{"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":"3a504cd5edb1","filters":{"venue":"Acta Montanistica Slovaca"}},"results":[{"id":"W4238306537","doi":"10.46544/ams.v25i1.12","title":"Small UAV Camera Gimbal Stabilization Using Digital Filters and Enhanced Control Algorithms for Aerial Survey and Monitoring","year":2020,"lang":"en","type":"article","venue":"Acta Montanistica Slovaca","topic":"Image and Video Stabilization","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optech (Canada)","funders":"Kultúrna a Edukacná Grantová Agentúra MŠVVaŠ SR; Agentúra na Podporu Výskumu a Vývoja","keywords":"Gimbal; Computer science; Algorithm; Computer vision; Control theory (sociology); Engineering; Artificial intelligence; Control (management); Aerospace engineering","authors":[{"name":"Miroslav Laššák","is_ca":false},{"name":"Katarína Draganová","is_ca":false},{"name":"Gabriel Kalapoš","is_ca":false},{"name":"Juraj Mikloš","is_ca":true},{"name":"Monika Blišťanová","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06529465786503345,"gpt":0.2708173163539214,"spread":0.205522658488888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001453364,0.0001872244,0.0002423985,0.00003540475,0.0001906597,0.000587234,0.0002204799,0.00007167495,0.000002355461],"category_scores_gemma":[0.0006569046,0.0001924883,0.0000310416,0.0001881896,0.00005866317,0.0007825394,0.0001349102,0.00007642016,7.49058e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004395871,"about_ca_system_score_gemma":0.00006149618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006432705,"about_ca_topic_score_gemma":0.00001448897,"domain_scores_codex":[0.9987304,0.00005989213,0.0002751913,0.0005047056,0.0001548834,0.0002749387],"domain_scores_gemma":[0.9989982,0.0003658022,0.0001055659,0.0001887133,0.000172482,0.000169236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002531645,0.0004785788,0.07242325,0.0007763512,0.0004930343,0.00008257214,0.01780371,0.001442381,0.5944735,0.00522561,0.0004161473,0.3038532],"study_design_scores_gemma":[0.003146283,0.0007286625,0.01880788,0.00003814778,0.00005677779,0.00001351756,0.0002220591,0.9657153,0.009854173,0.0004472258,0.0003557941,0.0006142037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2491648,0.000053424,0.7498698,0.0001537372,0.0002554452,0.0003496211,0.00006828015,0.00006337031,0.0000215046],"genre_scores_gemma":[0.974737,0.00001399779,0.024814,0.0001180725,0.0002523869,0.00001496704,0.00002465205,0.00002003564,0.000004922828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9642729,"threshold_uncertainty_score":0.7849445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288535979","doi":"10.46544/ams.v27i2.10","title":"Mining Industry in Canada (Opportunities and Threats)","year":2022,"lang":"en","type":"article","venue":"Acta Montanistica Slovaca","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Silesian University of Technology","keywords":"General partnership; Christian ministry; Government (linguistics); Business; Mining industry; Engineering; Environmental planning; Risk analysis (engineering); Finance; Law; Political science","authors":[{"name":"Aleksandra Kuzior","is_ca":false},{"name":"Wes Grebski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1615387085579405,"gpt":0.4169269344695583,"spread":0.2553882259116177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005237689,0.0001074394,0.0002055399,0.00009735442,0.001150611,0.000005009549,0.0001712387,0.0001371846,0.002910086],"category_scores_gemma":[0.0002097088,0.0001113928,0.00001142739,0.0002002108,0.0000329925,0.00006328267,0.000321813,0.002160294,0.000005332231],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280983,"about_ca_system_score_gemma":0.007131545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.763456,"about_ca_topic_score_gemma":0.8647464,"domain_scores_codex":[0.9978903,0.0004174824,0.0004082622,0.0002308834,0.0004739651,0.0005790981],"domain_scores_gemma":[0.9979318,0.001447663,0.00008529315,0.0001979893,0.00005374023,0.0002834914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003630508,0.00004493292,0.9444062,0.0001915561,0.00001479043,0.0003094666,0.001617347,0.0000122497,0.00002068445,0.01335953,0.02480728,0.01485298],"study_design_scores_gemma":[0.0007805605,0.0001117744,0.8169635,0.00005103997,0.000007024219,0.00001385457,0.04140198,0.00113437,0.000001010478,0.000854212,0.138493,0.0001877103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366,0.0003153196,0.000003375107,0.01116346,0.0003953283,0.0005308745,0.0001652089,0.00002011815,0.05080634],"genre_scores_gemma":[0.994354,0.0001353676,0.00009352103,0.002446244,0.0000841826,0.000315712,0.00005838499,0.00001761928,0.002495036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274426,"threshold_uncertainty_score":0.9984971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380449802","doi":"10.46544/ams.v28i1.13","title":"Relieving Pressure and Improving Permeability of Soft Coal at Top and Bottom by Hydraulic Cavitation","year":2023,"lang":"en","type":"article","venue":"Acta Montanistica Slovaca","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Natural Science Foundation of Henan Province","keywords":"Cavitation; Coal; Petroleum engineering; Permeability (electromagnetism); Coal mining; RADIUS; Geotechnical engineering; Comminution; Engineering; Materials science; Mechanics; Waste management; Metallurgy; Chemistry","authors":[{"name":"Shuren Wang","is_ca":false},{"name":"Guoji Ma","is_ca":false},{"name":"Dingqi Li","is_ca":false},{"name":"Yunxing Cao","is_ca":false},{"name":"Wenxue Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007345758686932284,"gpt":0.1985100892888833,"spread":0.191164330601951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009808527,0.0001125751,0.0001501388,0.00003150768,0.00009713149,0.00003171486,0.00005500106,0.00007980696,0.00002111278],"category_scores_gemma":[0.0001370069,0.000110014,0.00001798336,0.00009162918,0.00004771775,0.0001250245,0.00009731257,0.00009322273,0.000002417042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000295551,"about_ca_system_score_gemma":0.000006438204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548886,"about_ca_topic_score_gemma":0.00004411896,"domain_scores_codex":[0.9993215,0.00001614526,0.0001933328,0.0001921214,0.0001161145,0.0001608299],"domain_scores_gemma":[0.9996357,0.00009378522,0.00003180113,0.0001498187,0.00002857831,0.00006034007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001405445,0.00004478921,0.0214664,0.002289919,0.0001334818,0.00001045913,0.00331337,0.002554755,0.9136509,0.0003306369,0.0104152,0.04564951],"study_design_scores_gemma":[0.0005105183,0.0001523431,0.1006314,0.00007803828,0.0001609914,0.00001298944,0.0004482502,0.8712927,0.009049043,0.0003216367,0.01696145,0.0003806249],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967553,0.0014911,0.0007074375,0.0001139534,0.00008526502,0.000169265,0.00003432722,0.0001804048,0.0004629552],"genre_scores_gemma":[0.9994122,0.0001967507,0.0001062558,0.00001489561,0.00002273435,0.000006829978,0.00003642805,0.00002464561,0.0001793106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9046019,"threshold_uncertainty_score":0.4486243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}