{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"54ee52baef63","filters":{"venue":"Jurnal Pengabdian Masyarakat Indonesia"}},"results":[{"id":"W4412959585","doi":"10.52436/1.jpmi.3471","title":"Inovasi Desain Rumah Apung Sebagai Solusi Adaptif Penanggulangan Banjir Rob Di Permukiman Pesisir Kelurahan Karangsari Kabupaten Kendal Provinsi Jawa Tengah","year":2025,"lang":"","type":"article","venue":"Jurnal Pengabdian Masyarakat Indonesia","topic":"Environmental Engineering and Cultural Studies","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":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Humanities; Geography; Art","authors":[{"name":"Triyono Triyono","is_ca":false},{"name":"Nashwa Zahra Hasan","is_ca":true},{"name":"Indahsari Kusuma Dewi","is_ca":false},{"name":"Siti Susanti","is_ca":false},{"name":"Dewi Sulistianingsih","is_ca":false},{"name":"Hafiz Rama Devara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009511720969156558,"gpt":0.2132881953319782,"spread":0.2037764743628216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001327014,0.00211312,0.001974567,0.0008699637,0.003142248,0.001685927,0.003463279,0.0008140212,0.0001176408],"category_scores_gemma":[0.0001447925,0.001944425,0.00111726,0.002282977,0.0007687042,0.001912543,0.002329108,0.002872398,0.0003982714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135729,"about_ca_system_score_gemma":0.0005449124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005885567,"about_ca_topic_score_gemma":0.0004335283,"domain_scores_codex":[0.9900055,0.0007046771,0.00205007,0.002635525,0.001722308,0.002881898],"domain_scores_gemma":[0.9957767,0.0003154407,0.0007266415,0.001914913,0.0002812419,0.0009850615],"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":[0.001117102,0.003782319,0.2683408,0.003744212,0.004452441,0.004390469,0.02537329,0.01721057,0.04525842,0.01632794,0.01208095,0.5979215],"study_design_scores_gemma":[0.004377855,0.0008811823,0.9070448,0.001801099,0.0006384325,0.0006444401,0.002483075,0.05159181,0.004630784,0.0002789088,0.02190845,0.003719211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442104,0.0132871,0.01452886,0.009540555,0.004275716,0.002870629,0.0001412124,0.0009733189,0.01017221],"genre_scores_gemma":[0.9885902,0.001002646,0.001939478,0.0008702366,0.0008317382,0.0001851872,0.00007850253,0.000169274,0.006332715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6387039,"threshold_uncertainty_score":0.999428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409899871","doi":"10.52436/1.jpmi.3402","title":"Pendampingan Kelompok melalui Penyuluhan Administrasi dan Pembuatan Pakan Alternatif di Kecamatan Losari, Kabupaten Cirebon Provinsi Jawa Barat","year":2025,"lang":"id","type":"article","venue":"Jurnal Pengabdian Masyarakat Indonesia","topic":"SMEs Development and Digital Marketing","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; Art","authors":[{"name":"Yuke Eliyani","is_ca":false},{"name":"M.Sc Rahmadya Nur Hidayah","is_ca":false},{"name":"Tuti Susilawati","is_ca":false},{"name":"Ikwan Koribudin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01900675705553798,"gpt":0.2868804114576514,"spread":0.2678736544021134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003514514,0.001732865,0.00178935,0.001190464,0.003325249,0.003817717,0.00319397,0.0009941412,0.0005623486],"category_scores_gemma":[0.0008905713,0.001846349,0.0008488311,0.002589163,0.0011345,0.002325887,0.001037653,0.002315436,0.0005478399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668883,"about_ca_system_score_gemma":0.004251676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009826027,"about_ca_topic_score_gemma":0.003414999,"domain_scores_codex":[0.9878067,0.001730234,0.002557484,0.002387577,0.002532825,0.002985214],"domain_scores_gemma":[0.993953,0.001174367,0.00135848,0.001348281,0.0006239443,0.001541952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008420062,0.0008592264,0.9240221,0.0007820749,0.000636729,0.001443582,0.009446707,0.000007256962,0.0009144373,0.008349865,0.006339474,0.04635648],"study_design_scores_gemma":[0.003167044,0.0005070445,0.9069961,0.002127629,0.0004491241,0.0001257157,0.01533417,0.0004376709,0.001712325,0.0006834143,0.06562204,0.002837707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7327557,0.001290429,0.00005866476,0.005264135,0.004046441,0.001790027,0.0000952239,0.0003832226,0.2543162],"genre_scores_gemma":[0.9839991,0.0007273417,0.0001120919,0.0009481824,0.001477535,0.0001204751,0.0003037968,0.0001938489,0.01211767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512434,"threshold_uncertainty_score":0.9999863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387376613","doi":"10.52436/1.jpmi.1729","title":"Pendampingan Edukasi Hak-Hak Konsumen Pengguna Jasa Transportasi Udara Berdasarkan Konvensi Montreal 1999","year":2023,"lang":"id","type":"article","venue":"Jurnal Pengabdian Masyarakat Indonesia","topic":"International Law and Aviation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Adhy Riadhy Arafah","is_ca":false},{"name":"Masitoh Indriani","is_ca":false},{"name":"Nilam Andalia Kurniasari","is_ca":false},{"name":"Auralia Rizki Putri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02061806082474022,"gpt":0.2777543128843727,"spread":0.2571362520596325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002472631,0.001020596,0.001117132,0.0008816323,0.002745953,0.0008871215,0.001572626,0.0008036103,0.001298276],"category_scores_gemma":[0.0002051933,0.001107496,0.0009007294,0.002118073,0.0006810321,0.001402571,0.0001576188,0.001696723,0.005243305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006905429,"about_ca_system_score_gemma":0.001299669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0120361,"about_ca_topic_score_gemma":0.02311162,"domain_scores_codex":[0.9911039,0.0009917733,0.001653847,0.001414053,0.00269596,0.002140494],"domain_scores_gemma":[0.9960458,0.0005878653,0.0009428547,0.0007169566,0.0006048984,0.001101618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001817947,0.002427409,0.5776762,0.001019543,0.002185297,0.006896563,0.07227278,0.0007352096,0.003590653,0.1550622,0.1250091,0.05130707],"study_design_scores_gemma":[0.002010636,0.0002663695,0.8002969,0.000403056,0.0003133807,0.00007200772,0.003932276,0.0004379849,0.0003316549,0.001479135,0.1890675,0.001389034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170497,0.0005496481,0.00005151984,0.01157218,0.004482958,0.001395838,0.0004977115,0.0005544439,0.06384601],"genre_scores_gemma":[0.9689806,0.001616257,0.00006781007,0.0008561279,0.003272785,0.00008495178,0.0008526465,0.0001795395,0.02408929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2226207,"threshold_uncertainty_score":0.9996147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}