{"meta":{"query_hash":"dfef3b89250d","filters":{"venue":"Archiwum Kryminologii."},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/dfef3b89250d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Archiwum+Kryminologii."},"results":[{"id":"W2586742414","doi":"10.7420/ak2015l","title":"O dopuszczalności prowadzenia czynności operacyjno-rozpoznawczych w jednostkach penitencjarnych","year":2015,"lang":"en","type":"article","venue":"Archiwum Kryminologii.","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Identification (biology); Psychology; Computer science; Biology","score_opus":0.3411751005951258,"score_gpt":0.539221545112726,"score_spread":0.19804644451760023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586742414","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":[0.73510116,0.0009364516,0.0006832324,0.016608685,0.0029618524,0.004275828,0.00015454904,0.00074272935,0.2385355],"genre_scores_gemma":[0.9735395,0.00014731946,0.005838884,0.002983895,0.0012165224,0.00095202145,0.00033237046,0.000088865396,0.014900661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99295646,0.0015440613,0.0011737588,0.0008981856,0.0011885382,0.002239019],"domain_scores_gemma":[0.99452084,0.0018364489,0.0002875449,0.0010978918,0.00097133924,0.0012859231],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002574923,0.00043494735,0.0006342668,0.00046143762,0.0014364306,0.00003404964,0.0010531149,0.0005227441,0.001298284],"category_scores_gemma":[0.0029071758,0.00035590594,0.00014399579,0.0008038394,0.00033672224,0.00040311628,0.00076035364,0.0023813518,0.013086225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016652746,0.0004953279,0.812708,0.0004950047,0.00007781979,0.00014991508,0.006676992,0.000026255972,0.00040420215,0.027242027,0.06630471,0.08375447],"study_design_scores_gemma":[0.005298545,0.0014363978,0.5675736,0.0001905447,0.000036911857,0.00005948053,0.0049956744,0.0009334476,0.00014331435,0.0165456,0.40185344,0.0009330313],"about_ca_topic_score_codex":0.0012450351,"about_ca_topic_score_gemma":0.00037043172,"teacher_disagreement_score":0.33554873,"about_ca_system_score_codex":0.00043266817,"about_ca_system_score_gemma":0.0025643257,"threshold_uncertainty_score":0.9999202},"labels":[],"label_agreement":null},{"id":"W3109051048","doi":"10.7420/ak2005-2006j","title":"Kryminologia kulturowa? Antropologia kultury jako przyczynek do rozważań nad problematyką zabójstwa w krajach anglosaskich","year":2006,"lang":"en","type":"article","venue":"Archiwum Kryminologii.","topic":"Polish-Jewish Holocaust Memory Studies","field":"Arts and Humanities","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":"Criminology; Sociology; Homicide; Presentation (obstetrics); Perspective (graphical); Social science; Anthropology; Poison control; Suicide prevention; Art","score_opus":0.021265992085591632,"score_gpt":0.20939434540131707,"score_spread":0.18812835331572544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109051048","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":[0.67035717,0.0048599015,0.00006716843,0.0044470252,0.0025970957,0.0015527463,0.00038270114,0.002188642,0.31354755],"genre_scores_gemma":[0.9679472,0.00020572044,0.0017427126,0.0009330329,0.002109601,0.00032819938,0.00025789326,0.00012615882,0.026349476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99377626,0.0003725273,0.001253063,0.0015242483,0.0007442516,0.0023296212],"domain_scores_gemma":[0.99703735,0.0004220501,0.0005828321,0.0012968696,0.00042990234,0.00023097442],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00051618105,0.0011161728,0.0011995247,0.0005326658,0.001568228,0.0005799806,0.001480543,0.00043127922,0.0012789937],"category_scores_gemma":[0.00038597552,0.00087624235,0.00043004178,0.00029984265,0.0034700055,0.00073859433,0.0008038656,0.0011749784,0.0018168822],"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":[0.0001955049,0.0012658272,0.02280487,0.0002491233,0.00054261024,0.00062488735,0.014083263,0.00007593689,0.0021903643,0.75265163,0.19197553,0.013340446],"study_design_scores_gemma":[0.003512391,0.001903011,0.077236466,0.00026638847,0.00049427,0.00042522114,0.016409533,0.000089333626,0.0045920303,0.10478997,0.7865341,0.0037473168],"about_ca_topic_score_codex":0.0017269889,"about_ca_topic_score_gemma":0.0024475558,"teacher_disagreement_score":0.64786166,"about_ca_system_score_codex":0.00023252964,"about_ca_system_score_gemma":0.00014641535,"threshold_uncertainty_score":0.9997316},"labels":[],"label_agreement":null},{"id":"W3163289116","doi":"10.7420/ak2018j","title":"W poszukiwaniu skutecznych metod resocjalizacji sprawców pozbawionych wolności na przykładzie Stanów Zjednoczonych Ameryki","year":2018,"lang":"en","type":"article","venue":"Archiwum Kryminologii.","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","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":"Prison; Punitive damages; Criminology; Recidivism; Criminal justice; Sanctions; Rehabilitation; Political science; Constructive; Psychology; Law; Process (computing); Computer science","score_opus":0.04885641586365777,"score_gpt":0.35965320827930153,"score_spread":0.31079679241564373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163289116","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":[0.58124405,0.0018506931,0.0030559304,0.0042560096,0.12891789,0.0016330194,0.00027577777,0.001982812,0.27678385],"genre_scores_gemma":[0.97046477,0.00006678148,0.008744957,0.003645586,0.0066298554,0.00014272881,0.00014672893,0.00033873715,0.009819859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906492,0.00085569214,0.0016162341,0.0026336464,0.0011678378,0.0030773762],"domain_scores_gemma":[0.99386954,0.0006464404,0.000818913,0.0035244317,0.00037957288,0.0007611154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0014033279,0.0012850078,0.0012973873,0.0011283603,0.00087022316,0.00020378613,0.0024374423,0.0008493195,0.003971165],"category_scores_gemma":[0.0004564938,0.0012262918,0.000536002,0.0013217694,0.0020735534,0.0004502298,0.00071304373,0.0015757335,0.009359405],"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":[0.0017086924,0.0014625153,0.028841678,0.00006735784,0.0010367658,0.00045857514,0.007558941,0.000002422245,0.0047640256,0.13529837,0.7559123,0.06288837],"study_design_scores_gemma":[0.006875586,0.006858385,0.14973783,0.00030887846,0.00042512073,0.0014629797,0.008277945,0.000091966656,0.0043078163,0.030864447,0.78709453,0.0036945282],"about_ca_topic_score_codex":0.0006520228,"about_ca_topic_score_gemma":0.00030505453,"teacher_disagreement_score":0.38922074,"about_ca_system_score_codex":0.0003151777,"about_ca_system_score_gemma":0.000250148,"threshold_uncertainty_score":0.99999017},"labels":[],"label_agreement":null},{"id":"W3180769798","doi":"10.7420/ak2021.14","title":"Using design thinking and innovation camps to combat forced labour: A case example: Wykorzystanie myślenia projektowego i obozów innowacyjnych do zwalczania pracy przymusowej. Analiza przypadku","year":2021,"lang":"en","type":"article","venue":"Archiwum Kryminologii.","topic":"Biomedical and Engineering Education","field":"Engineering","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":"Mount Royal University","funders":"","keywords":"Political science; Operations management; Sociology; Engineering","score_opus":0.09242813259820953,"score_gpt":0.2960615813441747,"score_spread":0.20363344874596517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180769798","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":[0.78555626,0.0006936967,0.21107565,0.00040013995,0.0009442204,0.00054509577,0.000028738637,0.00056106417,0.00019514516],"genre_scores_gemma":[0.91997594,0.00009326498,0.078902334,0.00031557487,0.00031061302,0.00008946103,0.000083410676,0.00007953994,0.0001498503],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99779516,0.00012349672,0.0005566327,0.0005457899,0.00031648632,0.00066244067],"domain_scores_gemma":[0.99872833,0.00024275374,0.00008774073,0.00047326088,0.00027902343,0.00018888852],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005796426,0.0003725884,0.00036035397,0.000599033,0.00023809755,0.00018897699,0.00022010013,0.0002482154,0.00005995887],"category_scores_gemma":[0.0005770057,0.00036897237,0.000037983664,0.0023535816,0.00008175354,0.00029638925,0.00018128224,0.00046161914,0.000016858708],"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":[0.0001883503,0.0007476957,0.007201829,0.004480277,0.0010501564,0.0045967153,0.048266623,0.034360982,0.5087379,0.13473517,0.014555287,0.24107903],"study_design_scores_gemma":[0.011685916,0.0025697614,0.08288114,0.0043633967,0.0010660661,0.020423599,0.0127382055,0.38935244,0.20244251,0.0706538,0.18960513,0.012218039],"about_ca_topic_score_codex":0.00014875275,"about_ca_topic_score_gemma":0.000039570175,"teacher_disagreement_score":0.35499144,"about_ca_system_score_codex":0.00018498012,"about_ca_system_score_gemma":0.00017532455,"threshold_uncertainty_score":0.9998762},"labels":[],"label_agreement":null},{"id":"W3200708914","doi":"10.7420/ak2001-2002f","title":"Kryminologiczne aspekty przestępczości granicznej","year":2002,"lang":"en","type":"article","venue":"Archiwum Kryminologii.","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":1,"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":"Criminology; Sociology","score_opus":0.0713284896190721,"score_gpt":0.22263508022913853,"score_spread":0.15130659061006643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200708914","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":[0.8785314,0.00026853647,0.00042298815,0.006040976,0.00022893249,0.00021268397,0.000006012473,0.00042238922,0.11386607],"genre_scores_gemma":[0.9832084,0.00019550133,0.0025391174,0.004426322,0.000061523206,0.000043832784,0.000012459834,0.000020230978,0.009492582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789274,0.00014940918,0.0003601846,0.00062632386,0.0002947786,0.0006765758],"domain_scores_gemma":[0.99887383,0.00015742789,0.00013465245,0.00065932324,0.000013415133,0.00016135912],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017097611,0.00028484224,0.00028204903,0.00010057623,0.00032679312,0.000031142772,0.0006915342,0.00021515344,0.021349119],"category_scores_gemma":[0.00024055099,0.0002438407,0.00014569651,0.00035725036,0.00086741365,0.00025109435,0.0003902956,0.0003906478,0.015249797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003642987,0.0006411421,0.7367817,0.000011430016,0.00009977739,0.0002839289,0.00088519295,0.00012600134,0.005729503,0.0074931905,0.1282397,0.119671956],"study_design_scores_gemma":[0.0008302844,0.0003538762,0.78925985,0.000011351883,0.00008736578,0.00023526006,0.00020878509,0.0014234493,0.0021167228,0.010760272,0.19396007,0.00075273373],"about_ca_topic_score_codex":0.0001650821,"about_ca_topic_score_gemma":0.00013079272,"teacher_disagreement_score":0.118919216,"about_ca_system_score_codex":0.0000729521,"about_ca_system_score_gemma":0.000006182483,"threshold_uncertainty_score":0.99435353},"labels":[],"label_agreement":null},{"id":"W4316925143","doi":"10.7420/ak2021.02","title":"Epilogue: Epilog","year":2021,"lang":"en","type":"article","venue":"Archiwum Kryminologii.","topic":"Sex work and related issues","field":"Social Sciences","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":"Mount Royal University","funders":"","keywords":"Philosophy","score_opus":0.0411541335812378,"score_gpt":0.32745618774213814,"score_spread":0.2863020541609003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316925143","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":[0.48387322,0.0033400212,0.00015784492,0.014906615,0.0012311647,0.000117263495,0.0000018881326,0.00038970797,0.4959823],"genre_scores_gemma":[0.96838033,0.0018340247,0.0021403981,0.00071284146,0.00035640108,0.000009492215,0.00001691951,0.000011520315,0.026538065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850094,0.00030542986,0.00016128352,0.00029472756,0.00023706847,0.00050054275],"domain_scores_gemma":[0.99924827,0.00020240845,0.000044989276,0.00028298204,0.00008997341,0.00013140909],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030460575,0.00010353275,0.0001616916,0.000060003924,0.0005522109,0.00005601127,0.00029503534,0.00018040858,0.0011385409],"category_scores_gemma":[0.000668063,0.00009364704,0.00008738168,0.00037160228,0.00047847797,0.000082242106,0.00011372707,0.00028003956,0.0011180663],"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":[0.000035943587,0.00047776554,0.06584403,0.000019475981,0.00021541801,0.0011901193,0.08132544,0.000026116057,0.003113692,0.5597064,0.03214767,0.25589794],"study_design_scores_gemma":[0.00026544186,0.00005119698,0.015005353,0.000025297772,0.000023662571,0.000015593754,0.01517739,0.000006872622,0.002549141,0.06666841,0.8999466,0.00026504174],"about_ca_topic_score_codex":0.00039040457,"about_ca_topic_score_gemma":0.0002831586,"teacher_disagreement_score":0.8677989,"about_ca_system_score_codex":0.000037188776,"about_ca_system_score_gemma":0.0002113137,"threshold_uncertainty_score":0.9997746},"labels":[],"label_agreement":null},{"id":"W893309060","doi":"10.7420/ak2012a","title":"The dawning of a new era in social reaction to crime: promise, potential and limitations of restorative justice","year":2012,"lang":"en","type":"article","venue":"Archiwum Kryminologii.","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Restorative justice; Criminology; Social justice; Political science; Economic Justice; Sociology; Law","score_opus":0.1262925432743512,"score_gpt":0.36836051595266484,"score_spread":0.24206797267831365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W893309060","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":[0.99200416,0.00019352567,0.00075978396,0.0014447725,0.00020764732,0.00015293497,0.0000018959905,0.000012603798,0.005222684],"genre_scores_gemma":[0.9980721,0.000264699,0.0010421057,0.000027768448,0.00022535269,0.000013006365,0.0000014889075,0.000003465178,0.00035002708],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991521,0.00016811564,0.00019538355,0.000100728816,0.00016792673,0.00021569921],"domain_scores_gemma":[0.99914867,0.000502316,0.00011613034,0.00008050505,0.000088787456,0.00006361391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043536304,0.000056517274,0.00011730213,0.00013662087,0.0005030741,0.000017008046,0.00010847673,0.00004895264,0.0000034427017],"category_scores_gemma":[0.0012388258,0.000046909434,0.00004179738,0.00043352117,0.0002154559,0.00016245007,0.00004624599,0.00012532245,0.000003601438],"study_design_candidate":"qualitative","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":[0.00023929236,0.00022246131,0.0045010378,0.000031992386,0.00006977441,0.0000015262946,0.37144056,0.00004903018,0.0137640545,0.08264646,0.0011345271,0.5258993],"study_design_scores_gemma":[0.00023279732,0.0001477184,0.24484825,0.000026487065,0.00048399298,0.0000018021921,0.7446395,0.000049274757,0.00063713815,0.0020294546,0.006770186,0.00013338182],"about_ca_topic_score_codex":0.0062756804,"about_ca_topic_score_gemma":0.009343062,"teacher_disagreement_score":0.5257659,"about_ca_system_score_codex":0.000039470826,"about_ca_system_score_gemma":0.00013366557,"threshold_uncertainty_score":0.94869936},"labels":[],"label_agreement":null}]}