{"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":"f2268921800c","filters":{"venue":"Gospodarka Surowcami Mineralnymi - Mineral Resources Management"}},"results":[{"id":"W2163965826","doi":"10.2478/gospo-2013-0006","title":"Study of physico-chemical and mechanical characteristics of consolidated and unconsolidated cemented paste backfills","year":2013,"lang":"pl","type":"article","venue":"Gospodarka Surowcami Mineralnymi - Mineral Resources Management","topic":"Tailings Management and Properties","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nuclear chemistry; Physics; Chemistry","authors":[{"name":"Erol Yilmaz","is_ca":true},{"name":"Tikou Belem","is_ca":true},{"name":"Mostafa Benzaazoua","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01019318876224822,"gpt":0.1971496607597476,"spread":0.1869564719974994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004963231,0.001043052,0.001666511,0.000558086,0.0001270162,0.0002683891,0.0006041302,0.0002418555,0.0003098994],"category_scores_gemma":[0.00006510398,0.0009860341,0.0001772964,0.0007142234,0.000455032,0.0004037047,0.001313996,0.0004467782,0.00003521731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005652825,"about_ca_system_score_gemma":0.00001326364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009539288,"about_ca_topic_score_gemma":0.00004893237,"domain_scores_codex":[0.9948445,0.0002931252,0.001983265,0.00106326,0.0008506713,0.0009652067],"domain_scores_gemma":[0.9974887,0.0001979122,0.0007458284,0.000917612,0.0003059318,0.0003440561],"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":[0.004147741,0.01074765,0.06528787,0.02156943,0.01961277,0.0006242636,0.02653442,0.001302114,0.7124873,0.005198881,0.03685469,0.09563286],"study_design_scores_gemma":[0.0594481,0.0136252,0.5961633,0.007438909,0.01455353,0.00009904233,0.08544112,0.1126739,0.04197691,0.0008759917,0.05470937,0.0129946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928296,0.0006044368,0.00003908766,0.0002231244,0.0003212119,0.002549328,0.0001436141,0.0001532386,0.003136409],"genre_scores_gemma":[0.9943514,0.0007151954,0.0006198899,0.00009768901,0.0001367393,0.0001197633,0.000157634,0.000143762,0.003657965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6705104,"threshold_uncertainty_score":0.999259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978399898","doi":"10.2478/gospo-2013-0043","title":"Natural Gas Economy in the United States and European Markets","year":2013,"lang":"en","type":"article","venue":"Gospodarka Surowcami Mineralnymi - Mineral Resources Management","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Natural gas; Natural gas prices; Shale gas; Consumption (sociology); Gas consumption; Liquefied natural gas; Economics; International economics; International trade; Economy; Business; Agricultural economics; Oil shale; Engineering","authors":[{"name":"A. Szurlej","is_ca":false},{"name":"P. Janusz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004950900340290252,"gpt":0.1855222724717916,"spread":0.1805713721315013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001352847,0.0005926802,0.0004636466,0.0006721324,0.0002754474,0.0006594851,0.0009161838,0.00008856484,0.0002623247],"category_scores_gemma":[0.00005535077,0.0004271989,0.000143522,0.0009189511,0.0002010859,0.000442306,0.0004208231,0.0003600346,0.0001395579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191801,"about_ca_system_score_gemma":0.00001028516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01885479,"about_ca_topic_score_gemma":0.001589934,"domain_scores_codex":[0.9957385,0.001195283,0.0008055008,0.0007865052,0.0004240207,0.001050209],"domain_scores_gemma":[0.9983484,0.0002702882,0.0002200884,0.0008613518,0.000112353,0.0001875732],"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":[0.001055958,0.001203039,0.03524525,0.002105426,0.00160827,0.004637606,0.02405907,0.1004705,0.001074398,0.1165864,0.5986807,0.1132734],"study_design_scores_gemma":[0.001549777,0.00009020875,0.06844263,0.00009356622,0.0000459584,0.00004454696,0.007575782,0.01242029,0.00001391779,0.001591117,0.9074591,0.0006731458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7420143,0.0008643519,0.00002635599,0.001970246,0.0002309972,0.0006008945,0.000002755706,0.0001092563,0.2541808],"genre_scores_gemma":[0.9416549,0.000375511,0.0002052407,0.0025303,0.0002668759,0.0002058004,0.0002421947,0.00008624152,0.0544329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3087784,"threshold_uncertainty_score":0.999818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2469849783","doi":"10.1515/gospo-2016-0012","title":"Water Accompanying Hydrocarbon Deposits as a Potential Source of Iodine, Lithium and Strontium","year":2016,"lang":"en","type":"article","venue":"Gospodarka Surowcami Mineralnymi - Mineral Resources Management","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Strontium; Lithium (medication); Iodine; Environmental science; Isotopes of strontium; Geochemistry; Environmental chemistry; Environmental protection; Chemistry; Geology","authors":[{"name":"Barbara Uliasz‐Misiak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004907892545015505,"gpt":0.1748787071064418,"spread":0.1699708145614263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003860209,0.0004629903,0.0004775444,0.000219145,0.000191643,0.0001625024,0.0005150356,0.0001238366,0.0005777394],"category_scores_gemma":[0.00001731633,0.0002822827,0.0001724232,0.0001756906,0.0002405597,0.0003358521,0.0002195836,0.0001498534,0.0001145458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001476611,"about_ca_system_score_gemma":0.00001113993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162219,"about_ca_topic_score_gemma":0.0003706678,"domain_scores_codex":[0.9969702,0.000114478,0.0006151631,0.0007564211,0.0006515434,0.0008921847],"domain_scores_gemma":[0.9989305,0.00005676211,0.0001661454,0.0005002285,0.00006269795,0.0002837095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002405476,0.0004580366,0.4432271,0.00127228,0.001091153,0.000715885,0.00304858,0.003746028,0.2263577,0.0001297348,0.009841426,0.3077065],"study_design_scores_gemma":[0.006677047,0.00068737,0.8557348,0.0004935828,0.0004590737,0.0002749893,0.001123355,0.00406745,0.03541346,0.0005615868,0.0925665,0.001940833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776295,0.0005462187,0.0004687192,0.0006060652,0.0002528325,0.0003339626,0.00002778882,0.00009059508,0.02004429],"genre_scores_gemma":[0.9714599,0.00008220831,0.0005595787,0.0001635859,0.000240416,0.000006852139,0.0000897249,0.00002132467,0.0273764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4125076,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059457712","doi":"10.2478/gospo-2013-0004","title":"Current conditions and forecasts of natural gas application in the production of electricity","year":2013,"lang":"en","type":"article","venue":"Gospodarka Surowcami Mineralnymi - Mineral Resources Management","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Natural gas; Electricity; Natural resource economics; Economics; Shale gas; Hydraulic fracturing; Natural gas prices; Unconventional oil; Business; Market economy; Industrial organization; Oil shale; Petroleum engineering; Waste management; Engineering","authors":[{"name":"S. Rychlicki","is_ca":false},{"name":"J. Siemek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006027234046871085,"gpt":0.2190125637336581,"spread":0.212985329686787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006028796,0.0002715604,0.0003707255,0.0004077246,0.0001040718,0.00004633493,0.0003714528,0.00006816746,0.00002515841],"category_scores_gemma":[0.0000904672,0.0002013889,0.0001065332,0.0008856525,0.0001657899,0.000253123,0.0001102558,0.0001770633,0.0000055153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007176631,"about_ca_system_score_gemma":0.00001445893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007595347,"about_ca_topic_score_gemma":0.001487232,"domain_scores_codex":[0.9976481,0.0002827207,0.0007194877,0.0004498774,0.0004784315,0.0004214066],"domain_scores_gemma":[0.9987339,0.0001183692,0.0003612303,0.0005432934,0.0001869361,0.00005626401],"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":[0.0007591444,0.002757963,0.07558676,0.00458934,0.0006557083,0.00004810793,0.01168346,0.06509677,0.06702243,0.2630055,0.06533717,0.4434577],"study_design_scores_gemma":[0.003443136,0.0006616878,0.6779016,0.0007273763,0.0003298504,0.00007414661,0.008294142,0.0303865,0.004614754,0.01415109,0.2578595,0.00155622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879051,0.001786874,0.000135454,0.0005030629,0.0002921682,0.001051752,0.000004033952,0.00003231813,0.008289272],"genre_scores_gemma":[0.9960404,0.000241794,0.000138032,0.00004566008,0.0001321002,0.0004089541,0.00007107788,0.00002265463,0.002899332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6023148,"threshold_uncertainty_score":0.9990132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136122496","doi":"10.24425/gsm.2021.136292","title":"The new mineral exploration strategies of selected major mineral-rich countries","year":2021,"lang":"en","type":"article","venue":"Gospodarka Surowcami Mineralnymi - Mineral Resources Management","topic":"Mining and Gasification Technologies","field":"Engineering","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":"Mineral; Mineral exploration; Mineral processing; Mineral resource classification; Geochemistry; Business; Geology; Metallurgy; Materials science","authors":[{"name":"Yu Yun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01031198997861816,"gpt":0.2116211838794132,"spread":0.201309193900795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000398644,0.0006076655,0.00057402,0.000329484,0.0003155971,0.0004768779,0.0007643463,0.0002096856,0.0001122242],"category_scores_gemma":[0.000166944,0.0005065655,0.0001816628,0.001574458,0.0002610241,0.0005152807,0.0002278033,0.0003459085,0.00005369101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197007,"about_ca_system_score_gemma":0.00009413678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000102662,"about_ca_topic_score_gemma":0.0006349943,"domain_scores_codex":[0.9965461,0.0001365716,0.001060901,0.0006334641,0.0007847468,0.0008381616],"domain_scores_gemma":[0.9978417,0.0002265608,0.0002645268,0.001094607,0.0004156698,0.0001569492],"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":[0.0002765908,0.0002531084,0.00309287,0.00101575,0.001458641,0.0002155202,0.004367306,0.04200106,0.09324495,0.03940943,0.7854006,0.02926422],"study_design_scores_gemma":[0.003517943,0.0003725289,0.04657375,0.0003630257,0.0004948024,0.00005977423,0.01857782,0.01256989,0.0226961,0.003068709,0.88974,0.001965661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578707,0.005619089,0.003411291,0.003919585,0.0007749071,0.0006137121,0.00004997821,0.001289141,0.02645164],"genre_scores_gemma":[0.9443852,0.002233595,0.006028986,0.000118548,0.0003606918,0.0001621631,0.0002724662,0.0001280103,0.04631033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1043395,"threshold_uncertainty_score":0.9997386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}