{"meta":{"query_hash":"71489fadb8a8","filters":{"venue":"University of Oulu Repository (University of Oulu)"},"cohort_total":34,"direct_labels_cover":0,"predictions_cover":34,"exported":34,"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/71489fadb8a8","api":"https://metacan.xera.ac/api/v1/cohort?venue=University+of+Oulu+Repository+%28University+of+Oulu%29"},"results":[{"id":"W2963996746","doi":"","title":"Infrastructure sharing for mobile network operators:analysis of trade-offs and market","year":2018,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Base station; Computer network; Quality of service; Cellular network; Transmitter power output; Mobile network operator; Telecommunications","score_opus":0.0037593832301912548,"score_gpt":0.16899481704505145,"score_spread":0.1652354338148602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963996746","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37254044,0.004867107,0.53815025,0.005672675,0.00016504497,0.00040351835,0.00062242843,0.00033990055,0.07723865],"genre_scores_gemma":[0.9786531,0.0010626524,0.011489865,0.00017909805,0.0001090218,0.00015922505,0.000092977956,0.000077844845,0.008176324],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987527,0.00047646885,0.000035253568,0.00017642409,0.00021357906,0.00034555735],"domain_scores_gemma":[0.9914693,0.0062374743,0.0010503738,0.00023636204,0.000477776,0.00052872626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003657356,0.0014849048,0.0015680955,0.0013329155,0.0009836972,0.003530271,0.002361017,0.0031813644,0.010810027],"category_scores_gemma":[0.014909956,0.0012511119,0.0014204504,0.001301323,0.0023300813,0.0070980717,0.0021204855,0.0020547672,0.0004940712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015514363,0.00015069063,0.0021737095,0.00015573211,0.00007229292,0.00047827265,0.00022260268,0.75014913,0.002246209,0.23173104,0.0023295535,0.010135636],"study_design_scores_gemma":[0.000019127867,0.000062295585,0.0005309657,0.000020671645,0.000019113317,0.000085667365,0.00012879282,0.9518531,0.0001637221,0.04615271,0.00093914865,0.000024669496],"about_ca_topic_score_codex":0.0048284773,"about_ca_topic_score_gemma":0.0031271086,"teacher_disagreement_score":0.010810027,"about_ca_system_score_codex":0.0037800632,"about_ca_system_score_gemma":0.0015969366,"threshold_uncertainty_score":0.03616309},"labels":[],"label_agreement":null},{"id":"W3100608601","doi":"","title":"Creativity on paid crowdsourcing platforms","year":2020,"lang":"en","type":"preprint","venue":"University of Oulu Repository (University of Oulu)","topic":"Mobile Crowdsensing and Crowdsourcing","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Crowdsourcing; Creativity; Scope (computer science); Work (physics); Creative work; Data science; Meaning (existential); Computer science; Knowledge management; World Wide Web; Engineering; Psychology; Political science; Social psychology","score_opus":0.020606637379672516,"score_gpt":0.18854886269258575,"score_spread":0.16794222531291322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100608601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89220494,0.0005349187,0.015751189,0.0022817624,0.0001321955,0.0005634548,0.00036610893,0.00016710056,0.08799823],"genre_scores_gemma":[0.9875377,0.00016283648,0.0036882511,0.00021070158,0.00006134269,0.00023869697,0.00008592976,0.000039844188,0.00797471],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99306667,0.0034249458,0.00019459231,0.00052691065,0.0021953217,0.00059151714],"domain_scores_gemma":[0.98519784,0.009752132,0.0015692111,0.0011919318,0.0012603567,0.0010286331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039744135,0.00035914485,0.00035941973,0.0015642272,0.004320444,0.0038304506,0.00077214075,0.0010068954,0.0076336768],"category_scores_gemma":[0.017921608,0.00021039041,0.00041695233,0.0011769516,0.0028447704,0.0022267725,0.0035775409,0.00090613303,0.0010909816],"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":[0.0013326338,0.0004104427,0.07200845,0.0026398825,0.00012425482,0.003993148,0.56593156,0.002735904,0.027782341,0.06253113,0.018418634,0.24209166],"study_design_scores_gemma":[0.00020767296,0.0007488068,0.13846646,0.0017803422,0.00009081874,0.001606194,0.4779965,0.009022456,0.008462228,0.065816045,0.29546693,0.00033558536],"about_ca_topic_score_codex":0.0024654425,"about_ca_topic_score_gemma":0.0026535783,"teacher_disagreement_score":0.0076336768,"about_ca_system_score_codex":0.0015443813,"about_ca_system_score_gemma":0.0013877875,"threshold_uncertainty_score":0.025537252},"labels":[],"label_agreement":null},{"id":"W3102296895","doi":"","title":"Texture classification in extreme scale variations using GANet","year":2019,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Tekes; Academy of Finland; Infotech Oulu; National Natural Science Foundation of China","keywords":"Pattern recognition (psychology); Artificial intelligence; Computer science; Scale (ratio); Texture (cosmology); Image texture; Image segmentation; Computer vision; Segmentation; Image (mathematics); Geography; Cartography","score_opus":0.03319248725837515,"score_gpt":0.1963742119322543,"score_spread":0.16318172467387915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102296895","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23237568,0.0012697851,0.7541824,0.000635806,0.00027620155,0.00016300609,0.00076838234,0.0038678774,0.006460865],"genre_scores_gemma":[0.8698885,0.00040579741,0.11969297,0.0006127864,0.0001330521,0.00014867344,0.0021635676,0.00019373742,0.006760921],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997768,0.000040079813,0.000008079941,0.00007556021,0.00004952827,0.000049943916],"domain_scores_gemma":[0.9997011,0.00010675946,0.00003156944,0.000049473492,0.00008595175,0.000025194331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054226816,0.00076685636,0.000988401,0.00088216533,0.00022977404,0.00066258723,0.0013202721,0.0007308947,0.0014911473],"category_scores_gemma":[0.0010828401,0.00029973147,0.0009152532,0.0006983019,0.0004805562,0.000731226,0.0005005243,0.0010577675,0.0005496413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009438546,0.00028752125,0.007819369,0.00015372285,0.00019096823,0.00031738286,0.000092108945,0.49546957,0.026775321,0.005021698,0.011628085,0.45130038],"study_design_scores_gemma":[0.000011302891,0.00004448431,0.00072935206,0.0000051003926,0.000010556724,0.000047191683,0.00001459452,0.99500424,0.001724095,0.0017994039,0.00060401956,0.0000057522166],"about_ca_topic_score_codex":0.004204917,"about_ca_topic_score_gemma":0.006177019,"teacher_disagreement_score":0.004204917,"about_ca_system_score_codex":0.00061396847,"about_ca_system_score_gemma":0.00033473302,"threshold_uncertainty_score":0.008360922},"labels":[],"label_agreement":null},{"id":"W3103377743","doi":"","title":"Abnormal working hours:effect of rapid releases and implications to work content","year":2017,"lang":"en","type":"preprint","venue":"University of Oulu Repository (University of Oulu)","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Commit; Context (archaeology); Computer science; Software bug; Database; Software; Open source; Software release life cycle; Software engineering; Software quality; Software development; Operating system","score_opus":0.021649639470547925,"score_gpt":0.19331595230060716,"score_spread":0.17166631283005923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103377743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964637,0.00039880932,0.00046981234,0.00034283355,0.000052092557,0.000028176402,0.00039336062,0.000038903425,0.0018122202],"genre_scores_gemma":[0.99825805,0.00012115077,0.00026999062,0.000054012857,0.00004443129,0.000042360098,0.00033332815,0.000025956711,0.0008507864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99634534,0.0012172711,0.00034657912,0.0007797993,0.0008253932,0.00048564354],"domain_scores_gemma":[0.9375639,0.035709314,0.01449074,0.0035727844,0.0020951761,0.0065681357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027439492,0.0004711059,0.00050223165,0.0010342761,0.00076975604,0.0018242153,0.000925679,0.00065467006,0.006032413],"category_scores_gemma":[0.029303655,0.0003435701,0.00094157964,0.0008898574,0.0009315778,0.0012111282,0.0016123388,0.001332673,0.0008443608],"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":[0.0016340084,0.0005600948,0.9600873,0.00019543832,0.00032578694,0.00019219541,0.003183102,0.00050433195,0.001243516,0.00024721978,0.001117853,0.030709233],"study_design_scores_gemma":[0.000010742978,0.00020008138,0.99758756,0.000024606732,0.000026250247,0.000024302968,0.0012829283,0.00017451908,0.00010244127,0.000108414184,0.00044974586,0.000008440627],"about_ca_topic_score_codex":0.0050026192,"about_ca_topic_score_gemma":0.0048486916,"teacher_disagreement_score":0.006032413,"about_ca_system_score_codex":0.0006509561,"about_ca_system_score_gemma":0.0006602712,"threshold_uncertainty_score":0.020180404},"labels":[],"label_agreement":null},{"id":"W3104278356","doi":"","title":"Do programmers work at night or during the weekend?","year":2018,"lang":"en","type":"preprint","venue":"University of Oulu Repository (University of Oulu)","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Commit; Work (physics); Seniority; Working hours; Computer science; Software; Workload; Productivity; Working time; Software engineering; Database; Engineering; Operating system; Labour economics","score_opus":0.0188782184606615,"score_gpt":0.2518989242611128,"score_spread":0.2330207058004513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104278356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967368,0.0004027689,0.00041022975,0.00064511027,0.00003066488,0.0000063358098,0.000114988754,0.000007497458,0.0016456872],"genre_scores_gemma":[0.9989748,0.00022617837,0.00019687989,0.0001305117,0.000023930023,0.0000069909033,0.000076663026,0.000005027863,0.00035903184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992624,0.00023899674,0.000052574822,0.00016664833,0.00013897958,0.00014044925],"domain_scores_gemma":[0.9921097,0.0029115886,0.002897191,0.00040522212,0.00059382664,0.0010824044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013860759,0.00014383324,0.00024497302,0.0006516501,0.00046236484,0.0012308547,0.00026560202,0.0004180719,0.0020520145],"category_scores_gemma":[0.009597302,0.0001803725,0.00015607281,0.00057490316,0.0005927286,0.0009914653,0.0005787936,0.0004361321,0.0005453855],"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":[0.00018990529,0.000086281696,0.9486754,0.00007523873,0.000038698672,0.000063426756,0.007924184,0.00004072244,0.0008802051,0.00016486864,0.0011132926,0.04074783],"study_design_scores_gemma":[0.0000024142414,0.000045654942,0.99312544,0.000024176135,0.000006278558,0.000047044752,0.0056945034,0.00006799719,0.000097760894,0.00018574878,0.0006972754,0.000005607993],"about_ca_topic_score_codex":0.0032939075,"about_ca_topic_score_gemma":0.0075060534,"teacher_disagreement_score":0.0032939075,"about_ca_system_score_codex":0.0003102867,"about_ca_system_score_gemma":0.00036852993,"threshold_uncertainty_score":0.007330358},"labels":[],"label_agreement":null},{"id":"W3183512321","doi":"","title":"Windowed overlapped frequency domain block filtering approach for direct sequence signal acquisition","year":2018,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Frequency domain; Matched filter; Interference (communication); Rician fading; Block (permutation group theory); SIGNAL (programming language); Filter (signal processing); Time domain; Algorithm; Electronic engineering; Fading; Telecommunications; Decoding methods; Channel (broadcasting); Mathematics","score_opus":0.012889658210821865,"score_gpt":0.19757378686630675,"score_spread":0.1846841286554849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183512321","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00884926,0.00030057225,0.98909646,0.00004139636,0.00004381869,0.000026964806,0.00007675437,0.00027586534,0.0012888245],"genre_scores_gemma":[0.11812213,0.0008331215,0.86973286,0.0000875049,0.0000738586,0.000116957104,0.0005429167,0.00010300287,0.010387685],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998043,0.00003154056,0.000012462387,0.000037664748,0.000093755734,0.000020238118],"domain_scores_gemma":[0.9997428,0.00008603784,0.000018185634,0.000040309285,0.000102061735,0.000010623055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028272273,0.00044805155,0.00038156845,0.000434115,0.00023034961,0.00049262075,0.00040248368,0.00056161225,0.0046736305],"category_scores_gemma":[0.0007675374,0.00022460603,0.00034793623,0.0004806116,0.00015960041,0.0005500097,0.0003995034,0.0004894555,0.0017060473],"study_design_candidate":"simulation_or_modeling","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":[0.00043120005,0.00011953524,0.00056038826,0.00018835542,0.00007638641,0.00015771852,0.00013370087,0.031254746,0.29176408,0.009223838,0.002628667,0.66346127],"study_design_scores_gemma":[0.00003300931,0.00032575292,0.0025645099,0.000044652817,0.0000781277,0.00046887397,0.00005578979,0.8551438,0.117616154,0.0027349268,0.020902475,0.000031996922],"about_ca_topic_score_codex":0.0023254117,"about_ca_topic_score_gemma":0.005650414,"teacher_disagreement_score":0.0046736305,"about_ca_system_score_codex":0.00020549323,"about_ca_system_score_gemma":0.0005692548,"threshold_uncertainty_score":0.015634835},"labels":[],"label_agreement":null},{"id":"W3196000417","doi":"","title":"Energy efficiency maximization in the uplink Delta-OMA networks","year":2021,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Satellite Communication Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Telecommunications link; Maximization; Efficient energy use; Computer science; Energy (signal processing); Delta; Computer network; Engineering; Economics; Electrical engineering; Physics; Aerospace engineering; Microeconomics","score_opus":0.009335039458598602,"score_gpt":0.1584182294144911,"score_spread":0.1490831899558925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196000417","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14338446,0.0012344042,0.8432244,0.00039463822,0.00003910318,0.000035651352,0.00009817402,0.000114141774,0.011474993],"genre_scores_gemma":[0.9596695,0.0005753015,0.037167702,0.000056980443,0.000016610094,0.000041096304,0.000038734226,0.000025345465,0.0024087369],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995913,0.00022729584,0.00000811625,0.000039908195,0.00006957657,0.00006382063],"domain_scores_gemma":[0.99956876,0.00027903588,0.000058033213,0.000017796028,0.00005588888,0.00002051493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000792893,0.00049800344,0.00071171485,0.00028822038,0.00025893646,0.0009176959,0.00054420286,0.0004851112,0.0010671868],"category_scores_gemma":[0.0011900323,0.00030419714,0.00032219774,0.0006486455,0.0005191809,0.00067738397,0.0006844844,0.0005133254,0.00017428573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005817874,0.00002546078,0.0005289695,0.000047716116,0.000020154757,0.00008006438,0.000020918933,0.9692839,0.0019735745,0.016479086,0.0004940297,0.010987949],"study_design_scores_gemma":[0.000002607621,0.000011085173,0.00009020836,0.0000028182844,0.0000023734485,0.000009997567,0.000009256039,0.99704665,0.00032670292,0.0023096502,0.00018687348,0.0000016477709],"about_ca_topic_score_codex":0.0023255653,"about_ca_topic_score_gemma":0.0020847805,"teacher_disagreement_score":0.0023255653,"about_ca_system_score_codex":0.00072928786,"about_ca_system_score_gemma":0.0006783812,"threshold_uncertainty_score":0.0052914023},"labels":[],"label_agreement":null},{"id":"W3203048298","doi":"","title":"Energy efficiency through joint routing and function placement in different modes of SDN/NFV networks","year":2021,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":13,"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 Toronto","funders":"","keywords":"Computer science; Scalability; Network Functions Virtualization; Efficient energy use; Software-defined networking; Distributed computing; Computer network; Cloud computing","score_opus":0.011346365243503742,"score_gpt":0.16286886789695143,"score_spread":0.1515225026534477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203048298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7677606,0.0005859691,0.21863157,0.00037375427,0.000083525956,0.00004269295,0.00010882914,0.0007326807,0.011680336],"genre_scores_gemma":[0.9891143,0.000039195227,0.009737617,0.000014968549,0.0000058584487,0.000007953612,0.000027607915,0.000024836996,0.0010276609],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995239,0.00013021496,0.000020482457,0.00007252637,0.00011694133,0.00013600822],"domain_scores_gemma":[0.9991291,0.0004360467,0.0000696251,0.00011570705,0.00020150225,0.000047886275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007406779,0.00047997208,0.0004517268,0.00043828806,0.0004048414,0.0010014098,0.0007010628,0.0003319419,0.0015989383],"category_scores_gemma":[0.0018527729,0.00021281268,0.0001990749,0.00044458715,0.0003160645,0.0010063809,0.0006575988,0.00023668015,0.00021138672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001000096,0.00027382435,0.003485954,0.00008124037,0.000060503666,0.00008232431,0.0001380304,0.78355247,0.029881135,0.009476365,0.0014359375,0.17053205],"study_design_scores_gemma":[0.000017819137,0.00010434276,0.0008900655,0.000008576289,0.000023877383,0.00003423433,0.000079939826,0.9868374,0.00737266,0.0042292587,0.00039418205,0.000007658523],"about_ca_topic_score_codex":0.002843361,"about_ca_topic_score_gemma":0.007914331,"teacher_disagreement_score":0.002843361,"about_ca_system_score_codex":0.00090562896,"about_ca_system_score_gemma":0.00060277537,"threshold_uncertainty_score":0.0065708756},"labels":[],"label_agreement":null},{"id":"W6981096786","doi":"","title":"Diagnostic performance of ultrasonography for evaluation of osteoarthritis of ankle joint:comparison with radiography, cone-beam CT, and symptoms","year":2022,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"American Environmental and Regional History","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":"Ankle; Osteoarthritis; Gold standard (test); Radiography; Ultrasonography; WOMAC; Tenosynovitis; Conventional radiography","score_opus":0.006619405156198684,"score_gpt":0.16170877040737566,"score_spread":0.15508936525117697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981096786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893027,0.00688177,0.00235438,0.0001300085,0.00006294846,0.000051883395,0.00007611194,0.00005083865,0.0010893479],"genre_scores_gemma":[0.99831617,0.000351872,0.0010933678,0.000036971564,0.000053669297,0.000010588873,0.00008443897,0.0000049641644,0.000048004767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941016,0.0030467813,0.0006075432,0.0006340549,0.0013902494,0.00021976013],"domain_scores_gemma":[0.9734615,0.01785149,0.0036819596,0.0010063719,0.0028557044,0.0011429536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0098045245,0.00077391387,0.000695969,0.0022931593,0.00017735407,0.0007453784,0.00063911895,0.0012982158,0.0006685405],"category_scores_gemma":[0.040477715,0.00033014204,0.00054346654,0.0006805641,0.0006631324,0.00094998156,0.0005484939,0.00041254284,0.0004519629],"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":[0.0030549644,0.00023187976,0.9572316,0.00018999021,0.00035832066,0.00021842394,0.00019424008,0.00078649836,0.0055969534,0.00003212316,0.00015434949,0.031950675],"study_design_scores_gemma":[0.00032510213,0.005923526,0.96870047,0.000112011694,0.0005888784,0.004149776,0.00032295552,0.015251978,0.0038816063,0.00012643804,0.0005609913,0.000056213546],"about_ca_topic_score_codex":0.0005718387,"about_ca_topic_score_gemma":0.0005238798,"teacher_disagreement_score":0.0098045245,"about_ca_system_score_codex":0.00025832345,"about_ca_system_score_gemma":0.00040854054,"threshold_uncertainty_score":0.05185193},"labels":[],"label_agreement":null},{"id":"W6982656655","doi":"","title":"An investigation of high school teachers’ experiences and perceptions of the influence of neoliberalism in the Canadian school systems","year":2013,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Neoliberalism (international relations); Perception; Government (linguistics); School system; Agency (philosophy)","score_opus":0.006751266682448761,"score_gpt":0.2080849413860562,"score_spread":0.20133367470360744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982656655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919159,0.00013335228,0.000041548545,0.000936355,0.000012391718,0.000021788746,0.000029637697,0.0000027779697,0.0069062547],"genre_scores_gemma":[0.99830866,0.00011017552,0.00003884947,0.00012709964,0.00000218495,0.0000084215035,0.000012864698,0.000002498406,0.0013891298],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9928577,0.0016265216,0.00014985568,0.0003401286,0.0015044758,0.0035213272],"domain_scores_gemma":[0.988352,0.002709492,0.0014903876,0.00028327462,0.0032344672,0.0039304243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055699144,0.00032588543,0.0005231056,0.0020810696,0.029844334,0.008364863,0.0017388039,0.0011826279,0.003391946],"category_scores_gemma":[0.010503523,0.00056860567,0.00028848954,0.003349602,0.016006667,0.002327446,0.005697881,0.0037831024,0.00017574808],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033311986,0.00005323164,0.028508108,0.00002554048,0.000004420073,0.0001584731,0.96622276,0.000024656269,0.00023897525,0.0015845293,0.0005751474,0.0025708464],"study_design_scores_gemma":[0.0000027047045,0.000018230112,0.026019085,0.000027359436,0.000002982254,0.000015934254,0.9689012,0.000016357379,0.000050583934,0.00006259479,0.0048734555,0.000009543669],"about_ca_topic_score_codex":0.9595191,"about_ca_topic_score_gemma":0.9826748,"teacher_disagreement_score":0.93694913,"about_ca_system_score_codex":0.063050844,"about_ca_system_score_gemma":0.078934446,"threshold_uncertainty_score":0.45746803},"labels":[],"label_agreement":null},{"id":"W6987429134","doi":"","title":"Student stories dealing with issues of justice in mainstream and Sudbury school contexts","year":2020,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Education Discipline and Inequality","field":"Social Sciences","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":"Injustice; Mainstream; Economic Justice; Retributive justice; Perception; Narrative","score_opus":0.017631599351648073,"score_gpt":0.2994882438264591,"score_spread":0.281856644474811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987429134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824309,0.00062909117,0.0012345643,0.0037273203,0.00012680613,0.000064049054,0.000060890656,0.00002481194,0.011701552],"genre_scores_gemma":[0.99384415,0.0005422839,0.00057597173,0.00033846375,0.00003695268,0.00006287733,0.000042583895,0.000022620494,0.00453401],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98891884,0.0077722413,0.0003536811,0.000579899,0.0010859962,0.0012893177],"domain_scores_gemma":[0.9862083,0.008945696,0.0018697717,0.0004528554,0.00085160084,0.0016717728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004917825,0.0011850066,0.0010425787,0.0018757276,0.018408313,0.009698515,0.002728402,0.003898054,0.003640974],"category_scores_gemma":[0.016470715,0.00086229754,0.00051998196,0.002358028,0.014596748,0.007547387,0.009971356,0.006339534,0.000423362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023633727,0.000039054565,0.0020769932,0.000038020782,0.0000039139973,0.0012305873,0.99100107,0.000030426492,0.00021977909,0.0023473394,0.00057761115,0.002411535],"study_design_scores_gemma":[0.00000362844,0.00003930876,0.0016447305,0.000086972264,0.000005716776,0.00040526476,0.9801823,0.00008713115,0.00031773263,0.0006148881,0.0165956,0.000016678427],"about_ca_topic_score_codex":0.01422044,"about_ca_topic_score_gemma":0.032629225,"teacher_disagreement_score":0.018408313,"about_ca_system_score_codex":0.0066207317,"about_ca_system_score_gemma":0.003771047,"threshold_uncertainty_score":0.048036993},"labels":[],"label_agreement":null},{"id":"W6996240058","doi":"","title":"Resveratrol suppresses PAI-1 gene expression in a human in vitro model of inflamed adipose tissue","year":2013,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Sirtuins and Resveratrol in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Biocenter, University of Oulu; International Graduate School in Molecular Medicine Ulm; Universität Ulm; Medizinischen Hochschule Hannover; Ottawa Hospital Research Institute","keywords":"Resveratrol; Adipose tissue; Gene expression; In vitro; Adipose tissue macrophages; Inflammation; Gene; White adipose tissue","score_opus":0.010700747874436282,"score_gpt":0.20640715150058322,"score_spread":0.19570640362614694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996240058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861523,0.004644486,0.0029498313,0.00056162116,0.00031159783,0.000057227968,0.0015374669,0.0002183347,0.0035670418],"genre_scores_gemma":[0.9795151,0.002991845,0.0037960545,0.0001808698,0.000110363966,0.00006703898,0.0028042865,0.000046665977,0.010487841],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994184,0.00022212321,0.000052623313,0.0000733036,0.00011659414,0.00011692386],"domain_scores_gemma":[0.99968874,0.000104448016,0.000057525605,0.00007115926,0.000029358098,0.00004884468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044404203,0.0005804426,0.0005652129,0.00077050383,0.00032275607,0.00050921086,0.00031957324,0.00035450276,0.0038580273],"category_scores_gemma":[0.00027265714,0.00031103662,0.0007424689,0.00046278836,0.00041289473,0.00024019794,0.00023022007,0.0010412029,0.0010577217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012076322,0.0002890135,0.00016724585,0.00006395552,0.00001728235,0.00014821714,0.000053942873,0.000063328676,0.9966804,0.00007353223,0.00023299044,0.001002588],"study_design_scores_gemma":[0.00008999937,0.001764797,0.0047145076,0.000011162101,0.000056714598,0.00050617504,0.00013616521,0.0005990438,0.98887795,0.000052669824,0.003179781,0.000011128333],"about_ca_topic_score_codex":0.0022274759,"about_ca_topic_score_gemma":0.0038924594,"teacher_disagreement_score":0.0038580273,"about_ca_system_score_codex":0.0003581509,"about_ca_system_score_gemma":0.0003447794,"threshold_uncertainty_score":0.012906373},"labels":[],"label_agreement":null},{"id":"W6996318312","doi":"","title":"Revisiting the ‘poisoned lands of Sudbury’:Sakari Pälsi and Finnish immigrant miners in Canada in 1927","year":2023,"lang":"en","type":"book-chapter","venue":"University of Oulu Repository (University of Oulu)","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Immigration; Population; Ethnic group; Government (linguistics); Refugee; Census","score_opus":0.018290256825698997,"score_gpt":0.221800180991407,"score_spread":0.203509924165708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996318312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76934606,0.022929514,0.00023612115,0.017366687,0.00093918154,0.00011583732,0.00035762234,0.000023991532,0.18868497],"genre_scores_gemma":[0.8848898,0.009315433,0.00036202086,0.0019901912,0.0000780963,0.000034441848,0.0001224554,0.000037084224,0.10317057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99902785,0.00010274887,0.000020613721,0.000057527828,0.000134291,0.000656953],"domain_scores_gemma":[0.99963,0.00007213396,0.00003257602,0.000010149412,0.00011191714,0.00014326972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075170485,0.0005170218,0.0005292095,0.0014928642,0.042786375,0.0050146314,0.002065826,0.0021941306,0.005739001],"category_scores_gemma":[0.0010477982,0.00045622807,0.00029329117,0.0033614219,0.010277028,0.0018320279,0.004738053,0.0039760657,0.00036523573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051695923,0.0000276511,0.0052064224,0.00016300504,0.000007840472,0.0035841656,0.92952365,0.00006471093,0.00057362724,0.026874522,0.015620192,0.01830259],"study_design_scores_gemma":[0.0000053254853,0.000020005711,0.014655727,0.00029977606,0.000013300117,0.0007293328,0.78465056,0.000038860904,0.00019862781,0.0006446564,0.19871488,0.000029004528],"about_ca_topic_score_codex":0.9781718,"about_ca_topic_score_gemma":0.9967198,"teacher_disagreement_score":0.043491986,"about_ca_system_score_codex":0.043491986,"about_ca_system_score_gemma":0.084904395,"threshold_uncertainty_score":0.31555796},"labels":[],"label_agreement":null},{"id":"W6996689499","doi":"","title":"Social cartographies of internationalization of higher education in Canada:a study of exceptionalist tendencies and articulations","year":2016,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Higher Education Governance and Development","field":"Social Sciences","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":"Higher education; Internationalization; Internationalization of Higher Education; Study abroad; Context (archaeology); Field (mathematics)","score_opus":0.010523550275610973,"score_gpt":0.25260034591699454,"score_spread":0.24207679564138357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996689499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316416,0.00063521723,0.0003205856,0.0023249425,0.000016829279,0.00003299113,0.0008239701,0.000025832138,0.064178035],"genre_scores_gemma":[0.9939659,0.00041866882,0.00020953683,0.000071334434,0.000003884859,0.000009377131,0.00022623192,0.00002394103,0.0050709564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983455,0.0002666327,0.000067043504,0.00014456917,0.00046682905,0.0007094721],"domain_scores_gemma":[0.99331903,0.0024017764,0.00088758755,0.00032635554,0.0017462366,0.0013190263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013687505,0.00021636863,0.00043644797,0.01027139,0.022329899,0.013150589,0.0015531413,0.0008666492,0.009847326],"category_scores_gemma":[0.006614575,0.0003577462,0.00030618088,0.028001381,0.010415208,0.0035509665,0.005640887,0.0016628876,0.00027624745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005707904,0.000026240146,0.087166704,0.000108982094,0.000030427262,0.00067137694,0.8254725,0.00037651588,0.00041513966,0.057820443,0.006040952,0.021813659],"study_design_scores_gemma":[0.0000036463546,0.000007972518,0.13226344,0.0001550718,0.000016710803,0.0001158032,0.8089906,0.00034956972,0.00017426447,0.002160522,0.055729523,0.00003286872],"about_ca_topic_score_codex":0.986115,"about_ca_topic_score_gemma":0.9937366,"teacher_disagreement_score":0.934403,"about_ca_system_score_codex":0.065597005,"about_ca_system_score_gemma":0.08235832,"threshold_uncertainty_score":0.47594184},"labels":[],"label_agreement":null},{"id":"W7007766220","doi":"","title":"Alussa oli mies, metsä — ja innostus:juhlakirja emeritusprofessori Pentti Kerolan 80-vuotispäivänä","year":2015,"lang":"fi","type":"book","venue":"University of Oulu Repository (University of Oulu)","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Radboud Universiteit; McMaster University","keywords":"Honour; Variety (cybernetics); Curriculum; Information system","score_opus":0.020189200016881494,"score_gpt":0.20529072778347718,"score_spread":0.1851015277665957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007766220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01046274,0.18993437,0.0025126853,0.022974703,0.020203987,0.00005121675,0.00032084205,0.00043029923,0.7531091],"genre_scores_gemma":[0.048177466,0.049852207,0.0017314842,0.0020824575,0.0022311285,0.000058372447,0.00025199074,0.0004002469,0.8952147],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972755,0.00004312274,0.000010924369,0.000058476526,0.00011807132,0.000041816405],"domain_scores_gemma":[0.99978024,0.000070224734,0.000018678591,0.000012009248,0.000069244146,0.000049636255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000317339,0.00049637957,0.00045323686,0.00094377925,0.0021677888,0.00493123,0.0003947308,0.00086031144,0.02459677],"category_scores_gemma":[0.0009255418,0.00033054609,0.00019980379,0.0009262396,0.0010185417,0.0033077064,0.0013829686,0.0020305782,0.013780277],"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":[0.000065556786,0.00006493679,0.0006452827,0.00052912824,0.000010145072,0.00031592255,0.0067445,0.00021647144,0.0012497524,0.091591805,0.6843992,0.21416737],"study_design_scores_gemma":[0.0000010276948,0.0000064596984,0.0002755468,0.000114446644,0.000001827255,0.00012835042,0.0004844959,0.000023820914,0.0001413753,0.00077413657,0.99804544,0.0000030623855],"about_ca_topic_score_codex":0.0028520299,"about_ca_topic_score_gemma":0.00724163,"teacher_disagreement_score":0.02459677,"about_ca_system_score_codex":0.0017766317,"about_ca_system_score_gemma":0.0014758075,"threshold_uncertainty_score":0.08228445},"labels":[],"label_agreement":null},{"id":"W7028439534","doi":"","title":"Exploring functional brain networks using independent component analysis:functional brain networks connectivity","year":2013,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Environmental Science and Technology","field":"Biochemistry, Genetics and Molecular Biology","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":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Independent component analysis; Functional connectivity; Functional integration; Aggregate (composite); Cognition; Human brain; Component (thermodynamics); Function (biology)","score_opus":0.021821342694037866,"score_gpt":0.1863309814277034,"score_spread":0.16450963873366553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028439534","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06592318,0.0040157177,0.92154396,0.00057380804,0.00011621841,0.00021465968,0.0021003874,0.0014070746,0.004105081],"genre_scores_gemma":[0.6169938,0.004316641,0.37161902,0.0001254511,0.00021071751,0.0007386071,0.0036211947,0.0002943133,0.0020802517],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932075,0.00023357714,0.000032673204,0.00021820694,0.00015233619,0.000042478776],"domain_scores_gemma":[0.9990952,0.0005313646,0.00013367596,0.000096371376,0.000111793386,0.000031583666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012436362,0.0012954343,0.00079330493,0.003944333,0.0005192645,0.0014576704,0.00066752627,0.0007518564,0.0027757091],"category_scores_gemma":[0.005034771,0.00034696652,0.0012994745,0.004887031,0.0007225551,0.0017070312,0.0008654411,0.001023078,0.0005688643],"study_design_candidate":"simulation_or_modeling","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":[0.0003502739,0.00025026195,0.025199775,0.0021032437,0.0018846935,0.00066764205,0.0008449523,0.18861286,0.06832871,0.04466507,0.009642285,0.65745026],"study_design_scores_gemma":[0.000024662311,0.00016146945,0.060179446,0.00023581163,0.0004762536,0.0007338218,0.0002489651,0.8075565,0.015763918,0.10074055,0.013690959,0.00018753484],"about_ca_topic_score_codex":0.005497494,"about_ca_topic_score_gemma":0.005155662,"teacher_disagreement_score":0.005497494,"about_ca_system_score_codex":0.0006663101,"about_ca_system_score_gemma":0.0008045592,"threshold_uncertainty_score":0.010930955},"labels":[],"label_agreement":null},{"id":"W7029612806","doi":"","title":"Iterative receivers for digital communications via variational inference and estimation","year":2008,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Proteogenomics","score_opus":0.011401921496395878,"score_gpt":0.21490302400114192,"score_spread":0.20350110250474604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029612806","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018823553,0.00023904581,0.9964059,0.00021017302,0.000030864503,0.000026747452,0.00004429141,0.00009308263,0.0010674337],"genre_scores_gemma":[0.21701266,0.001421863,0.75809026,0.00029800003,0.0003611658,0.000623866,0.0006163958,0.00045205437,0.0211237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977041,0.0012241956,0.0001022114,0.0002980867,0.00049998076,0.00017142331],"domain_scores_gemma":[0.9849914,0.01300129,0.00046301543,0.00053188583,0.00083268055,0.0001798457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004862715,0.0017611033,0.003054321,0.0015834295,0.00091688306,0.0027624813,0.0033621055,0.0038372306,0.0044121593],"category_scores_gemma":[0.026056524,0.0024509495,0.0026477114,0.002065938,0.0038550997,0.0036711588,0.0042822245,0.005711196,0.0011854611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012627702,0.000070518,0.00037713867,0.00020914426,0.00016251212,0.0000773684,0.00024352582,0.7556811,0.00090718217,0.20614554,0.0016735962,0.03432603],"study_design_scores_gemma":[0.000020231248,0.0000122320935,0.00004501625,0.000015715143,0.000011808663,0.000011999256,0.000009871495,0.9542019,0.00036027684,0.044680946,0.00061780756,0.000012168972],"about_ca_topic_score_codex":0.011548815,"about_ca_topic_score_gemma":0.009767854,"teacher_disagreement_score":0.011548815,"about_ca_system_score_codex":0.002853804,"about_ca_system_score_gemma":0.0035953822,"threshold_uncertainty_score":0.025716782},"labels":[],"label_agreement":null},{"id":"W7030236593","doi":"","title":"Multi-operator spectrum sharing for small cell network:a matching game perspective","year":2017,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Infotech Oulu; Natural Sciences and Engineering Research Council of Canada; Tekes","keywords":"Resource allocation; Matching (statistics); Markov chain; Game theory; Perspective (graphical); Resource (disambiguation); Computation; Scheme (mathematics); Resource management (computing)","score_opus":0.0191578622137344,"score_gpt":0.20645869260042674,"score_spread":0.18730083038669235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030236593","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066713184,0.0002790324,0.9182885,0.0009024494,0.000054077012,0.00015361184,0.00006890714,0.000049962287,0.013490193],"genre_scores_gemma":[0.95985526,0.00031985162,0.03472859,0.00014310503,0.000039305312,0.00013934678,0.000023367314,0.000020912075,0.004730127],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888843,0.00060459314,0.000025367177,0.00012859107,0.00018408056,0.00016894551],"domain_scores_gemma":[0.9988997,0.000717997,0.00010806479,0.00004909191,0.000092796,0.00013236121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001714449,0.0005829095,0.00090558844,0.00050366623,0.000695412,0.0016591952,0.0013285803,0.001437491,0.0032539924],"category_scores_gemma":[0.0033729014,0.0003176196,0.0007010057,0.0006189166,0.0017398669,0.002312809,0.001362716,0.0011327086,0.0002452446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000127585,0.00009225103,0.00057934,0.000073050105,0.000045507277,0.0002580575,0.00015555232,0.5410637,0.0024877787,0.44441178,0.0011144255,0.009590921],"study_design_scores_gemma":[0.000013005471,0.00004155833,0.000087150256,0.000005403874,0.000007376703,0.000036233025,0.00004729758,0.93113124,0.00018868923,0.0679718,0.00046178306,0.000008511953],"about_ca_topic_score_codex":0.0030688143,"about_ca_topic_score_gemma":0.0023756395,"teacher_disagreement_score":0.0032539924,"about_ca_system_score_codex":0.001734373,"about_ca_system_score_gemma":0.001519527,"threshold_uncertainty_score":0.012583852},"labels":[],"label_agreement":null},{"id":"W7037156893","doi":"","title":"Distinct subcellular localization for constitutive and agonist-modulated palmitoylation of the human delta opioid receptor","year":2006,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Biocenter, University of Oulu; Heart and Stroke Foundation of Canada","keywords":"Subcellular localization; Palmitoylation; Receptor; Opioid; Opioid receptor; Antagonist; Cricetulus","score_opus":0.010168174879663717,"score_gpt":0.1524279908143384,"score_spread":0.14225981593467468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037156893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99578804,0.0015591464,0.00090370467,0.00015311726,0.000017904133,0.0000040482964,0.00056237314,0.000013628099,0.0009980344],"genre_scores_gemma":[0.99398994,0.0012035412,0.00093480095,0.000074231226,0.000007297838,0.0000119697015,0.0012224127,0.000010824198,0.0025449875],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993885,0.000007757047,0.0000074468567,0.000016216673,0.000010106102,0.00001971367],"domain_scores_gemma":[0.99993396,0.00001941083,0.000013944185,0.000011219095,0.000011642363,0.000009833086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090820664,0.0000940628,0.0001267739,0.00013382328,0.0002777811,0.00024305412,0.00011908421,0.00019490492,0.0028569116],"category_scores_gemma":[0.00016975502,0.0001029045,0.00022654732,0.00014879733,0.000109258566,0.00016916056,0.00020020541,0.00024083107,0.00076894736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068121875,0.000012370932,0.0010879113,0.00006432057,0.000008767787,0.00022834394,0.000076766395,0.000058271722,0.99494064,0.00045588784,0.00014834809,0.0022371637],"study_design_scores_gemma":[0.0000718126,0.0002499031,0.10167924,0.000049216625,0.000062072286,0.00394229,0.0004302585,0.0016756247,0.88240945,0.0003185965,0.00908894,0.000022539374],"about_ca_topic_score_codex":0.0016500722,"about_ca_topic_score_gemma":0.0030913006,"teacher_disagreement_score":0.0028569116,"about_ca_system_score_codex":0.000331815,"about_ca_system_score_gemma":0.00017494556,"threshold_uncertainty_score":0.009557307},"labels":[],"label_agreement":null},{"id":"W7038167993","doi":"","title":"Frequent attenders in primary health care:a cross-sectional study of frequent attenders’ psychosocial and family factors, chronic diseases and reasons for encounter in a Finnish health centre","year":2001,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","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":"Emil Aaltosen Säätiö","keywords":"Psychosocial; Somatization; Attendance; Checklist; Population; Alexithymia; Mental health; Primary care; Depression (economics)","score_opus":0.023745586635191628,"score_gpt":0.22447489137752238,"score_spread":0.20072930474233075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038167993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99966455,0.00009938951,0.000019093544,0.000008461751,0.0000027658557,0.000013585461,0.000079239624,6.3077505e-7,0.00011240686],"genre_scores_gemma":[0.9995395,0.000095486015,0.000054154654,0.000038239865,0.000009457226,0.000024243078,0.0001267896,6.5308717e-7,0.00011157346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993844,0.00015493682,0.00007710389,0.00012020308,0.00014218315,0.00012120085],"domain_scores_gemma":[0.9988444,0.00026438697,0.00044271673,0.00006049936,0.00009089698,0.0002971123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084206404,0.00023526992,0.0004476605,0.0008948317,0.00097459473,0.0007320012,0.000315258,0.00064405904,0.001582678],"category_scores_gemma":[0.001462621,0.0005241982,0.0004593232,0.0008715463,0.00030522174,0.00053782517,0.00044582845,0.00049106847,0.00022017874],"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":[0.00007531601,0.00016842604,0.9977811,0.000021724198,0.00005023204,0.00019597741,0.0007828939,0.000009491116,0.00024874194,0.0000056336485,0.00005905469,0.0006014873],"study_design_scores_gemma":[0.0000058381797,0.0002850943,0.9985293,0.000005805018,0.000017572755,0.00020000781,0.00083917397,0.000021491775,0.000015963518,0.0000031602267,0.00007369815,0.0000028862883],"about_ca_topic_score_codex":0.013436685,"about_ca_topic_score_gemma":0.01685376,"teacher_disagreement_score":0.013436685,"about_ca_system_score_codex":0.00042762473,"about_ca_system_score_gemma":0.00034007366,"threshold_uncertainty_score":0.026716948},"labels":[],"label_agreement":null},{"id":"W7042351213","doi":"","title":"Pandemic programming:how COVID-19 affects software developers and how their organizations can help","year":2020,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Oulun Yliopisto; Dalhousie University","keywords":"Pandemic; Software; Government (linguistics); Coronavirus disease 2019 (COVID-19); Work (physics)","score_opus":0.01917069986195948,"score_gpt":0.19162033556845112,"score_spread":0.17244963570649163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042351213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79123086,0.0006239081,0.006303965,0.056528743,0.0003058277,0.000104237166,0.0002543805,0.000936238,0.14371188],"genre_scores_gemma":[0.9776472,0.0002004957,0.0028487777,0.0026979456,0.00002432646,0.00004493037,0.0001662932,0.00032480166,0.016045172],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98929846,0.006341797,0.00024184115,0.00068521884,0.001896524,0.0015360935],"domain_scores_gemma":[0.9494957,0.024473395,0.004839657,0.0030935719,0.0080421185,0.010055554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00905502,0.00027978144,0.0002465171,0.0014509425,0.0065352824,0.0077443165,0.0016646967,0.0030718294,0.013655218],"category_scores_gemma":[0.04967602,0.00050385616,0.00023138552,0.0014215892,0.0037110327,0.0077053383,0.0063669756,0.003428097,0.00177018],"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":[0.0004917216,0.0013810875,0.33518293,0.00027221718,0.00005400219,0.002577034,0.26961756,0.0014345542,0.0041262223,0.09291186,0.10269046,0.18926032],"study_design_scores_gemma":[0.00014959891,0.0006323501,0.1361489,0.0008871015,0.00009460801,0.001704282,0.48863515,0.009047791,0.004178417,0.05350333,0.3047419,0.00027654524],"about_ca_topic_score_codex":0.031616922,"about_ca_topic_score_gemma":0.05208473,"teacher_disagreement_score":0.031616922,"about_ca_system_score_codex":0.0061220354,"about_ca_system_score_gemma":0.009668705,"threshold_uncertainty_score":0.06286579},"labels":[],"label_agreement":null},{"id":"W7042708153","doi":"","title":"Radiologian palveluiden järjestämistavat:monimenetelmätutkimus npm-mallin ilmenemisestä yliopistollisten sairaaloiden kliinisen radiologian toiminnassa ja palveluiden tuottamisessa","year":2021,"lang":"fi","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Radiology practices and education","field":"Medicine","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":"Work (physics); Government (linguistics); Settlement (finance); Subrogation; Quarter (Canadian coin)","score_opus":0.016321612944267497,"score_gpt":0.2315864571372617,"score_spread":0.2152648441929942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042708153","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10702376,0.024284517,0.002742134,0.1217896,0.006031757,0.0003321905,0.0020663687,0.0005402966,0.7351894],"genre_scores_gemma":[0.09578312,0.0072170584,0.0024728354,0.0028150703,0.0007132415,0.000116436546,0.00053289416,0.00022788758,0.89012146],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99946934,0.00007705289,0.00002666663,0.000093680894,0.0002265488,0.000106767184],"domain_scores_gemma":[0.9980679,0.00025033674,0.00013472006,0.000038724855,0.0006422037,0.0008661011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010540376,0.00029708707,0.00028477385,0.0007624454,0.0028429895,0.003997116,0.0003045372,0.0008669271,0.08302304],"category_scores_gemma":[0.002743854,0.00018204797,0.00013216151,0.00055049325,0.00082692906,0.0016828857,0.0018649129,0.001698255,0.027176866],"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":[0.00023858917,0.00044112827,0.010587943,0.0008805796,0.00001520465,0.0008488123,0.033683546,0.00024196353,0.007785049,0.032130897,0.61417973,0.2989666],"study_design_scores_gemma":[0.000006707497,0.000036445796,0.00810672,0.00042130813,0.0000056319914,0.0002975225,0.008718006,0.00005481534,0.0019060206,0.0009565998,0.9794789,0.000011303955],"about_ca_topic_score_codex":0.005312737,"about_ca_topic_score_gemma":0.017650556,"teacher_disagreement_score":0.08302304,"about_ca_system_score_codex":0.0036384629,"about_ca_system_score_gemma":0.009161239,"threshold_uncertainty_score":0.27773976},"labels":[],"label_agreement":null},{"id":"W7043448476","doi":"","title":"Short-term effects of experimental goose grazing and warming differ in three low-Arctic coastal wetland plant communities","year":2022,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","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":"Forb; Grazing; Plant community; Abundance (ecology); Goose; Wetland; Tundra; Herbivore","score_opus":0.017416679090531233,"score_gpt":0.18087614155469534,"score_spread":0.1634594624641641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043448476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99981207,0.000013556893,0.00004367671,0.000004241477,0.0000013374853,0.000004836829,0.00003818768,0.000002448459,0.000079722064],"genre_scores_gemma":[0.99884593,0.000029815203,0.00036841378,0.000044244745,0.000003378207,0.00006311361,0.00031478956,0.0000054927973,0.00032485762],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998448,0.00003825994,0.0000129161845,0.000049066148,0.000019962365,0.000035101828],"domain_scores_gemma":[0.99955064,0.00008258022,0.00009880042,0.000050894054,0.00005654714,0.00016053938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020888807,0.00022289339,0.00029346038,0.00014087006,0.00034926157,0.00031183503,0.00025093474,0.0002589587,0.00095990556],"category_scores_gemma":[0.00027756242,0.00013294759,0.0003221001,0.00012121249,0.00045089007,0.00021368045,0.0002965969,0.0004347349,0.000090265414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077225594,0.0013362417,0.09437426,0.00010505334,0.00017507213,0.0000878343,0.0005038758,0.0006485485,0.89084536,0.000051899988,0.00011090046,0.00403834],"study_design_scores_gemma":[0.000078878074,0.003193341,0.9529198,0.000008265575,0.00010852389,0.000043286338,0.00045532626,0.0015603873,0.041005764,0.00006749592,0.0005424503,0.000016579865],"about_ca_topic_score_codex":0.006955807,"about_ca_topic_score_gemma":0.016009884,"teacher_disagreement_score":0.006955807,"about_ca_system_score_codex":0.0005456895,"about_ca_system_score_gemma":0.00035572913,"threshold_uncertainty_score":0.013830602},"labels":[],"label_agreement":null},{"id":"W7049135879","doi":"","title":"The “not yet being” of education:how hope inspires teaching practice of elementary teachers in Edmonton, Alberta, Canada","year":2020,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Theme (computing); Optimal distinctiveness theory; Burnout; Thematic analysis; Action (physics); Power (physics); Anticipation (artificial intelligence); Qualitative research","score_opus":0.00389639637974384,"score_gpt":0.20512638991044793,"score_spread":0.2012299935307041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049135879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701067,0.0018668263,0.0003810981,0.010015557,0.00012705293,0.00009173298,0.00007534712,0.000024655763,0.017310942],"genre_scores_gemma":[0.98378766,0.001489407,0.0005331419,0.0009869506,0.000009071181,0.000026708,0.000034194276,0.000019694166,0.013113214],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99631494,0.0009902801,0.000077252975,0.0002553123,0.0009722198,0.0013900545],"domain_scores_gemma":[0.99180377,0.0021289766,0.00044032343,0.00010921092,0.0015483001,0.0039694905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036923196,0.00031968387,0.0005061243,0.0012719969,0.034555383,0.0068715313,0.0030856172,0.0015733046,0.00277549],"category_scores_gemma":[0.005812554,0.0006730183,0.0002561075,0.002035365,0.011982797,0.0013147872,0.004131878,0.0040902602,0.00016434616],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051250103,0.000063328655,0.017274516,0.00013939582,0.0000066542875,0.0021212636,0.9574855,0.000086197055,0.0005803162,0.003329001,0.0043142596,0.014548212],"study_design_scores_gemma":[0.0000032198127,0.000023053917,0.020014841,0.00015784345,0.00000513087,0.00013448801,0.9608321,0.000063382104,0.00011866501,0.0001740753,0.018452492,0.000020611371],"about_ca_topic_score_codex":0.98754066,"about_ca_topic_score_gemma":0.99734515,"teacher_disagreement_score":0.12591386,"about_ca_system_score_codex":0.12591386,"about_ca_system_score_gemma":0.18919058,"threshold_uncertainty_score":0.91357327},"labels":[],"label_agreement":null},{"id":"W7052433184","doi":"","title":"The role of empathy in food literacy initiatives in schools","year":2019,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Plasma Diagnostics and Applications","field":"Engineering","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":"Empathy; Literacy; Prosocial behavior; Scope (computer science); Critical literacy; Consumption (sociology)","score_opus":0.0033689782452634817,"score_gpt":0.17188442228535694,"score_spread":0.16851544404009347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052433184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96211857,0.0010582359,0.002054648,0.0059254216,0.000042130883,0.000057822446,0.0000075814796,0.000021708724,0.028713936],"genre_scores_gemma":[0.99880874,0.00021105855,0.00031754363,0.00019353344,0.0000047656986,0.000016473372,0.0000014380415,0.0000019241174,0.0004444781],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9831087,0.013415886,0.00031799206,0.0005619693,0.00075374526,0.0018417235],"domain_scores_gemma":[0.98637694,0.00862908,0.0026101684,0.0004371612,0.00057481293,0.0013719408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007979365,0.00028879967,0.0004098196,0.001656004,0.009014302,0.0068525537,0.00066576764,0.002237785,0.0033326705],"category_scores_gemma":[0.011880676,0.00042094264,0.00058789284,0.00080592383,0.014501535,0.004889791,0.009063355,0.0028253144,0.00021329736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006750542,0.0002611281,0.038416937,0.00034821877,0.000027728009,0.0018111765,0.894561,0.0001661125,0.0012977206,0.033320453,0.0007940898,0.02892795],"study_design_scores_gemma":[0.00003123677,0.00029233354,0.06411307,0.0010986805,0.00006482966,0.0014189916,0.8797593,0.00058929797,0.001326172,0.018604726,0.032626886,0.000074494914],"about_ca_topic_score_codex":0.0022478823,"about_ca_topic_score_gemma":0.0030049372,"teacher_disagreement_score":0.009014302,"about_ca_system_score_codex":0.0037484644,"about_ca_system_score_gemma":0.0039884592,"threshold_uncertainty_score":0.042199433},"labels":[],"label_agreement":null},{"id":"W7053214270","doi":"","title":"”Vuosien kokemuksella koen kyllä selviytyväni”:opettajien minäpystyvyyskäsityksiä työstään","year":2017,"lang":"fi","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Plasma Diagnostics and Applications","field":"Engineering","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":"Government (linguistics); Settlement (finance); Quarter (Canadian coin); Identity (music)","score_opus":0.007039665109088186,"score_gpt":0.17486279509517832,"score_spread":0.16782312998609014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053214270","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13481979,0.038316686,0.009122583,0.070366286,0.0035638558,0.00012407516,0.0003917793,0.00020757366,0.7430874],"genre_scores_gemma":[0.39820284,0.02253714,0.0055396184,0.0068486496,0.0005747218,0.000113121314,0.0003017138,0.00017054683,0.5657116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989706,0.0002582227,0.000042135125,0.0002105732,0.00032583124,0.00019264495],"domain_scores_gemma":[0.99926037,0.00022917485,0.00007430568,0.000047398924,0.0002542649,0.00013439951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017186408,0.00026872434,0.0002491679,0.0005636874,0.0027993931,0.0073376046,0.00043799655,0.0011275175,0.017500093],"category_scores_gemma":[0.0023721175,0.00017231358,0.0002466384,0.00071648735,0.0024066966,0.0030545609,0.0022678906,0.0019892694,0.0033962252],"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":[0.00034910097,0.00021300382,0.006067715,0.0010024328,0.000052240364,0.001469334,0.13115,0.00037469718,0.014657495,0.38201696,0.14331958,0.31932738],"study_design_scores_gemma":[0.00000635334,0.00004236301,0.004776894,0.00042674303,0.0000147051915,0.000409203,0.023815122,0.0001020951,0.004665968,0.012288652,0.953428,0.000023939961],"about_ca_topic_score_codex":0.0066502104,"about_ca_topic_score_gemma":0.01652441,"teacher_disagreement_score":0.017500093,"about_ca_system_score_codex":0.0032319205,"about_ca_system_score_gemma":0.004590086,"threshold_uncertainty_score":0.058543682},"labels":[],"label_agreement":null},{"id":"W7053244552","doi":"","title":"Why information systems and software engineering students enter and leave their study programme:a factor model and process theory","year":2012,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","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":"Grounded theory; Process (computing); Information system; Dropout (neural networks); Drop out; Qualitative research; Software; Engineering education","score_opus":0.007914498442268516,"score_gpt":0.1915638001317768,"score_spread":0.18364930168950827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053244552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85341156,0.0009330092,0.10734751,0.006594794,0.00016668972,0.0030072872,0.00033121512,0.00011513316,0.028092897],"genre_scores_gemma":[0.9777038,0.0007161786,0.016430683,0.00022184444,0.000045399673,0.0012070254,0.0001633736,0.000021426173,0.003490193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937535,0.0031492766,0.00031743688,0.0010186407,0.00095233915,0.0008087714],"domain_scores_gemma":[0.97986376,0.015817756,0.00167043,0.00061471696,0.0012412635,0.00079203205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01313911,0.0010548558,0.001097902,0.0037643586,0.0026551397,0.006913601,0.0017852911,0.0030432628,0.007666332],"category_scores_gemma":[0.02383194,0.0009578391,0.002892311,0.0033562004,0.005756853,0.0065963236,0.002888047,0.0025638433,0.00080288615],"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":[0.000590374,0.0031402423,0.41274366,0.0008525337,0.0005262516,0.0014616301,0.17878218,0.007832107,0.0011608585,0.27391243,0.003276806,0.11572086],"study_design_scores_gemma":[0.0006956606,0.0027240163,0.34325188,0.0025974356,0.0010137946,0.0016022982,0.16545682,0.14394532,0.0012532158,0.3166764,0.020475062,0.00030801937],"about_ca_topic_score_codex":0.013330045,"about_ca_topic_score_gemma":0.006479137,"teacher_disagreement_score":0.013330045,"about_ca_system_score_codex":0.0050051166,"about_ca_system_score_gemma":0.0073733185,"threshold_uncertainty_score":0.069487095},"labels":[],"label_agreement":null},{"id":"W7055069709","doi":"","title":"The Canadian image of Finland, 1919–1948:Canadian government perceptions and foreign policy","year":2018,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Foreign policy; Government (linguistics); Perception; Public policy; Image (mathematics)","score_opus":0.004013313570335886,"score_gpt":0.191241257529479,"score_spread":0.1872279439591431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055069709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8689465,0.0060304897,0.00007480434,0.024333278,0.00016596037,0.000023700366,0.0010307555,0.000009174082,0.09938535],"genre_scores_gemma":[0.98446494,0.0022832118,0.00004597876,0.0010337237,0.000022358116,0.000009422588,0.00024418568,0.000010011133,0.011886135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99740976,0.00012934092,0.00006806051,0.00014181837,0.0007730119,0.0014781639],"domain_scores_gemma":[0.9950925,0.0006732461,0.00053944555,0.00007316835,0.0021202636,0.0015013027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021378552,0.00026114003,0.000390087,0.0026534533,0.022546392,0.007981992,0.0013401353,0.002068155,0.007950113],"category_scores_gemma":[0.0065750075,0.00031766534,0.00044900205,0.008473013,0.0067325262,0.0019546184,0.0025836073,0.003078191,0.00040480224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061343866,0.00013622348,0.30162048,0.00048790878,0.00015815465,0.0017663909,0.49552846,0.0009361198,0.00091279444,0.092409566,0.055310454,0.050120056],"study_design_scores_gemma":[0.000030069217,0.0000464485,0.3935949,0.0005170748,0.00007536776,0.00022123441,0.42421108,0.0002620845,0.0003784032,0.0016691362,0.17884167,0.00015254295],"about_ca_topic_score_codex":0.9982079,"about_ca_topic_score_gemma":0.998863,"teacher_disagreement_score":0.15723345,"about_ca_system_score_codex":0.15723345,"about_ca_system_score_gemma":0.17632784,"threshold_uncertainty_score":0.97748977},"labels":[],"label_agreement":null},{"id":"W7056946972","doi":"","title":"Geology of the Pikku-Vaiskonselkä differentiated sill in the Kevitsa area, northern Finland","year":2014,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"First Quantum Minerals; Oulun Yliopisto","keywords":"Sill; Petrography; Olivine; Magma; Plagioclase; Outcrop; Layered intrusion; Intrusion; Chromite","score_opus":0.0058240106233360235,"score_gpt":0.17828702593847823,"score_spread":0.17246301531514222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056946972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979482,0.00036034628,0.000048344347,0.000012161855,0.0000015666287,0.000010226015,0.00019574272,0.0000069926027,0.0014164122],"genre_scores_gemma":[0.99879104,0.00015297254,0.00011104319,0.00000900828,0.0000022473757,0.000012075456,0.0003537271,0.0000026922949,0.0005653548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99980754,0.000014395928,0.000015663276,0.000065765664,0.000044126504,0.00005258815],"domain_scores_gemma":[0.9998864,0.000021055957,0.0000357166,0.0000049187543,0.000016397771,0.000035416382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025268446,0.0003501726,0.00035145518,0.0015493046,0.0011291831,0.0010704028,0.00045399967,0.00040723133,0.0012608616],"category_scores_gemma":[0.00031045717,0.0003499717,0.00027598944,0.0011122964,0.0008479749,0.00036880965,0.0009107661,0.00012011357,0.00033432097],"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":[0.0004067127,0.000097254844,0.9235335,0.0004082946,0.00018848237,0.0041548517,0.010870493,0.0010499827,0.03363082,0.00045340936,0.0003163064,0.024889957],"study_design_scores_gemma":[0.000011945905,0.000070171496,0.9934604,0.000026730817,0.000031340314,0.0005923335,0.0032847282,0.00027440913,0.0006766565,0.00003646815,0.0015225817,0.000012223971],"about_ca_topic_score_codex":0.05071254,"about_ca_topic_score_gemma":0.103281565,"teacher_disagreement_score":0.05071254,"about_ca_system_score_codex":0.0012732011,"about_ca_system_score_gemma":0.0012795836,"threshold_uncertainty_score":0.10083467},"labels":[],"label_agreement":null},{"id":"W7064446520","doi":"","title":"Application of ionic liquids and microwave activation in selected organic reactions","year":2008,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Oulun Yliopisto; Queen's University; Tekes; Queen's University Belfast","keywords":"Ionic liquid; Organic reaction; Microwave; Chemical reaction; Catalysis","score_opus":0.004328061616535333,"score_gpt":0.18647609203250826,"score_spread":0.1821480304159729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064446520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91028976,0.020962475,0.01263021,0.0005839885,0.00018582182,0.00017605157,0.00023621092,0.00022834798,0.054707225],"genre_scores_gemma":[0.97556233,0.010499885,0.004180716,0.000121541794,0.00008012161,0.00006983979,0.00013929495,0.00003383712,0.009312462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997677,0.000037959635,0.000013093725,0.000035385474,0.000049267594,0.00009660819],"domain_scores_gemma":[0.99991083,0.0000396339,0.000021580145,0.0000086573555,0.000010890107,0.000008436742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004255392,0.0003833437,0.00029351216,0.00061223184,0.00045305464,0.0004882072,0.00044630663,0.0003543017,0.0043760124],"category_scores_gemma":[0.00032216733,0.00020730354,0.00039866983,0.00058167265,0.00040762246,0.0006300672,0.0006332147,0.00053151394,0.0006938699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000982194,0.0001287394,0.0005060827,0.00070044317,0.000052327883,0.0002888152,0.0002353696,0.00090555346,0.9492506,0.0029185913,0.00063150754,0.04339982],"study_design_scores_gemma":[0.00003750262,0.000362798,0.00071314996,0.00002103303,0.000031759137,0.00012552757,0.00005669108,0.0005089907,0.98742396,0.0001358915,0.010568163,0.000014500415],"about_ca_topic_score_codex":0.0009474471,"about_ca_topic_score_gemma":0.0017188323,"teacher_disagreement_score":0.0043760124,"about_ca_system_score_codex":0.0006506534,"about_ca_system_score_gemma":0.00037442634,"threshold_uncertainty_score":0.014639258},"labels":[],"label_agreement":null},{"id":"W7065504045","doi":"","title":"Eri kielitaustaisten lasten suomen kielen kehityksen tukeminen päiväkodissa","year":2015,"lang":"fi","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","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":"Work (physics); Population; Context (archaeology); Quarter (Canadian coin)","score_opus":0.011222726299178509,"score_gpt":0.19578049077079387,"score_spread":0.18455776447161537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065504045","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08384705,0.0215987,0.0018428223,0.02430515,0.002035643,0.00010797879,0.0027336266,0.00032520966,0.8632038],"genre_scores_gemma":[0.12971818,0.010874205,0.0015439305,0.0010453778,0.00029872116,0.00007214045,0.0010800494,0.00018260945,0.85518485],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99939024,0.00007174732,0.00002160873,0.00013571071,0.00022056232,0.00016025438],"domain_scores_gemma":[0.99914825,0.00012192161,0.000084317275,0.00007079448,0.00028850106,0.00028622343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074663677,0.0003797299,0.00041140153,0.0008987409,0.003842177,0.0062487964,0.0004524685,0.00094828877,0.06899185],"category_scores_gemma":[0.0015800355,0.00023198151,0.0003402006,0.001038674,0.0012437559,0.0024099653,0.002531989,0.0017916238,0.02635013],"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":[0.00044314578,0.0003659279,0.020177906,0.0013745355,0.00005629192,0.0012117042,0.049621623,0.00025924254,0.017454525,0.094249345,0.3418781,0.4729076],"study_design_scores_gemma":[0.0000046063324,0.000039940383,0.016474664,0.00031382128,0.000009582455,0.00021905142,0.007854853,0.00002647184,0.002050092,0.0023959593,0.97059274,0.000018198549],"about_ca_topic_score_codex":0.012395944,"about_ca_topic_score_gemma":0.04195988,"teacher_disagreement_score":0.06899185,"about_ca_system_score_codex":0.0034944888,"about_ca_system_score_gemma":0.006298942,"threshold_uncertainty_score":0.23080069},"labels":[],"label_agreement":null},{"id":"W7065746537","doi":"","title":"Elevated adiabatic T₁ρ and T₁ρ in articular cartilage are associated with cartilage and bone lesions in early osteoarthritis:a preliminary study","year":2017,"lang":"en","type":"article","venue":"University of Oulu Repository (University of Oulu)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Cartilage; Osteoarthritis; Magnetic resonance imaging; Chondrocyte; Asymptomatic; Articular cartilage; T2 relaxation; Chondropathy; Adiabatic process","score_opus":0.008488878846742659,"score_gpt":0.1909007030117519,"score_spread":0.18241182416500926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065746537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99949753,0.0002869919,0.00008815765,0.0000063285584,0.0000021243286,0.000008742628,0.000020795893,0.0000014277772,0.00008792918],"genre_scores_gemma":[0.9995425,0.00009902393,0.0001505305,0.000010090254,0.000015518988,0.0000070325136,0.00006965962,8.566954e-7,0.00010485748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981695,0.000050092225,0.000023880679,0.000036812995,0.000040455543,0.000031867105],"domain_scores_gemma":[0.9990453,0.00018010083,0.000340663,0.000056799152,0.0001247484,0.00025251159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005780945,0.0004959057,0.00034913226,0.00069501187,0.00024815105,0.00033225789,0.00022588341,0.00039970755,0.001797811],"category_scores_gemma":[0.0011639688,0.00023543464,0.00024202692,0.00034985444,0.00036286513,0.0002761379,0.00035219576,0.00031857,0.00026934867],"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":[0.0045002326,0.0005888006,0.9554887,0.00015828533,0.00012876155,0.0016557002,0.0003609181,0.000046667974,0.029427238,0.00002859413,0.0000657533,0.007550342],"study_design_scores_gemma":[0.00004615755,0.0023926576,0.99320626,0.0000067405263,0.000055043725,0.0029884672,0.00019114792,0.00009316597,0.00085172977,0.00002161882,0.00014079653,0.000006305262],"about_ca_topic_score_codex":0.00044978253,"about_ca_topic_score_gemma":0.0005661659,"teacher_disagreement_score":0.001797811,"about_ca_system_score_codex":0.00007578954,"about_ca_system_score_gemma":0.00013811665,"threshold_uncertainty_score":0.006014347},"labels":[],"label_agreement":null},{"id":"W7070982499","doi":"","title":"The puzzling nature of dwarf-sized gas poor disk galaxies","year":2013,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Istituto Nazionale di Astrofisica; York University; Carnegie Mellon University; Office of Science; Johns Hopkins University; College of Engineering, Michigan State University; Harvard University; Ohio State University; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; National Science Foundation; University of Washington; Alfred P. Sloan Foundation; Brookhaven National Laboratory; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; Jet Propulsion Laboratory; Princeton University","keywords":"Galaxy; Luminosity; Noise (video); Perspective (graphical); Redshift","score_opus":0.003248058808712506,"score_gpt":0.1694325559236421,"score_spread":0.16618449711492958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070982499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86484206,0.038332004,0.0026998413,0.0069866595,0.00045570295,0.00001666981,0.00082683197,0.00028054352,0.085559726],"genre_scores_gemma":[0.9872579,0.0057466994,0.00053158007,0.00075121433,0.0003585737,0.000005370384,0.0004161442,0.00003059674,0.0049018157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99980754,0.000017680868,0.0000059355743,0.0000862488,0.00004911268,0.000033505516],"domain_scores_gemma":[0.99932957,0.00021859189,0.00017418196,0.000091159694,0.00008214522,0.00010438221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004411831,0.00015839725,0.00029089514,0.00060686906,0.0007948936,0.0022426876,0.00064338074,0.00047745183,0.0027166798],"category_scores_gemma":[0.0015124946,0.00013806543,0.000120407705,0.00074872794,0.001225728,0.0011484891,0.0006554814,0.00037235647,0.0012323299],"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":[0.0003741593,0.00008936483,0.56730187,0.0007467542,0.000087019995,0.0008490392,0.00603039,0.0008445532,0.019674046,0.1212546,0.04008765,0.2426605],"study_design_scores_gemma":[0.000022595268,0.00006770695,0.78199893,0.0003514229,0.00003050869,0.0018831259,0.0020849602,0.00083182345,0.0023815297,0.056795485,0.15352128,0.000030518873],"about_ca_topic_score_codex":0.002476889,"about_ca_topic_score_gemma":0.0030815029,"teacher_disagreement_score":0.0027166798,"about_ca_system_score_codex":0.0006885487,"about_ca_system_score_gemma":0.00028187118,"threshold_uncertainty_score":0.009088218},"labels":[],"label_agreement":null},{"id":"W7071251005","doi":"","title":"Shocks that shook the world:how emerging & developed economies react in moments of crisis:a cross examination of the BRICS & G7 nations","year":2020,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Academic and Historical Perspectives in Psychology","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":"Emerging markets; Natural disaster; Index (typography); Financial market; Event study; Terrorism; Statistical analysis; Financial crisis","score_opus":0.036373622507662885,"score_gpt":0.29446700403779985,"score_spread":0.25809338153013694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071251005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942431,0.00048959104,0.00009874582,0.00037392555,0.000010993281,0.000007899066,0.00019822555,0.0000025529848,0.004574885],"genre_scores_gemma":[0.9980108,0.00097426993,0.00006894366,0.00013099637,0.000012377431,0.000005406056,0.00020835806,0.000003407028,0.00058540714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99988055,0.00003380866,0.000008336513,0.000013530593,0.000022133327,0.00004152489],"domain_scores_gemma":[0.9994066,0.00012178344,0.0002762309,0.00003064339,0.00009180072,0.00007282961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040190245,0.00014884245,0.0001582674,0.0008975566,0.00040538496,0.0014806837,0.00013725265,0.00031073578,0.0011492338],"category_scores_gemma":[0.0013961378,0.000082970684,0.00023254444,0.0013593769,0.0006411762,0.0011809629,0.00093808566,0.0004802615,0.00015805206],"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":[0.00018666439,0.000100868485,0.94346374,0.00012949745,0.0001232813,0.0029008875,0.018584155,0.0017016787,0.0013815952,0.0036467281,0.0034865502,0.024294313],"study_design_scores_gemma":[0.0000017329182,0.00003822578,0.9688946,0.000053306092,0.000013488833,0.00017313905,0.025048492,0.00038812883,0.00013909128,0.0003430552,0.004896417,0.000010220743],"about_ca_topic_score_codex":0.011132884,"about_ca_topic_score_gemma":0.017344795,"teacher_disagreement_score":0.011132884,"about_ca_system_score_codex":0.00041482376,"about_ca_system_score_gemma":0.00029018905,"threshold_uncertainty_score":0.022136211},"labels":[],"label_agreement":null}]}