{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"a442c44918c2","filters":{"venue":"독도연구"}},"results":[{"id":"W2988080224","doi":"","title":"북극해의 지리적 특성과 유엔 해양법 협약을 통해서 본 관할권","year":2018,"lang":"ko","type":"article","venue":"독도연구","topic":"Arctic and Russian Policy Studies","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":"Arctic; United Nations Convention on the Law of the Sea; Maritime boundary; Jurisdiction; Oceanography; Convention; Sea ice; Arctic ice pack; International law; Geography; Environmental science; Political science; Geology; Law","authors":[{"name":"박종관","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03669762290096888,"gpt":0.3494455815327939,"spread":0.312747958631825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004785152,0.000251514,0.0003399222,0.00006721477,0.002213342,0.00009659991,0.0004771994,0.0002276326,0.002719254],"category_scores_gemma":[0.0002996013,0.0002104352,0.000169579,0.0004559799,0.001922339,0.0001773376,0.0002667737,0.0002225184,0.007484386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213133,"about_ca_system_score_gemma":0.0002335505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005696095,"about_ca_topic_score_gemma":0.003375987,"domain_scores_codex":[0.9977021,0.0001908234,0.00030979,0.0004312921,0.000497486,0.0008685011],"domain_scores_gemma":[0.998971,0.0001447226,0.0001554546,0.0003446695,0.0001200633,0.0002640928],"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":[0.00003716092,0.0001454014,0.0201169,0.00004264887,0.0002244002,0.00001653004,0.1257548,2.229093e-7,0.0000306455,0.1172506,0.7209415,0.01543917],"study_design_scores_gemma":[0.0002874312,0.0001716664,0.04288048,0.0000698693,0.00006411388,0.00000193057,0.01189877,0.00001696366,0.00007006781,0.008294938,0.9358827,0.0003610288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03038471,0.001120278,0.00009285979,0.07220358,0.002966762,0.000303589,0.00004069215,0.0001426446,0.8927449],"genre_scores_gemma":[0.8780123,0.0006831256,0.000294589,0.002426062,0.00602382,0.000008469327,0.000001646593,0.00002289631,0.1125271],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8476276,"threshold_uncertainty_score":0.9990857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986658912","doi":"","title":"일본의 해적어법·약탈어업과 평화선·독도에 대한 오해","year":2017,"lang":"ko","type":"article","venue":"독도연구","topic":"International Maritime Law Issues","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":"","keywords":"Pledge; China; Territorial waters; Treaty; Fishing; Government (linguistics); Declaration; Political science; Fishery; Power (physics); Geography; Economy; Law; International law; Economics","authors":[{"name":"박병섭","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01320648314997003,"gpt":0.2736830696993597,"spread":0.2604765865493897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002810313,0.0002593827,0.0002279252,0.00002832955,0.0008656581,0.0004921127,0.001560362,0.0001698067,0.03038085],"category_scores_gemma":[0.0001864581,0.0002652465,0.0001314169,0.00004185458,0.0006729072,0.0006825772,0.000953564,0.0002635968,0.03665535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589482,"about_ca_system_score_gemma":0.00002326296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005913477,"about_ca_topic_score_gemma":0.001089208,"domain_scores_codex":[0.9979216,0.00004768084,0.0002808388,0.0005454319,0.0006965594,0.0005078217],"domain_scores_gemma":[0.9983965,0.00005823919,0.0002421101,0.001102154,0.00002435547,0.0001766208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001845116,0.001015605,0.6452606,0.0001157224,0.0002878985,0.0006549327,0.002930704,0.0002631257,0.01979392,0.06235505,0.1310944,0.1360435],"study_design_scores_gemma":[0.0005628174,0.0001097917,0.558005,0.0001160988,0.000032523,0.00002637276,0.00009625897,0.001481611,0.006612799,0.006053241,0.4263977,0.0005058097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3774351,0.0002043859,0.0001016347,0.009151116,0.001991897,0.0002963499,0.0001086337,0.00006672323,0.6106442],"genre_scores_gemma":[0.8735488,0.00007969851,0.001378549,0.0005649035,0.0005003146,0.00001061207,0.00001232974,0.00003173365,0.1238731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4961137,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}