{"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":"957f9fdc4a1a","filters":{"venue":"Seminar Nasional Geomatika"}},"results":[{"id":"W2916627354","doi":"10.24895/sng.2018.3-0.1034","title":"PERUBAHAN PENGGUNAAN LAHAN DAN FAKTOR-FAKTOR YANG MEMPENGARUHI DI SEKITAR AREA PANAM KOTA PEKANBARU","year":2019,"lang":"id","type":"article","venue":"Seminar Nasional Geomatika","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":5,"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":"Forestry; Geography","authors":[{"name":"Yusra Aulia Sari","is_ca":true},{"name":"Dewanti Dewanti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01565782311039116,"gpt":0.2076332459369184,"spread":0.1919754228265272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203411,0.0008480545,0.0007766337,0.001744041,0.002045555,0.00444875,0.0009487605,0.001249477,0.02618703],"category_scores_gemma":[0.00159545,0.000516571,0.0008758582,0.002215542,0.001199543,0.002810634,0.002767792,0.001584012,0.005645738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181682,"about_ca_system_score_gemma":0.003522561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087512,"about_ca_topic_score_gemma":0.0211373,"domain_scores_codex":[0.9990059,0.0002221211,0.00005993419,0.0002487617,0.0003113836,0.0001519984],"domain_scores_gemma":[0.9987174,0.0003151026,0.0002462813,0.0001584044,0.0004566645,0.0001060355],"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":[0.001599081,0.0006883399,0.09450784,0.009569104,0.0008264611,0.00510032,0.01446002,0.002104549,0.1867962,0.03800783,0.02851999,0.6178202],"study_design_scores_gemma":[0.00007247909,0.0009152238,0.1474179,0.001419254,0.000655389,0.002752272,0.01802261,0.0008202815,0.06521334,0.008371642,0.7541084,0.0002311873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6072389,0.06500663,0.02322329,0.01345397,0.0008579544,0.0006757175,0.005875474,0.001006257,0.2826618],"genre_scores_gemma":[0.7769054,0.04056173,0.017672,0.001586493,0.0002253145,0.0005983756,0.00327053,0.0002240719,0.1589562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02618703,"threshold_uncertainty_score":0.08760434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917192491","doi":"10.24895/sng.2018.3-0.1028","title":"PERKEMBANGAN KOTA PELABUHAN DAN KUALITAS HIDUP DI WILAYAH KECAMATAN BATU AMPAR KOTA BATAM","year":2019,"lang":"id","type":"article","venue":"Seminar Nasional Geomatika","topic":"Coastal Management and Development","field":"Environmental 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":"Forestry; Humanities; Geography; Art","authors":[{"name":"Rifandi Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00711833996824717,"gpt":0.2127689376194742,"spread":0.205650597651227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006302215,0.0008946835,0.001094283,0.001610336,0.002902853,0.005103976,0.0008984687,0.00142212,0.02642174],"category_scores_gemma":[0.0008648801,0.0006427192,0.0009758171,0.00165708,0.001392722,0.003106642,0.002884598,0.002328657,0.008429147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826075,"about_ca_system_score_gemma":0.002977546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006316411,"about_ca_topic_score_gemma":0.01616802,"domain_scores_codex":[0.9991618,0.0000836037,0.00004638926,0.000199414,0.0003520515,0.0001567454],"domain_scores_gemma":[0.9992933,0.0001156402,0.0001118002,0.00006944434,0.0002705156,0.0001391549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001334497,0.0004999441,0.01839376,0.005504443,0.000278787,0.005871912,0.006756841,0.001582447,0.5567003,0.02431909,0.01337653,0.3653814],"study_design_scores_gemma":[0.00005567473,0.0007750365,0.0516853,0.001024999,0.0003530163,0.004058076,0.01095874,0.001527312,0.12852,0.008443301,0.7923889,0.0002096231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5897626,0.05231492,0.05633838,0.007535926,0.002095144,0.0006947182,0.003109603,0.002022238,0.2861265],"genre_scores_gemma":[0.6817735,0.02089038,0.04251263,0.001591734,0.0002516546,0.0003437943,0.001769905,0.0008119924,0.2500544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02642174,"threshold_uncertainty_score":0.08838958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915235827","doi":"10.24895/sng.2018.3-0.1027","title":"PERUBAHAN SISTEM SETTING TERHADAP PERKEMBANGAN AKTIVITAS PASCA REVITALISASI DI TEPIAN SUNGAI KAPUAS KOTA PONTINAK","year":2019,"lang":"id","type":"article","venue":"Seminar Nasional Geomatika","topic":"Coastal Management and Development","field":"Environmental Science","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; Physics; Forestry; Geography; Art","authors":[{"name":"Rido Nor Permadi","is_ca":true},{"name":"Ahmad Sarwadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005895010338984798,"gpt":0.2031368571117429,"spread":0.1972418467727581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006766449,0.0004538519,0.0003006376,0.0008429259,0.003085659,0.003861553,0.0007537503,0.0008309749,0.02868872],"category_scores_gemma":[0.001160839,0.0003100123,0.0003327971,0.001703676,0.001043866,0.001712128,0.004430546,0.001325736,0.004386144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272827,"about_ca_system_score_gemma":0.007928473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03588143,"about_ca_topic_score_gemma":0.06990061,"domain_scores_codex":[0.9994697,0.0001314986,0.0000194821,0.00007298884,0.0001006559,0.0002056379],"domain_scores_gemma":[0.9996243,0.00006302043,0.00005053818,0.00003197234,0.00012806,0.0001021098],"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":[0.0005245695,0.0006641636,0.2041025,0.00468993,0.0003028737,0.01227868,0.06807654,0.002043295,0.01883879,0.1297069,0.1199921,0.4387797],"study_design_scores_gemma":[0.00002913412,0.0002230256,0.1399388,0.0007451505,0.00008918186,0.001359744,0.0385023,0.0006141529,0.002525909,0.004090741,0.811819,0.00006295616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5211086,0.01034774,0.005648331,0.01446981,0.000471324,0.0005073622,0.003726569,0.0009391235,0.4427811],"genre_scores_gemma":[0.8348889,0.006043552,0.004762777,0.001263082,0.00008994978,0.0004250202,0.002211804,0.0001744046,0.1501404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03588143,"threshold_uncertainty_score":0.09597337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}