{"meta":{"query_hash":"c8af37717fb4","filters":{"venue":"Forum Eksploatatora"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c8af37717fb4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Forum+Eksploatatora"},"results":[{"id":"W2974997724","doi":"","title":"W trosce o czyste środowisko : wysokoefektywne rozwiązania i produkty Alfa Laval dla gospodarki osadami","year":2016,"lang":"pl","type":"article","venue":"Forum Eksploatatora","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.004849352272827214,"score_gpt":0.18362699640093766,"score_spread":0.17877764412811045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974997724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92622226,0.0018375452,0.0019627085,0.025530582,0.004357187,0.004590434,0.00075572525,0.0007113605,0.034032203],"genre_scores_gemma":[0.9313705,0.0021500213,0.0010696244,0.0012148531,0.00025981897,0.00023095566,0.00010084258,0.00021762581,0.063385755],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99141604,0.0002876948,0.0011314435,0.002298759,0.0019686779,0.0028973904],"domain_scores_gemma":[0.9966193,0.00015143042,0.0005751549,0.0017960271,0.000034657773,0.0008234339],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011263837,0.0012597918,0.00089573226,0.00023056807,0.00086690823,0.00029202492,0.0016656499,0.000395991,0.010574362],"category_scores_gemma":[0.00015832193,0.0009948219,0.0003336719,0.0008942249,0.00096618617,0.0025351506,0.0026115717,0.0004338951,0.018832808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000733118,0.00158105,0.6435477,0.00043733994,0.0005594593,0.0007765662,0.0014316166,0.00011961721,0.027797565,0.0026493154,0.19425583,0.12611078],"study_design_scores_gemma":[0.0030004226,0.0004678774,0.3386254,0.00031631783,0.00020649222,0.000027802858,0.0020962802,0.000093132374,0.013765832,0.00077632605,0.6387623,0.0018617838],"about_ca_topic_score_codex":0.0007937843,"about_ca_topic_score_gemma":0.00029087704,"teacher_disagreement_score":0.4445065,"about_ca_system_score_codex":0.002382393,"about_ca_system_score_gemma":0.00013638749,"threshold_uncertainty_score":0.99925023},"labels":[],"label_agreement":null},{"id":"W2976868641","doi":"","title":"Usuwanie bakterii Coli typu fekalnego podczas kwaśnej fermentacji osadu","year":2007,"lang":"pl","type":"article","venue":"Forum Eksploatatora","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Stantec (Canada)","funders":"","keywords":"Chemistry","score_opus":0.01228738222622701,"score_gpt":0.295232885223633,"score_spread":0.282945502997406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976868641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941498,0.0076725557,0.0013599939,0.0057993117,0.009033281,0.0031894401,0.0011873061,0.0005831819,0.02967694],"genre_scores_gemma":[0.95821077,0.00055833417,0.001500652,0.006932225,0.0021175283,0.00006190841,0.00055929506,0.00031382972,0.029745486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922727,0.0001598201,0.001714625,0.0014492897,0.0012725543,0.0031310127],"domain_scores_gemma":[0.99534327,0.00032071795,0.0005326902,0.0019802365,0.0003529442,0.0014701164],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009959968,0.0010731576,0.0013985857,0.0005401569,0.0005776508,0.00026297226,0.0008455608,0.0007511271,0.01089312],"category_scores_gemma":[0.00035903268,0.0011554512,0.00047679787,0.00096466695,0.00050474127,0.00046083823,0.0007629359,0.001143313,0.007355067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003494595,0.002517717,0.23742796,0.0023527385,0.0015207505,0.0058811135,0.004570136,0.000001764532,0.0920601,0.014231726,0.60664004,0.029301347],"study_design_scores_gemma":[0.007245221,0.0018553345,0.11054797,0.0016420227,0.0007813965,0.000508308,0.0032212131,0.00006281446,0.048821073,0.00061752426,0.82303977,0.001657346],"about_ca_topic_score_codex":0.0014144155,"about_ca_topic_score_gemma":0.0011342892,"teacher_disagreement_score":0.21639971,"about_ca_system_score_codex":0.0013563181,"about_ca_system_score_gemma":0.0009520283,"threshold_uncertainty_score":0.99908954},"labels":[],"label_agreement":null},{"id":"W2977467865","doi":"","title":"Moduły filtracji membranowej Alfa Laval","year":2017,"lang":"pl","type":"article","venue":"Forum Eksploatatora","topic":"Waste Management and Environmental Impact","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.015103376668805978,"score_gpt":0.23000280001142107,"score_spread":0.21489942334261508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977467865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6924095,0.0043498185,0.0019099779,0.009093987,0.011951145,0.0017937885,0.00096731866,0.0010718993,0.27645254],"genre_scores_gemma":[0.98199797,0.00092099624,0.00044150848,0.00023772861,0.00055754796,0.00002353197,0.00010241956,0.00019222943,0.015526047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972023,0.000033345234,0.00046804288,0.00056655274,0.0005031535,0.0012266361],"domain_scores_gemma":[0.9973508,0.00003321662,0.00022349902,0.0019858659,0.000012767854,0.00039384988],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023039697,0.0006330486,0.0005464601,0.0001306535,0.0008507936,0.00095079985,0.0012881424,0.00025084658,0.001535218],"category_scores_gemma":[0.000060189872,0.00067843695,0.00029045297,0.00007410907,0.00024162259,0.0014791397,0.00068545184,0.0004339982,0.004242755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029702752,0.0008495976,0.081444874,0.0018193121,0.0024129266,0.0010190789,0.001841938,0.025818849,0.02208875,0.0074945665,0.7749869,0.07992616],"study_design_scores_gemma":[0.004097544,0.00043431224,0.1266438,0.0005616513,0.0006469855,0.000036462876,0.0013335855,0.050033007,0.023298495,0.0014106643,0.7885141,0.0029893937],"about_ca_topic_score_codex":0.00035652032,"about_ca_topic_score_gemma":0.000102551654,"teacher_disagreement_score":0.28958845,"about_ca_system_score_codex":0.00018537595,"about_ca_system_score_gemma":0.000020989088,"threshold_uncertainty_score":0.9995667},"labels":[],"label_agreement":null},{"id":"W749570865","doi":"","title":"Nowa metoda higienizacji odwodnionych osadów ściekowych wapnem i pyłem paleniskowym","year":2001,"lang":"pl","type":"article","venue":"Forum Eksploatatora","topic":"Waste Management and Environmental Impact","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine","score_opus":0.012143354224028704,"score_gpt":0.21028791640757222,"score_spread":0.1981445621835435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W749570865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8163398,0.012107678,0.008476035,0.008385801,0.010708537,0.0027147722,0.0007635135,0.0024687708,0.13803509],"genre_scores_gemma":[0.97767365,0.0034914592,0.0010284141,0.00079275965,0.0007782442,0.000062750405,0.00035393657,0.00039334575,0.015425469],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99431753,0.00011281803,0.0010585844,0.0011178552,0.0010045079,0.0023887237],"domain_scores_gemma":[0.9972002,0.00011787372,0.00023115095,0.0016526736,0.000038144306,0.0007599671],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043724925,0.0011896873,0.000969748,0.00044202222,0.0004591556,0.0005118946,0.001114847,0.00048144124,0.0046378593],"category_scores_gemma":[0.000050363724,0.0012699757,0.0005263481,0.0011126042,0.00021530689,0.0013023621,0.0007237497,0.0007985592,0.0102815265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005968376,0.002067266,0.16524528,0.0016042782,0.0033166814,0.0021358063,0.003011034,0.03397079,0.011552954,0.010324452,0.6813819,0.08479271],"study_design_scores_gemma":[0.0032780773,0.00056425564,0.018491596,0.0003754922,0.0006107877,0.00013285267,0.0035215698,0.016317802,0.0035711408,0.00062307523,0.9498256,0.0026877902],"about_ca_topic_score_codex":0.0002248246,"about_ca_topic_score_gemma":0.00011163299,"teacher_disagreement_score":0.26844364,"about_ca_system_score_codex":0.0005790198,"about_ca_system_score_gemma":0.00004082379,"threshold_uncertainty_score":0.998975},"labels":[],"label_agreement":null},{"id":"W960422725","doi":"","title":"Kanalizacja ciśnieniowa - dobre rozwiązanie dla terenów wiejskich","year":2006,"lang":"pl","type":"article","venue":"Forum Eksploatatora","topic":"Integrated Water Resources Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Engineering","score_opus":0.0035444250000646682,"score_gpt":0.18314210981390125,"score_spread":0.1795976848138366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W960422725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67044795,0.003318815,0.0054568416,0.009127447,0.004012006,0.0036561426,0.0012513119,0.0011625965,0.30156693],"genre_scores_gemma":[0.94989157,0.000073271796,0.0007691526,0.0019138849,0.00047170697,0.00009437839,0.00042475562,0.000210087,0.04615119],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927821,0.00027620335,0.0012278812,0.0017010649,0.0016209232,0.002391841],"domain_scores_gemma":[0.9972359,0.00006260647,0.0005294767,0.0016690557,0.000052930325,0.00045004874],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055475195,0.0010940717,0.0007601197,0.00030675335,0.0007119092,0.00071476103,0.0018793052,0.0004316865,0.011364278],"category_scores_gemma":[0.000034333938,0.0010197446,0.00042245758,0.0012081538,0.0006844891,0.00092551316,0.0014413765,0.0007322627,0.024032796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021260971,0.0013650028,0.15959539,0.0002641674,0.00033929097,0.0008510918,0.0011231736,0.0058070994,0.003559156,0.009943031,0.8077706,0.009169411],"study_design_scores_gemma":[0.0015304163,0.00039241012,0.02536846,0.00023013254,0.00029732657,0.00004757946,0.00090990344,0.003775888,0.0074181966,0.0036058112,0.95474595,0.0016779504],"about_ca_topic_score_codex":0.011530201,"about_ca_topic_score_gemma":0.002303044,"teacher_disagreement_score":0.27944365,"about_ca_system_score_codex":0.001017274,"about_ca_system_score_gemma":0.000058030528,"threshold_uncertainty_score":0.9992253},"labels":[],"label_agreement":null}]}