{"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":"20d142af1cb1","filters":{"venue":"SWS International Scientific Conference on Social Sciences"}},"results":[{"id":"W4392062579","doi":"10.35603/sws.iscss.2023/s14.69","title":"PRACTICAL USE OF THE DRONES IN TRAFFIC ENGINEERING","year":2023,"lang":"en","type":"article","venue":"SWS International Scientific Conference on Social Sciences","topic":"Geodetic Measurements and Engineering Structures","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":"Transport Canada","funders":"","keywords":"Drone; Computer science; Aeronautics; Engineering","authors":[{"name":"Kristýna Plocová","is_ca":true},{"name":"David Fibich","is_ca":true},{"name":"Zdenek Kubis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1697146107008917,"gpt":0.3343729586106662,"spread":0.1646583479097746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004304313,0.00008055491,0.00008246231,0.0001775115,0.0001776696,0.0001553257,0.000336062,0.00003645643,0.00009091046],"category_scores_gemma":[0.0001927796,0.00005922181,0.00004202476,0.0007856694,0.0002048536,0.0001526768,0.00006038921,0.0001107992,0.00001160408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004102829,"about_ca_system_score_gemma":0.00004812876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001520273,"about_ca_topic_score_gemma":0.00006222553,"domain_scores_codex":[0.9988285,0.00001389498,0.0001688429,0.0001650191,0.0006209695,0.000202795],"domain_scores_gemma":[0.9997579,0.00006218866,0.00002707048,0.00007900095,0.00005271954,0.00002115105],"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":[0.00000426221,0.00003166227,0.001683385,0.00002636694,0.00002494424,0.00000328717,0.002120544,0.8850191,0.01984399,0.07566895,0.007681083,0.007892414],"study_design_scores_gemma":[0.0001721583,0.00001393727,0.1366518,0.00009983762,0.000004836254,0.000001836562,0.000370974,0.8454029,0.002343151,0.0008923575,0.01382466,0.0002215599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939539,0.000003315726,0.0001539959,0.001008974,0.003389907,0.00007845285,0.0000124702,0.00008914548,0.001309855],"genre_scores_gemma":[0.9994769,0.000005129296,0.0002383117,0.000007904675,0.00004561053,0.000006939869,0.000002153032,0.00000458043,0.0002124464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1349684,"threshold_uncertainty_score":0.2414995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127929274","doi":"10.35603/sws.iscss.2025/s02.24","title":"THE DETERMINANTS OF THE G7 COUNTRIES INTRA TRADE: A GRAVITY MODEL APPROACH","year":2025,"lang":"","type":"article","venue":"SWS International Scientific Conference on Social Sciences","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"Gravity model of trade; Tariff; Bilateral trade; Openness to experience; Panel data; Ordinary least squares; Per capita; Exchange rate","authors":[{"name":"Tamaş Anca","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1460051402863312,"gpt":0.3107079734586611,"spread":0.1647028331723299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.003190569,0.000269315,0.0004489209,0.0002231825,0.003716576,0.002092443,0.003619783,0.000184852,0.0001143856],"category_scores_gemma":[0.0002706849,0.0002015556,0.0003495729,0.001045613,0.005871562,0.0004407963,0.0004342042,0.0003198606,0.0000427857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304847,"about_ca_system_score_gemma":0.0008272231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001771296,"about_ca_topic_score_gemma":0.0005533575,"domain_scores_codex":[0.9968521,0.00006846019,0.001136761,0.000948438,0.0003863969,0.0006078574],"domain_scores_gemma":[0.9982673,0.0001600296,0.0009387546,0.0004152045,0.0001573749,0.00006137197],"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":[0.00002845841,0.0001536875,0.02203627,0.00001841391,0.00004844959,1.507298e-7,0.001165959,0.0005259812,0.0000110175,0.9666829,0.003675135,0.005653542],"study_design_scores_gemma":[0.0005502939,0.0000540019,0.04917176,0.0001216894,0.0000292462,0.000001490601,0.002826436,0.4402374,0.0003591747,0.4539422,0.05223946,0.0004668632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6902777,0.0006679629,0.0006563677,0.02856001,0.01718287,0.0007696183,0.001458783,0.00002172746,0.2604049],"genre_scores_gemma":[0.9925699,0.0003924456,0.00009788592,0.0003778836,0.0001090056,0.00002680958,0.000004573834,0.000005842081,0.006415718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5127407,"threshold_uncertainty_score":0.9989435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127967627","doi":"10.35603/sws.iscss.2025/s07.94","title":"HYPOXIC CHAMBERS - THE USE OF HVAC SYSTEMS IN PROVIDING SPECIFIC TRAINING CONDITIONS OF ATHLETES","year":2025,"lang":"","type":"article","venue":"SWS International Scientific Conference on Social Sciences","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","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":"HVAC; Hypoxia (environmental); Context (archaeology); Ventilation (architecture); Athletes; Atmospheric pressure","authors":[{"name":"Angelika Mularz","is_ca":false},{"name":"Andrzej Pieta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1774986125403557,"gpt":0.3569634926783536,"spread":0.179464880137998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001374988,0.0001811838,0.0002769908,0.0002798595,0.0008228618,0.0007109363,0.001004238,0.0001417806,0.0001191524],"category_scores_gemma":[0.0002919611,0.0001465862,0.0001558713,0.0009545506,0.003791412,0.00005221801,0.0002082933,0.000158423,0.00000494341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006520403,"about_ca_system_score_gemma":0.001200926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003178697,"about_ca_topic_score_gemma":0.0004817597,"domain_scores_codex":[0.997454,0.0001965479,0.0006555177,0.0006257679,0.0007208411,0.0003473364],"domain_scores_gemma":[0.9986759,0.0001569956,0.0004233907,0.0002221142,0.0004822141,0.00003939882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001073235,0.0004448133,0.005839422,0.00008482952,0.0002031704,0.000003334786,0.007185962,0.001612336,0.4553846,0.5060496,0.006761281,0.01632332],"study_design_scores_gemma":[0.003201868,0.0009695409,0.05262145,0.004207124,0.0001737953,0.00001004702,0.0516115,0.03563951,0.1043496,0.0129465,0.7324932,0.001775888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738839,0.0006483776,0.0001528974,0.002438399,0.004234147,0.000507877,0.0003086507,0.000005665986,0.01782014],"genre_scores_gemma":[0.997142,0.00020462,0.00008004795,0.00005813174,0.0001158727,0.00002797238,0.00004425097,0.000004489934,0.002322634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7257319,"threshold_uncertainty_score":0.9989197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}