{"meta":{"query_hash":"fafb8b08aed7","filters":{"venue":"Technologia Wody"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/fafb8b08aed7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Technologia+Wody"},"results":[{"id":"W2735221557","doi":"","title":"Nowe technologie firmy Wilo w służbie klientów","year":2017,"lang":"pl","type":"article","venue":"Technologia Wody","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Mathematics","score_opus":0.0329772573627122,"score_gpt":0.265609683839806,"score_spread":0.23263242647709378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735221557","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32772386,0.003290299,0.0017938294,0.1760691,0.0062925117,0.003253525,0.000047380472,0.0096063,0.4719232],"genre_scores_gemma":[0.9760626,0.0006802978,0.00093598536,0.0012874817,0.0010401097,0.000057473833,0.000059569295,0.00011199081,0.019764513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962506,0.000014301218,0.00071244716,0.0011910269,0.0007559656,0.0010756522],"domain_scores_gemma":[0.9945137,0.00009329787,0.0018681103,0.0030917109,0.00040165862,0.00003151127],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008244861,0.0007400701,0.0006192238,0.0010089098,0.0028148384,0.0035901726,0.004861845,0.0009541257,0.0033156062],"category_scores_gemma":[0.0045591006,0.00071338826,0.00018737819,0.0010276618,0.0010006938,0.004680209,0.005090945,0.0010800161,0.013027787],"study_design_candidate":"not_applicable","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":[0.00009592379,0.0007983867,0.25197968,0.00077027234,0.0004253637,0.00035202462,0.00001984624,0.000013670153,0.0011506967,0.50905174,0.17128253,0.06405988],"study_design_scores_gemma":[0.0014718163,0.00008579671,0.04699289,0.00032130867,0.00055293646,0.0000065263193,0.0006861076,0.001343515,0.0014396139,0.033792004,0.9118451,0.0014623766],"about_ca_topic_score_codex":0.0003352739,"about_ca_topic_score_gemma":0.0001240492,"teacher_disagreement_score":0.74056256,"about_ca_system_score_codex":0.00011705906,"about_ca_system_score_gemma":0.00005219728,"threshold_uncertainty_score":0.99953175},"labels":[],"label_agreement":null},{"id":"W3093066508","doi":"","title":"Przenoszenie powietrzem trwałych zanieczyszczeń organicznych na dalekie odległości – nowe znaczenie problemu w czasie pandemii SARS-CoV-2","year":2020,"lang":"pl","type":"article","venue":"Technologia Wody","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physics; Theology; Philosophy","score_opus":0.02670362174762345,"score_gpt":0.22445928183476713,"score_spread":0.19775566008714368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093066508","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":[0.93850857,0.0013018333,0.0014106297,0.01949087,0.0009154601,0.004758015,0.000102270285,0.0029627543,0.030549578],"genre_scores_gemma":[0.9853069,0.0010846393,0.003673907,0.0042831725,0.00017312424,0.0002589079,0.00011221339,0.00026982473,0.0048372983],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99070364,0.00016863979,0.0016046526,0.0029844479,0.0017432071,0.0027954392],"domain_scores_gemma":[0.9969017,0.00010701605,0.00070361263,0.0017668816,0.000036553814,0.0004842442],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008215727,0.0016315812,0.0012747342,0.00035135704,0.0009298422,0.00037419455,0.003441118,0.0012757247,0.006185603],"category_scores_gemma":[0.00034414523,0.0016310039,0.0003747419,0.0032024127,0.0013840388,0.00094846985,0.005290821,0.0018213441,0.018173533],"study_design_candidate":"bench_or_experimental","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":[0.0007730506,0.003556298,0.17120478,0.0014123712,0.0012926509,0.00255061,0.0065635126,0.00083815487,0.4982773,0.0029400673,0.18645422,0.12413696],"study_design_scores_gemma":[0.008333238,0.0041062706,0.06372129,0.0004669941,0.0009410433,0.00014801613,0.014651939,0.0055128494,0.36154863,0.0039582155,0.5289749,0.0076366193],"about_ca_topic_score_codex":0.00026987147,"about_ca_topic_score_gemma":0.00007702553,"teacher_disagreement_score":0.34252065,"about_ca_system_score_codex":0.002109366,"about_ca_system_score_gemma":0.0001220512,"threshold_uncertainty_score":0.99964315},"labels":[],"label_agreement":null},{"id":"W3111047611","doi":"","title":"Możliwości wykorzystania spektroskopii fotoelektronów w analizie jakości środowiska wodnego","year":2020,"lang":"pl","type":"article","venue":"Technologia Wody","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"X-ray photoelectron spectroscopy; Physics; Nuclear magnetic resonance","score_opus":0.02318587316104318,"score_gpt":0.2004695918099952,"score_spread":0.17728371864895204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111047611","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":[0.961626,0.0010121359,0.0027754337,0.011423814,0.00061557454,0.0015979867,0.00016829224,0.0026185662,0.018162204],"genre_scores_gemma":[0.9948607,0.00031912926,0.0015507666,0.0007852973,0.00021568497,0.00007359645,0.000081387545,0.00008494897,0.0020284823],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99568474,0.00010537617,0.0007049334,0.0014999222,0.00074445124,0.0012605619],"domain_scores_gemma":[0.99813235,0.000050541563,0.00032900763,0.0010176476,0.000026491549,0.00044399055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021110375,0.00082123175,0.0007029577,0.00017785002,0.0004654645,0.00025985055,0.0010819648,0.00079435797,0.0071488586],"category_scores_gemma":[0.00015191144,0.0007495646,0.00032556162,0.0016229078,0.00079745904,0.00066990213,0.00092799996,0.00078824913,0.016122058],"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":[0.0005353127,0.002110094,0.56777716,0.00026185234,0.0006797833,0.0008977054,0.0022054133,0.0008090663,0.25821036,0.006644753,0.08208312,0.077785365],"study_design_scores_gemma":[0.011844258,0.010518829,0.19574672,0.00037974137,0.0019374518,0.00018644104,0.004377639,0.010605633,0.48106954,0.016129415,0.2604323,0.0067720376],"about_ca_topic_score_codex":0.0005685785,"about_ca_topic_score_gemma":0.00009037999,"teacher_disagreement_score":0.37203044,"about_ca_system_score_codex":0.00067768776,"about_ca_system_score_gemma":0.00004429236,"threshold_uncertainty_score":0.99949557},"labels":[],"label_agreement":null}]}