{"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":"2dc0dc4fd538","filters":{"venue":"Regional and Business Studies"}},"results":[{"id":"W3107824081","doi":"10.33568/rbs.2460","title":"Game Damage tendencies by Kaposvár Forestry - from 1998 to 2017","year":2020,"lang":"en","type":"article","venue":"Regional and Business Studies","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Forestry; Big game; Quarter (Canadian coin); Agriculture; Hectare; Human settlement; Geography; Environmental protection; Archaeology","authors":[{"name":"Király Martin","is_ca":false},{"name":"Bernadett Horváthné Kovács","is_ca":false},{"name":"Kinga Szabó","is_ca":false},{"name":"Róbert Barna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1347362093791528,"gpt":0.3386556510952858,"spread":0.203919441716133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001399679,0.0001285512,0.0001410632,0.0009937842,0.00023599,0.0006763487,0.0002140191,0.000144,0.002311431],"category_scores_gemma":[0.0004829575,0.00008748014,0.0001237514,0.0007492411,0.0003448705,0.0003357388,0.0006798471,0.0002792349,0.0002292491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007964263,"about_ca_system_score_gemma":0.0002645653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009468381,"about_ca_topic_score_gemma":0.02179759,"domain_scores_codex":[0.9998247,0.00001495986,0.00001691956,0.00004032343,0.0000519197,0.00005111959],"domain_scores_gemma":[0.9996343,0.00003999442,0.0001893327,0.0000110221,0.00004414647,0.00008122086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001208608,0.00007798491,0.9673428,0.0001018526,0.00006020061,0.0009233049,0.00284748,0.0005911079,0.0009490004,0.0007135078,0.001497693,0.02477412],"study_design_scores_gemma":[0.000001037685,0.00002056192,0.9961343,0.00001492688,0.000005767456,0.0002950837,0.001659433,0.0001094988,0.0001254649,0.00004925125,0.001581479,0.000003282902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971362,0.0003711975,0.00004382625,0.000038606,0.000005040251,0.000004346817,0.0004506636,0.000004020977,0.00194606],"genre_scores_gemma":[0.9987094,0.0002020928,0.00002798206,0.000009549432,0.000003091319,0.000002293114,0.000373651,0.00000137512,0.0006706241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009468381,"threshold_uncertainty_score":0.01882654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124106976","doi":"","title":"HOW CAN WE MEASURE SUSTAINABILITY","year":2011,"lang":"en","type":"article","venue":"Regional and Business Studies","topic":"Sustainable Development and Environmental Policy","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":"Sustainability; Measure (data warehouse); Sustainable development; Mainstream; Triple bottom line; Environmental economics; Business; Commission; Social sustainability; European commission; Environmental resource management; Natural (archaeology); Computer science; Economics; Political science; Ecology; Geography","authors":[{"name":"Tamás Nagy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04728897811938181,"gpt":0.2293241552337097,"spread":0.1820351771143279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0317178,0.002039987,0.002115841,0.008232982,0.002634802,0.01499565,0.002162427,0.005087723,0.008751091],"category_scores_gemma":[0.1237219,0.0005253697,0.001399169,0.008694025,0.01296439,0.03645429,0.005583686,0.007277424,0.004444743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00689329,"about_ca_system_score_gemma":0.007505304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009972491,"about_ca_topic_score_gemma":0.004415688,"domain_scores_codex":[0.975581,0.01282908,0.001394387,0.002495202,0.006627177,0.001073109],"domain_scores_gemma":[0.954841,0.02092433,0.00441387,0.005003827,0.01297996,0.001837033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006877965,0.000208704,0.01828329,0.002344996,0.0004997473,0.00004990768,0.002843237,0.00454808,0.0005148469,0.5760221,0.09762482,0.2969915],"study_design_scores_gemma":[0.0000243665,0.0001148873,0.007130466,0.002715376,0.000110839,0.00007912747,0.004574213,0.002056161,0.00071327,0.7438757,0.2384752,0.0001303462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0283669,0.08257425,0.1632676,0.5357555,0.0165426,0.0005238919,0.002808849,0.001919354,0.1682412],"genre_scores_gemma":[0.6471413,0.07356733,0.192025,0.05929089,0.007821364,0.00145635,0.002126012,0.001008342,0.01556346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0317178,"threshold_uncertainty_score":0.1677418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153932521","doi":"","title":"Carbon pricing in dynamic regulation and changing economic environment - agent based model","year":2011,"lang":"en","type":"article","venue":"Regional and Business Studies","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Environmental economics; Dynamic pricing; Business; Sustainability; Government (linguistics); Investment (military); Business model; Industrial organization; Asset (computer security); Complex adaptive system; Resource (disambiguation); Economics; Computer science; Marketing","authors":[{"name":"Olufemi Aiyegbusi","is_ca":true},{"name":"Rossitsa Yalamova","is_ca":true},{"name":"John M. Usher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1741414945896268,"gpt":0.2444702901266346,"spread":0.0703287955370078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004456589,0.0005761426,0.0007442835,0.0005163035,0.0007594035,0.001823517,0.001534656,0.001894839,0.004316745],"category_scores_gemma":[0.001654267,0.0003096818,0.000586012,0.0005895588,0.001585418,0.001092673,0.0009323877,0.001073337,0.0003213556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187004,"about_ca_system_score_gemma":0.001649584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06648389,"about_ca_topic_score_gemma":0.02828983,"domain_scores_codex":[0.9997533,0.00008701227,0.000009189718,0.00004829048,0.00005487775,0.00004742122],"domain_scores_gemma":[0.9994086,0.0002940934,0.00008997563,0.00002669964,0.0001018772,0.00007874623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002033425,0.00001893236,0.0007493812,0.0000114103,0.00001453718,0.00007909448,0.00004885051,0.9727991,0.0002850117,0.02456095,0.0003539607,0.00105855],"study_design_scores_gemma":[0.000009362483,0.000007864417,0.0001593869,0.00000179783,0.000004747142,0.000007207069,0.0000180842,0.9960608,0.00002599807,0.003273037,0.000428183,0.000003564738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4471216,0.0006969161,0.4506696,0.003705262,0.0002385641,0.0002321425,0.0009768648,0.0006200895,0.09573889],"genre_scores_gemma":[0.97102,0.0002653756,0.01267368,0.00009926004,0.00002955879,0.0001216648,0.000121569,0.00002506195,0.01564376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06648389,"threshold_uncertainty_score":0.1321938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}