{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"540fadef2173","filters":{"venue":"Korean Journal of Soil Science and Fertilizer"}},"results":[{"id":"W4214928625","doi":"10.7745/kjssf.2022.55.1.058","title":"Prediction of Soil Organic Carbon Contents of Rice Paddies in South-Western Coastal Area of Korea Using Random Forest Models","year":2022,"lang":"en","type":"article","venue":"Korean Journal of Soil Science and Fertilizer","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Rural Development Administration","keywords":"Silt; Environmental science; Soil science; Soil water; Soil carbon; Soil test; Vegetation (pathology); Total organic carbon; Hydrology (agriculture); Soil survey; Soil texture; Geology; Environmental chemistry; Geotechnical engineering","authors":[{"name":"Hyun-Jin Park","is_ca":true},{"name":"Woo‐Jung Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0450006465110102,"gpt":0.2106715687540312,"spread":0.165670922243021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530641,0.0001530455,0.0004637376,0.0001128523,0.0002075067,0.00002702066,0.0005544944,0.00004938468,0.000006634502],"category_scores_gemma":[0.0001585786,0.00006442373,0.00009622629,0.001193099,0.0007378439,0.0005365819,0.0002435543,0.0001997723,6.968759e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006032787,"about_ca_system_score_gemma":0.00009790385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009747907,"about_ca_topic_score_gemma":0.001096812,"domain_scores_codex":[0.9973903,0.0001004969,0.0007609309,0.0002566709,0.001181916,0.0003096983],"domain_scores_gemma":[0.9983236,0.0001383895,0.0008284282,0.0000697679,0.0005060458,0.0001338139],"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":[0.0005914337,0.0002026568,0.4660985,0.00002722122,0.00001692445,0.00001178299,0.003083909,0.005350909,0.523901,0.0000168704,0.00001055109,0.0006882632],"study_design_scores_gemma":[0.001532408,0.00109775,0.9278645,0.0001997472,0.00005846002,0.0001834917,0.01061491,0.03285691,0.02459477,0.0008014963,0.000003646447,0.000191931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991047,0.0002627121,0.00001886863,0.00005449826,0.0001317078,0.0001323475,0.0001150596,0.000004973349,0.0001751253],"genre_scores_gemma":[0.9998439,0.00005151356,0.00002534548,0.00002157037,0.0000318939,0.000001933747,0.000004259695,0.000001244772,0.0000183432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4993062,"threshold_uncertainty_score":0.2718616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977522551","doi":"10.7745/kjssf.2013.46.3.153","title":"Comparison of Soil Testing Methods for Plant Available Phosphate","year":2013,"lang":"en","type":"article","venue":"Korean Journal of Soil Science and Fertilizer","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Phosphate; Soil water; Chemistry; Soil test; Extraction (chemistry); Agronomy; Environmental chemistry; Environmental science; Soil science; Chromatography; Biology","authors":[{"name":"Myung Sook Kim","is_ca":false},{"name":"Han Kang Kwak","is_ca":false},{"name":"Yoo Hak Kim","is_ca":false},{"name":"Seong Soo Kang","is_ca":false},{"name":"Myung Suk Gong","is_ca":false},{"name":"Yong Seon Zhang","is_ca":false},{"name":"Hong Bae Yoon","is_ca":false},{"name":"Chang Hoon Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07160616003591616,"gpt":0.3081973699710744,"spread":0.2365912099351582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002670569,0.0001686546,0.0004148058,0.00004571927,0.0004608569,0.0001827813,0.0007121245,0.00006874259,0.00003399091],"category_scores_gemma":[0.0009470042,0.00005755622,0.00008762561,0.0009225405,0.0006387436,0.0008867719,0.0001129477,0.00016483,0.00001125444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003296866,"about_ca_system_score_gemma":0.0000826543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003475102,"about_ca_topic_score_gemma":0.00005962136,"domain_scores_codex":[0.9979266,0.00006232598,0.0006262782,0.0003041906,0.0005917925,0.0004888353],"domain_scores_gemma":[0.9972928,0.000711409,0.0006067339,0.00006658802,0.001009871,0.0003126472],"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":[0.0000952188,0.0002017265,0.138945,0.00003093004,0.0000163355,0.000002883996,0.0006460561,0.00007948275,0.6016325,0.0001530228,0.008390595,0.2498063],"study_design_scores_gemma":[0.0005653511,0.001748128,0.5846952,0.0002585709,0.00006180712,0.0002178455,0.002631107,0.02153369,0.3804074,0.003213265,0.004161604,0.0005060629],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970748,0.000676174,0.0001019148,0.0004023372,0.0002474964,0.000195991,0.00001118356,0.00001367587,0.001276464],"genre_scores_gemma":[0.9893621,0.00004508613,0.01013641,0.0001430782,0.0001304946,0.000006368647,0.000002322995,0.000001075269,0.0001731127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4457502,"threshold_uncertainty_score":0.3544585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604586710","doi":"10.7745/kjssf.2016.49.6.655","title":"Hydraulic Characteristics of Arable Fields in Korea and Applicability of Pedotransfer Functions","year":2016,"lang":"en","type":"article","venue":"Korean Journal of Soil Science and Fertilizer","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Rural Development Administration","keywords":"Pedotransfer function; Arable land; Hydraulic conductivity; Soil water; Soil science; Silt; Bulk density; Organic matter; Environmental science; Soil organic matter; Agronomy; Geology; Geography; Chemistry; Agriculture","authors":[{"name":"Kang-Ho Jung","is_ca":false},{"name":"Yeon-Kyu Sonn","is_ca":false},{"name":"Seung-Oh Hur","is_ca":false},{"name":"Kyung-Hwa Han","is_ca":false},{"name":"Hee-Rae Cho","is_ca":false},{"name":"Mijin Seo","is_ca":false},{"name":"Mun-Ho Jung","is_ca":false},{"name":"Seyeong Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131769712420566,"gpt":0.2025927687604479,"spread":0.1894157975183913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137282,0.00009925805,0.0002676701,0.0000443306,0.0001016716,0.00002344183,0.0002888831,0.0000628218,0.00001460644],"category_scores_gemma":[0.000205549,0.0000305009,0.00004744782,0.000570163,0.000935652,0.000412597,0.00005370599,0.0001032392,8.82166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001816336,"about_ca_system_score_gemma":0.00004618827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023594,"about_ca_topic_score_gemma":0.0002552271,"domain_scores_codex":[0.9986525,0.00003311424,0.0004459586,0.0002104814,0.0004304349,0.0002274746],"domain_scores_gemma":[0.999096,0.0002002394,0.0002026034,0.00005879088,0.0002882869,0.0001541134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000181736,0.0002067318,0.5711039,0.00002613296,0.00000675205,0.0000057433,0.0004962035,0.000004749348,0.3016363,0.0002261605,0.00011689,0.1259886],"study_design_scores_gemma":[0.0001835274,0.0003004739,0.9851624,0.00007992849,0.000009447506,0.00004437264,0.0003561637,0.00003583616,0.01293332,0.0006742313,0.0001376526,0.00008265611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983476,0.00008502424,0.00003524119,0.0008161317,0.00005675258,0.0000745819,0.00002206197,0.000003401517,0.0005591502],"genre_scores_gemma":[0.99963,0.0001961723,0.00003561504,0.00005141264,0.00003840913,0.000001364419,4.998448e-7,4.142128e-7,0.00004609658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4140584,"threshold_uncertainty_score":0.3447449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411250482","doi":"10.7745/kjssf.2025.58.2.240","title":"Evaluation of long-term water quality trends and CCME-WQI applicability in agricultural watersheds of Korea","year":2025,"lang":"en","type":"article","venue":"Korean Journal of Soil Science and Fertilizer","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Rural Development Administration","keywords":"Term (time); Agriculture; Water quality; Environmental science; Water resource management; Geography; Archaeology; Ecology","authors":[{"name":"So-Jin Yeob","is_ca":false},{"name":"Goo-Bok Jung","is_ca":false},{"name":"Byung-Mo Lee","is_ca":false},{"name":"Jaewon Jeong","is_ca":false},{"name":"Min Gyeong Kim","is_ca":false},{"name":"Jessica Xia Yu","is_ca":false},{"name":"Yun-Gi Cho","is_ca":false},{"name":"Na-Young Park","is_ca":false},{"name":"Jong-Hee Shin","is_ca":false},{"name":"Youngmin Jin","is_ca":false},{"name":"Y Ko","is_ca":false},{"name":"Soon-Kun Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03709112328662147,"gpt":0.3303649862180889,"spread":0.2932738629314674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008345386,0.0001014507,0.0002576562,0.0001525299,0.00007940504,0.00002910243,0.0002197754,0.0000459514,0.0001411289],"category_scores_gemma":[0.00006659981,0.00005708513,0.00005113287,0.0004573888,0.00112326,0.0004645199,0.0001468542,0.0001048427,0.000001036542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811461,"about_ca_system_score_gemma":0.00005914049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002979007,"about_ca_topic_score_gemma":0.0002360717,"domain_scores_codex":[0.9976728,0.0002416979,0.0006389514,0.0002076219,0.001033219,0.0002057143],"domain_scores_gemma":[0.9993618,0.00003265969,0.000195385,0.0001488592,0.0001646488,0.0000966089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001356723,0.0002585893,0.735041,0.00005152961,0.00001621574,0.000001067609,0.003965046,0.0002236602,0.1366942,0.0001188577,0.00003240008,0.1234618],"study_design_scores_gemma":[0.0007091744,0.00007709635,0.9070029,0.00004243947,0.00003847938,0.000006247808,0.0002955925,0.000212561,0.09026492,0.001274208,0.000009863171,0.00006648943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964009,0.00006889801,0.0000441323,0.0008652341,0.00006048148,0.00008929386,0.000003043647,0.000002101001,0.002465936],"genre_scores_gemma":[0.9997757,0.00001906475,0.00007629568,0.00004499316,0.000007498961,0.000002609279,0.000001085632,0.000001521983,0.00007124044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.171962,"threshold_uncertainty_score":0.41387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417265647","doi":"10.7745/kjssf.2025.58.4.465","title":"Assessment of temporal trends of water quality in agricultural watersheds of Jeonnam Province using the CCME-WQI","year":2025,"lang":"en","type":"article","venue":"Korean Journal of Soil Science and Fertilizer","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","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":"Rural Development Administration","keywords":"Agriculture; Water quality; Farm water; Quality (philosophy); Hydrology (agriculture)","authors":[{"name":"Soyoun Lee","is_ca":false},{"name":"Hyeon Ji Kim","is_ca":false},{"name":"S. H. Kim","is_ca":false},{"name":"Kyungjin Kwak","is_ca":false},{"name":"S. H. Kim","is_ca":false},{"name":"Susumu Ko","is_ca":false},{"name":"Byung-Mo Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02891706027325435,"gpt":0.3221420832693546,"spread":0.2932250229961003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003551449,0.0001081744,0.0003067436,0.0001578617,0.0001020853,0.00002496216,0.00041642,0.00003831895,0.00007254886],"category_scores_gemma":[0.0000265816,0.00005094269,0.00008523391,0.0005827241,0.001337153,0.0004637906,0.0001970074,0.0001419749,2.682444e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595932,"about_ca_system_score_gemma":0.0001374991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137504,"about_ca_topic_score_gemma":0.0002526581,"domain_scores_codex":[0.9978312,0.0001822829,0.0008421342,0.0001594882,0.0007518701,0.0002329849],"domain_scores_gemma":[0.9992387,0.00003550746,0.0003909346,0.0001728502,0.00009457498,0.00006747864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001056373,0.0003091064,0.5869337,0.00007034467,0.00002197008,0.000002597962,0.003375725,0.001931427,0.4013933,0.0007102258,0.00006494632,0.005081015],"study_design_scores_gemma":[0.0004528339,0.0001215424,0.8625472,0.00009221253,0.00001965772,0.000006381193,0.001426818,0.0008459399,0.1339311,0.0004202922,0.00006622654,0.00006982304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960822,0.00003210627,0.0002027821,0.0009603779,0.00009827827,0.00007103559,0.000004429523,0.000001598732,0.002547227],"genre_scores_gemma":[0.9991065,0.000009284491,0.0006432142,0.00006219873,0.000008164114,7.655695e-7,5.690927e-7,0.000001955783,0.0001673697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2756135,"threshold_uncertainty_score":0.4926796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}