,0.006882129],"study_design_scores_gemma":[0.002500704,0.0009818906,0.003314054,0.0001414302,0.001252512,0.00002321417,0.1913846,0.0001738534,0.0001193307,0.0001926707,0.7980325,0.001883167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.178553,0.01284606,0.0002159452,0.1084242,0.0044744,0.003069306,0.002651886,0.001366002,0.6883993],"genre_scores_gemma":[0.973918,0.002959174,0.000429557,0.004991167,0.002896279,0.00001685273,0.0004665196,0.0002461511,0.01407628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7953651,"threshold_uncertainty_score":0.9995658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249472763","doi":"10.51826/fokus.v14i2.33","title":"EVALUASI PROGRAM NASIONAL PEMBERDAYAAN MASYARAKAT PENGEMBANGAN INFRASTRUKTUR EKONOMI WILAYAH (PNPM-PISEW)","year":2017,"lang":"id","type":"article","venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"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":"Political science; Business","authors":[{"name":"Aida Fitriani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02583238045754054,"gpt":0.297258440369073,"spread":0.2714260599115325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00285233,0.002114879,0.00206601,0.0008412919,0.01104691,0.005217136,0.00659551,0.001523058,0.003984015],"category_scores_gemma":[0.00139618,0.002353501,0.0013173,0.001374076,0.003545769,0.006682085,0.003405937,0.002579354,0.001735419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004912867,"about_ca_system_score_gemma":0.005217915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006338667,"about_ca_topic_score_gemma":0.007044964,"domain_scores_codex":[0.985331,0.001222352,0.001865952,0.003228597,0.00431915,0.004032933],"domain_scores_gemma":[0.9891996,0.0004519041,0.002925517,0.003395335,0.001582161,0.002445446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003023786,0.007126238,0.1260798,0.0007055235,0.005222354,0.004465123,0.03592063,0.0001433442,0.0008387337,0.138616,0.4532127,0.2246457],"study_design_scores_gemma":[0.006340773,0.001595557,0.1264106,0.0007427228,0.001437529,0.00009347454,0.06276497,0.0003365827,0.0005323483,0.0007099975,0.7956033,0.003432159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6001467,0.002033129,0.00007845727,0.009587988,0.006588965,0.004260926,0.0006338197,0.0008947789,0.3757753],"genre_scores_gemma":[0.9693731,0.001585752,0.002176127,0.0006720915,0.001995998,0.0001225281,0.0004932774,0.000293958,0.02328715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3692265,"threshold_uncertainty_score":0.9997732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388953350","doi":"10.51826/fokus.v20i2.642","title":"IMPLEMENTASI PROGRAM KELUARGA HARAPAN DI KECAMATAN SEPAUK","year":2022,"lang":"id","type":"article","venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"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":"Humanities; Political science; Physics; Art","authors":[{"name":"Syekh Mochsin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01854780734762724,"gpt":0.2735220076649761,"spread":0.2549742003173489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002666212,0.001607911,0.001608115,0.001039771,0.008964801,0.001792007,0.004225885,0.0005458621,0.0343259],"category_scores_gemma":[0.0002114902,0.001953445,0.001080621,0.005031288,0.00126955,0.003096761,0.003931992,0.002515847,0.0008290699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008570875,"about_ca_system_score_gemma":0.00392826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008571443,"about_ca_topic_score_gemma":0.004119846,"domain_scores_codex":[0.9847062,0.00204108,0.001681575,0.00273594,0.004840517,0.003994717],"domain_scores_gemma":[0.9939859,0.0003484868,0.001516075,0.001764352,0.0006983739,0.001686799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001459805,0.007183273,0.02969249,0.0003689756,0.003496502,0.003451319,0.06285417,0.0001406272,0.0005380413,0.1413833,0.6458715,0.1035601],"study_design_scores_gemma":[0.003396011,0.001542479,0.006694453,0.00008408137,0.0007119228,0.00007840482,0.210603,0.0001089566,0.0001851998,0.0004308527,0.7741686,0.001996063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4568274,0.004655735,0.000225886,0.01727816,0.009639837,0.009958101,0.004842702,0.002638059,0.4939342],"genre_scores_gemma":[0.9711584,0.0009276596,0.00117811,0.001618255,0.0008732579,0.0003041026,0.00173895,0.0002888168,0.02191246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.514331,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392064645","doi":"10.51826/fokus.v19i2.558","title":"PENINGKATAN KOMPETENSI SUMBER DAYA MANUSIA DALAM PENGEMBANGAN SEKTOR PARIWISATA","year":2022,"lang":"id","type":"article","venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"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; Business administration; Environmental science","authors":[{"name":"A.M. YADISAR","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01750354603469061,"gpt":0.2447147111280132,"spread":0.2272111650933226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006110894,0.001871295,0.002008558,0.001655372,0.01469288,0.001949649,0.00605318,0.0007780812,0.0185758],"category_scores_gemma":[0.0009245762,0.002419339,0.001222275,0.005075709,0.00219261,0.003453522,0.007101826,0.00514311,0.0003555587],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009018489,"about_ca_system_score_gemma":0.005529468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152975,"about_ca_topic_score_gemma":0.008460964,"domain_scores_codex":[0.9805043,0.006732592,0.001777966,0.002854763,0.004219041,0.00391135],"domain_scores_gemma":[0.9905635,0.00132442,0.001391688,0.003470564,0.001448746,0.001801115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002582181,0.006102427,0.1035634,0.0009030807,0.003350563,0.007525736,0.145826,0.0002866635,0.0004232043,0.1415291,0.5734632,0.01444451],"study_design_scores_gemma":[0.002752472,0.0007270802,0.01183838,0.00007531016,0.000875989,0.00008036022,0.3281205,0.0001359658,0.00006070589,0.0006816311,0.6525061,0.002145527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7141698,0.001842185,0.00006307259,0.01433423,0.004488251,0.003591041,0.0009838714,0.001080145,0.2594474],"genre_scores_gemma":[0.951448,0.0002622498,0.0007477721,0.0007269885,0.000763966,0.00009684981,0.002298807,0.0002962423,0.04335915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372782,"threshold_uncertainty_score":0.9994031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086654752","doi":"10.51826/fokus.v15i1.76","title":"IMPLEMENTASI KEBIJAKAN PENATAAN PEDAGANG KAKI LIMA","year":2017,"lang":"id","type":"article","venue":"FOKUS Publikasi Ilmiah untuk Mahasiswa Staf Pengajar dan Alumni Universitas Kapuas Sintang","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"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":"Humanities; Political science; Art","authors":[{"name":"Abang Zainudin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03301624493987442,"gpt":0.3036231206766486,"spread":0.2706068757367742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002532666,0.001732058,0.001754382,0.000777637,0.01247678,0.005234345,0.006605835,0.001021449,0.01083915],"category_scores_gemma":[0.0009337539,0.00197415,0.001068594,0.001196192,0.002474959,0.007131948,0.003581284,0.00190053,0.002473603],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004207053,"about_ca_system_score_gemma":0.003343788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02252151,"about_ca_topic_score_gemma":0.02224268,"domain_scores_codex":[0.9872532,0.0009225631,0.001564595,0.002751522,0.003577263,0.00393078],"domain_scores_gemma":[0.9905918,0.0003683481,0.002496374,0.003431001,0.001093401,0.002019039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00119782,0.002525841,0.06103709,0.0004877793,0.003291306,0.005108514,0.05695621,0.00001351933,0.0009284629,0.2666724,0.546931,0.05485011],"study_design_scores_gemma":[0.004894962,0.0006688072,0.03525072,0.0004436647,0.001030295,0.00006341065,0.1503434,0.00004724444,0.0008051912,0.0008879101,0.8028831,0.002681167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3075311,0.003014158,0.0002329221,0.0206231,0.007631382,0.00327251,0.001514615,0.0007648425,0.6554154],"genre_scores_gemma":[0.9516335,0.00200344,0.001136482,0.001182389,0.001646001,0.00003283025,0.0004781302,0.0002416732,0.04164559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6441023,"threshold_uncertainty_score":0.9996156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}