{"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":"1f45c74d7227","filters":{"venue":"Mine Surveying and Subsurface Use"}},"results":[{"id":"W4403761971","doi":"10.56195/20793332_2023_4_16_29","title":"PROSPECTIVE ASSESSMENT OF RESOURCES OF ALTERNATIVE TYPES OF ALUMINOSILICATE REFRACTORY RAW MATERIALS OF THE FAR EASTERN REGION OF RUSSIA","year":2023,"lang":"en","type":"article","venue":"Mine Surveying and Subsurface Use","topic":"Coal and Coke Industries Research","field":"Energy","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":"Aluminosilicate; Refractory (planetary science); Raw material; Geochemistry; Geology; Environmental science; Mineralogy; Metallurgy; Materials science; Chemistry","authors":[{"name":"G.F. Sklyarova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0698406781840061,"gpt":0.3091662504524422,"spread":0.2393255722684361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007421728,0.0001183778,0.0004453769,0.0001080438,0.00003263678,0.000008031955,0.0002241203,0.00007509343,0.00002625703],"category_scores_gemma":[0.0002486563,0.00008164688,0.00006666833,0.0004213465,0.0003317752,0.00007035484,0.000208042,0.0001026386,5.316818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001786628,"about_ca_system_score_gemma":0.00005316145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175343,"about_ca_topic_score_gemma":0.0006590904,"domain_scores_codex":[0.9983084,0.0004673399,0.0004934032,0.0001871756,0.0003895473,0.00015411],"domain_scores_gemma":[0.9984138,0.0004394554,0.0004626054,0.0003451252,0.000308811,0.00003019196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003257439,0.0001325648,0.6335267,0.0002426171,0.0001693052,0.000002742121,0.00221409,0.00131112,0.3600205,0.0002944566,0.00005707967,0.001703166],"study_design_scores_gemma":[0.0003242839,0.000157944,0.644195,0.0001633414,0.00001683596,6.839988e-7,0.000456812,0.0002884895,0.3541645,0.00004930227,0.0001253683,0.00005750891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991059,0.0001204643,0.000006699691,0.00004681577,0.00006145509,0.0001830899,0.0001054453,0.00000926521,0.0003609113],"genre_scores_gemma":[0.9982099,0.0001655425,0.00001733771,0.000001472614,0.00001152114,0.000005692534,0.000009777354,0.00001403941,0.001564701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0168752,"threshold_uncertainty_score":0.989008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403761972","doi":"10.56195/20793332_2023_4_43_54","title":"WORLD TRENDS IN THE DEVELOPMENT OF TECHNOLOGIES OF HYDROMETALLURGICAL PROCESSING OF NICKEL ORES AT OPERATING ENTERPRISES","year":2023,"lang":"en","type":"article","venue":"Mine Surveying and Subsurface Use","topic":"Industrial Engineering and Technologies","field":"Engineering","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":"Nickel; Metallurgy; Business; Materials science","authors":[{"name":"G. Popov","is_ca":false},{"name":"Марина Попова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05223656076968253,"gpt":0.2554101462613715,"spread":0.203173585491689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006393,0.0001339721,0.0003035323,0.000496652,0.00004184087,0.00001406911,0.0001812539,0.00008977874,0.000002729852],"category_scores_gemma":[0.000227278,0.00009801096,0.00003199673,0.001306669,0.00009744632,0.00007172309,0.00009856798,0.0001576836,4.492862e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001884416,"about_ca_system_score_gemma":0.0000106691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004076338,"about_ca_topic_score_gemma":0.000278704,"domain_scores_codex":[0.9990897,0.00002923859,0.000420502,0.0001219712,0.0001462113,0.000192421],"domain_scores_gemma":[0.9994944,0.0002503791,0.00005560958,0.0001634027,0.00002663873,0.000009532948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004758317,0.0001240069,0.3290949,0.00101377,0.0001694884,0.00002224664,0.01099754,0.3606069,0.1268617,0.00007336947,0.0002025856,0.1707858],"study_design_scores_gemma":[0.00148726,0.0001342753,0.3345388,0.001310994,0.00004289188,0.00001154177,0.009188659,0.1518731,0.4997632,0.00002492234,0.0008800137,0.0007443984],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987749,0.0005550974,0.0001309754,0.00002606783,0.00003692789,0.00005658442,0.000007677149,0.0003143259,0.00009739018],"genre_scores_gemma":[0.9978355,0.00005032495,0.00193855,3.365447e-7,0.000002291004,0.000008686206,0.00001015045,0.00001419809,0.0001400137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3729015,"threshold_uncertainty_score":0.3996771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}