{"meta":{"query_hash":"89b1e59b2f5f","filters":{"venue":"Prosiding Seminar Nasional Penelitian dan Pengabdian kepada Masyarakat"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/89b1e59b2f5f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Prosiding+Seminar+Nasional+Penelitian+dan+Pengabdian+kepada+Masyarakat"},"results":[{"id":"W3205440656","doi":"10.24967/psn.v1i1.1011","title":"PENDAMPINGAN ONLINE DALAM JARINGAN (DARING) SERTIFIKASI KOMPETENSI TENAGA KERJA KONSTRUKSI PADA MASA PANDEMI COVID-19 DI PROVINSI LAMPUNG","year":2020,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Penelitian dan Pengabdian kepada Masyarakat","topic":"Occupational Health and Safety Management","field":"Health Professions","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":"Humanities; Physics; Political science; Forestry; Art; Geography","score_opus":0.11795570658598666,"score_gpt":0.37254722071598484,"score_spread":0.2545915141299982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205440656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7932527,0.007314133,0.0016844127,0.16206592,0.006996297,0.017730124,0.0029921809,0.0026380122,0.005326217],"genre_scores_gemma":[0.93077505,0.0020102772,0.0036065252,0.03129299,0.004418649,0.0005497973,0.005388669,0.0006506776,0.021307372],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9795156,0.0032657417,0.0046715885,0.0043777097,0.0033759857,0.004793354],"domain_scores_gemma":[0.98334706,0.00359451,0.0023228072,0.0020059354,0.0011852697,0.00754441],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0038831504,0.0025685946,0.0027911044,0.0008248708,0.0077556134,0.00058925804,0.0025242174,0.0016167619,0.00043299285],"category_scores_gemma":[0.0072764694,0.002645684,0.0010114172,0.002169302,0.0008336107,0.001385947,0.0031197586,0.0062065083,0.0009328188],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012564126,0.005510884,0.6709336,0.06801137,0.001640926,0.0070145503,0.040315196,0.0028482592,0.03373398,0.05233263,0.08076576,0.024328692],"study_design_scores_gemma":[0.011044664,0.0028518853,0.27097785,0.008848537,0.001027422,0.00046994985,0.027683945,0.018544553,0.0018019701,0.00090758887,0.6496504,0.006191232],"about_ca_topic_score_codex":0.00077617017,"about_ca_topic_score_gemma":0.0013688115,"teacher_disagreement_score":0.5688846,"about_ca_system_score_codex":0.0032212918,"about_ca_system_score_gemma":0.009012401,"threshold_uncertainty_score":0.9998451},"labels":[],"label_agreement":null},{"id":"W3206791991","doi":"10.24967/psn.v1i1.803","title":"Dampak Penerapan Prinsip Good University Governance Terhadap Keunggulan Bersaing Dengan Intellectual Capital Sebagai Variabel Mediasi","year":2020,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Penelitian dan Pengabdian kepada Masyarakat","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","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":"Institute on Governance","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03463768347283399,"score_gpt":0.2742010977066623,"score_spread":0.2395634142338283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206791991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674575,0.0029254141,0.0004150933,0.014281714,0.0029627823,0.0015032804,0.00020514862,0.00044152184,0.009807575],"genre_scores_gemma":[0.9731851,0.0010499762,0.005298093,0.0013775444,0.0037218956,0.000024542402,0.00033721997,0.0001798575,0.014825764],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892358,0.0032752373,0.0010374559,0.002230189,0.0022903455,0.0019309815],"domain_scores_gemma":[0.9921508,0.0035740202,0.0008948779,0.0006700534,0.00058392156,0.0021263238],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030078248,0.0011387867,0.0011724671,0.0002482681,0.0035531379,0.0006727343,0.0021705441,0.00072817795,0.0007091804],"category_scores_gemma":[0.0061104796,0.0013309828,0.00063502404,0.0021384791,0.0010402686,0.001353232,0.00081968086,0.0024068807,0.0003776374],"study_design_candidate":"qualitative","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":[0.0015965076,0.0031045773,0.10621364,0.002084283,0.0014494215,0.0018374261,0.5588561,0.0007611164,0.11880637,0.11974055,0.068898514,0.016651481],"study_design_scores_gemma":[0.004477555,0.0020602467,0.07929143,0.0033326373,0.001083619,0.00033392746,0.21840869,0.0030714544,0.02618465,0.00094676396,0.65418494,0.0066241045],"about_ca_topic_score_codex":0.0011060545,"about_ca_topic_score_gemma":0.0003540839,"teacher_disagreement_score":0.5852864,"about_ca_system_score_codex":0.0015009632,"about_ca_system_score_gemma":0.0025935487,"threshold_uncertainty_score":0.9998946},"labels":[],"label_agreement":null},{"id":"W4210769917","doi":"10.24967/psn.v1i1.851","title":"PELATIHAN PEMANFAATAN GOOGLE FORM PADA APARAT DAN PERANGKAT DESA NEGARA SAKA KABUPATEN PESAWARAN DALAM RANGKA PENINGKATAN PROGRAM KERJA DESA","year":2020,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Penelitian dan Pengabdian kepada Masyarakat","topic":"Local Governance and Development","field":"Social Sciences","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":"Physics; Humanities; Operating system; Computer science; Art","score_opus":0.03535087241341549,"score_gpt":0.283944626239265,"score_spread":0.24859375382584947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210769917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9600197,0.007568433,0.0002006117,0.010118793,0.0022012852,0.007379821,0.00051148667,0.0013157767,0.010684111],"genre_scores_gemma":[0.97745883,0.0019219683,0.0037601267,0.0018445111,0.002705447,0.00077306974,0.0010804387,0.00044476526,0.010010856],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9832557,0.0012752733,0.0027108637,0.0038837844,0.0045754407,0.004298935],"domain_scores_gemma":[0.99166644,0.0009411767,0.0015143756,0.0014416656,0.00080123806,0.0036351327],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0024383578,0.0025083632,0.0025067474,0.0004133813,0.0050140754,0.0024321855,0.0035055312,0.0012482271,0.0005063228],"category_scores_gemma":[0.0012001734,0.0025883233,0.0013333331,0.002838366,0.0016508306,0.003172657,0.0014561751,0.0025892688,0.0011736457],"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":[0.01139248,0.007371861,0.2166616,0.007423227,0.0028353948,0.009836179,0.3349832,0.00039992708,0.10963811,0.025889836,0.113990664,0.15957752],"study_design_scores_gemma":[0.0136485435,0.006727898,0.10283664,0.0075710947,0.001630111,0.0008157717,0.08737367,0.007980798,0.081465386,0.001906104,0.6742289,0.013815063],"about_ca_topic_score_codex":0.0011031373,"about_ca_topic_score_gemma":0.001611176,"teacher_disagreement_score":0.56023824,"about_ca_system_score_codex":0.0020067007,"about_ca_system_score_gemma":0.0028052286,"threshold_uncertainty_score":0.9997118},"labels":[],"label_agreement":null}]}