{"meta":{"query_hash":"1985e8df9b13","filters":{"venue":"Repositório do ISCTE-IUL"},"cohort_total":42,"direct_labels_cover":0,"predictions_cover":42,"exported":42,"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/1985e8df9b13","api":"https://metacan.xera.ac/api/v1/cohort?venue=Reposit%C3%B3rio+do+ISCTE-IUL"},"results":[{"id":"W1166855705","doi":"","title":"A relevância contabilistica: Fiscal da implantação das normas internacionais de relato financeiro em Moçambique","year":2011,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Business and Management Studies","field":"Decision Sciences","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":"Arctic Goose Joint Venture","keywords":"Political science; Medicine; Gynecology","score_opus":0.063071598768429,"score_gpt":0.35729935879894903,"score_spread":0.29422776003052004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1166855705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8671514,0.0092754895,0.0454543,0.0018464386,0.012471968,0.0038864915,0.0010278667,0.0006082721,0.058277797],"genre_scores_gemma":[0.9291085,0.0027379233,0.0007656201,0.0007644657,0.00026007398,0.00038780257,0.00058336527,0.00017932507,0.06521292],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98936117,0.00051684707,0.00317182,0.0027285032,0.0023130036,0.0019086307],"domain_scores_gemma":[0.9919222,0.0011423993,0.0023841357,0.0023847246,0.001310082,0.00085642934],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0027605994,0.0015261347,0.0023072513,0.0008682947,0.0013964642,0.0014239958,0.002361187,0.0012388637,0.0011034695],"category_scores_gemma":[0.0054270523,0.0013000584,0.0009620995,0.0014064297,0.00036439847,0.0009154399,0.0011899528,0.0015197346,0.0015679671],"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":[0.008971015,0.0041513103,0.20610479,0.003699719,0.0048457864,0.007864873,0.11916707,0.0002648244,0.0018117878,0.09962408,0.21534249,0.32815227],"study_design_scores_gemma":[0.008839168,0.0023518323,0.46706042,0.011642289,0.0056266217,0.0021695823,0.053837825,0.013961346,0.004660564,0.02568932,0.39287323,0.011287812],"about_ca_topic_score_codex":0.0036433395,"about_ca_topic_score_gemma":0.002517316,"teacher_disagreement_score":0.31686446,"about_ca_system_score_codex":0.0005985674,"about_ca_system_score_gemma":0.0009379088,"threshold_uncertainty_score":0.99990356},"labels":[],"label_agreement":null},{"id":"W2104970539","doi":"","title":"Youth, Precarity and the Future: Housing transitions in Portugal during the economic crisis","year":2011,"lang":"en","type":"report","venue":"Repositório do ISCTE-IUL","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Fundação para a Ciência e a Tecnologia; University of Galway; Ulster University; Queen's University Belfast; Universidade de Lisboa; Queen's University; European Commission; National University of Ireland","keywords":"Precarity; Portuguese; Perception; Political science; Economic growth; Economics; Psychology","score_opus":0.02759962524227602,"score_gpt":0.22034342101812665,"score_spread":0.19274379577585063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104970539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66124445,0.043840222,0.00015917722,0.0025093919,0.0053462945,0.0020202226,0.0010912499,0.00016257928,0.2836264],"genre_scores_gemma":[0.9743315,0.020629207,0.00010990027,0.00030232914,0.0017956769,0.00014927002,0.00006515228,0.00015025343,0.0024667392],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957886,0.000118847034,0.0018773963,0.0012092442,0.00015681119,0.00084911846],"domain_scores_gemma":[0.9968965,0.00006708898,0.0013863454,0.0013459852,0.000083121144,0.00022095912],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024017717,0.0006386106,0.0014851907,0.0004302645,0.0007154299,0.00043424033,0.0005843007,0.00069468346,0.00017273569],"category_scores_gemma":[0.00004702692,0.0005095708,0.0005910243,0.00028997054,0.00036343242,0.0003548788,0.00019049479,0.0012238988,0.00007031577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027773147,0.0016143132,0.21860006,0.0047066538,0.006357913,0.0023461545,0.35826653,0.001780227,0.00005701519,0.3358676,0.050856344,0.016769854],"study_design_scores_gemma":[0.007471836,0.0001553669,0.14223135,0.0009365067,0.0008793669,0.0022129312,0.004923839,0.0006250908,0.0001742367,0.0084738815,0.8277258,0.0041897963],"about_ca_topic_score_codex":0.013659375,"about_ca_topic_score_gemma":0.0042952183,"teacher_disagreement_score":0.7768695,"about_ca_system_score_codex":0.0010171839,"about_ca_system_score_gemma":0.00072594365,"threshold_uncertainty_score":0.9997356},"labels":[],"label_agreement":null},{"id":"W2516091350","doi":"","title":"The effect of Portuguese nation brand on cognitive brand image: Portuguese and Canadian comparison","year":2013,"lang":"en","type":"article","venue":"Repositório do ISCTE-IUL","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":3,"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":"Portuguese; Brand image; Advertising; Business; Linguistics","score_opus":0.013305293450083086,"score_gpt":0.2502296446287183,"score_spread":0.2369243511786352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516091350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98894054,0.0009495111,0.000016136048,0.0009176048,0.00040521694,0.0009630769,0.000007555458,0.00005668338,0.0077436995],"genre_scores_gemma":[0.9983112,0.000109679946,0.0000068269437,0.00023112746,0.00013984814,0.00009858869,0.00009341201,0.000024501536,0.0009847747],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99841005,0.000059652248,0.00049046386,0.00035459863,0.00034976454,0.0003354712],"domain_scores_gemma":[0.9985559,0.00024050138,0.00037386024,0.00030492817,0.0004206852,0.000104113446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006480256,0.00022464979,0.00027843507,0.00029778798,0.00045555615,0.0006427951,0.00016411782,0.00009805453,0.00020440211],"category_scores_gemma":[0.00059780595,0.00016749128,0.00009122999,0.00029314408,0.00017087295,0.000812332,0.000052903182,0.00018808008,0.00030695592],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028939417,0.00009816305,0.31925884,0.00025338677,0.00012070686,0.00001902288,0.00018934175,0.0000016198439,0.0073588104,0.00077470235,0.012000366,0.65963566],"study_design_scores_gemma":[0.0016212417,0.000037603917,0.98858666,0.00018877888,0.00026345943,0.00001357436,0.00021630016,0.000572208,0.0022826255,0.00013264164,0.005775924,0.00030899764],"about_ca_topic_score_codex":0.038234826,"about_ca_topic_score_gemma":0.012020924,"teacher_disagreement_score":0.6693278,"about_ca_system_score_codex":0.000049726685,"about_ca_system_score_gemma":0.00006775228,"threshold_uncertainty_score":0.9681696},"labels":[],"label_agreement":null},{"id":"W2580533177","doi":"","title":"Exaustão emocional e reconhecimento de emoções na face e voz em médicos de medicina geral e familiar","year":2015,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Emotional Labor in Professions","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":"Humanities; Psychology; Art","score_opus":0.04382117596441245,"score_gpt":0.38553517641744717,"score_spread":0.34171400045303474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580533177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8968069,0.0051691555,0.0004211454,0.005007484,0.009038923,0.002208044,0.0004444186,0.00047649286,0.08042747],"genre_scores_gemma":[0.722206,0.0018845665,0.0016745006,0.0020594595,0.0026034596,0.00033603204,0.0021641976,0.00030033966,0.2667714],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9868808,0.002429072,0.0020136326,0.0019193981,0.004054667,0.0027024478],"domain_scores_gemma":[0.9914056,0.0010322864,0.0016786203,0.001155074,0.0017985017,0.0029298954],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005651181,0.001300014,0.0014906679,0.000567822,0.0027798743,0.00056624773,0.0018635252,0.002524944,0.001702383],"category_scores_gemma":[0.004659863,0.0013257257,0.00072148227,0.0013558601,0.0005630861,0.00080522994,0.0003093642,0.002530514,0.00078638823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010076168,0.00203772,0.030465165,0.0010800604,0.001993322,0.0011724435,0.49111697,0.0004936437,0.012346928,0.03015257,0.40953064,0.018602906],"study_design_scores_gemma":[0.005600359,0.0014002834,0.074786715,0.010386587,0.0031451387,0.00068088714,0.7064825,0.0028933205,0.005096617,0.040865432,0.14153144,0.0071307025],"about_ca_topic_score_codex":0.0043589454,"about_ca_topic_score_gemma":0.0031176603,"teacher_disagreement_score":0.26799923,"about_ca_system_score_codex":0.004429268,"about_ca_system_score_gemma":0.013786426,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W3086994615","doi":"","title":"Strength-based approach in social work: professionals' experiences in working with refugee youth in Nakivale refugee settlement, Uganda","year":2017,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Migration, Health and Trauma","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":"Refugee; Settlement (finance); Social work; Work (physics); Gender studies; Political science; Criminology; Psychology; Sociology; Engineering; Computer science; Mechanical engineering; Law","score_opus":0.047464698808513374,"score_gpt":0.3632591054925923,"score_spread":0.31579440668407893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086994615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96509594,0.0012066605,0.000007566851,0.00017666076,0.001028427,0.0015319863,0.00003972854,0.00006631562,0.03084673],"genre_scores_gemma":[0.98768264,0.000013592651,0.00036910127,0.00014626405,0.0003615372,0.0015422333,0.0028551838,0.00010099155,0.0069284355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994459,0.00064624485,0.0014449751,0.0014046069,0.00079588516,0.0012493007],"domain_scores_gemma":[0.9973821,0.00013152524,0.0012536921,0.0008532308,0.00010728392,0.00027218554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012496742,0.0006659913,0.0009873072,0.0008927455,0.00061861216,0.00019270394,0.00063753215,0.0010110684,0.00031350608],"category_scores_gemma":[0.00013259145,0.0005948159,0.00014094876,0.000999702,0.000105290426,0.00019898782,0.000031664276,0.00149869,0.000022185348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005432877,0.0025666319,0.4935332,0.0008659714,0.000119670265,0.0003771899,0.48188168,0.00005231421,0.000021294629,0.0016440429,0.0016826332,0.011822516],"study_design_scores_gemma":[0.0085620135,0.00035823093,0.7356706,0.005638373,0.00013123923,0.000012953668,0.24209517,0.00004756742,0.0003062204,0.00012882592,0.0052093407,0.0018394315],"about_ca_topic_score_codex":0.0007915385,"about_ca_topic_score_gemma":0.02190977,"teacher_disagreement_score":0.24213743,"about_ca_system_score_codex":0.00044202578,"about_ca_system_score_gemma":0.0013509664,"threshold_uncertainty_score":0.9996503},"labels":[],"label_agreement":null},{"id":"W3109491675","doi":"","title":"Lessons from Corviale: from the critical factors of Public Housing Plans towards a methodology for urban regeneration","year":2019,"lang":"en","type":"article","venue":"Repositório do ISCTE-IUL","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":2,"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":"ISCTE – Instituto Universitário de Lisboa; Federation for the Humanities and Social Sciences; Università degli Studi Roma Tre","keywords":"Public housing; Urban regeneration; Urban planning; Stock (firearms); Right to the city; Public participation; Psychological intervention; Public space; Business; Political science; Public administration; Economic growth; Environmental planning; Civil engineering; Engineering; Geography; Architectural engineering; Economics","score_opus":0.18691981563359059,"score_gpt":0.3570883412325609,"score_spread":0.1701685255989703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109491675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618297,0.00014392596,0.033853855,0.0020979797,0.0005649402,0.00033276176,0.00025434012,0.000045255285,0.00087723846],"genre_scores_gemma":[0.98978657,0.000005829329,0.00922158,0.00019819559,0.00015885981,0.00001811057,0.0002929253,0.000021385367,0.000296544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981229,0.00038848922,0.0003530999,0.00044676347,0.00036408813,0.00032468681],"domain_scores_gemma":[0.997681,0.0015222285,0.00017452319,0.0004513638,0.000038120335,0.00013274219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009573574,0.00016230503,0.00027787645,0.000030180723,0.00020247666,0.000094808434,0.00026396022,0.00016831153,0.00046722603],"category_scores_gemma":[0.001658652,0.000118517186,0.000106643776,0.0001401967,0.00013749443,0.00021015559,0.00009926441,0.00014892459,0.000046631798],"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":[0.000073759074,0.0000999802,0.770998,0.000009857345,0.00008651461,0.0000024907904,0.0053331447,0.0005763118,0.20592822,0.0015071267,0.01154036,0.0038442307],"study_design_scores_gemma":[0.0012628331,0.00045709615,0.79733336,0.00011032521,0.0003863147,0.0000112187945,0.001549289,0.021119168,0.15682314,0.0062013734,0.014077347,0.000668531],"about_ca_topic_score_codex":0.0041824076,"about_ca_topic_score_gemma":0.0004788085,"teacher_disagreement_score":0.049105074,"about_ca_system_score_codex":0.0001486805,"about_ca_system_score_gemma":0.00008570361,"threshold_uncertainty_score":0.63225776},"labels":[],"label_agreement":null},{"id":"W595055567","doi":"","title":"AIR TOURS: um projecto de turismo aéreo com base no rio Tejo","year":2011,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","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":"Indigenous and Northern Affairs Canada","keywords":"Geology; Geography; Humanities; Art","score_opus":0.02874820721923581,"score_gpt":0.24423625761037046,"score_spread":0.21548805039113464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W595055567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47927612,0.01049537,0.0037826363,0.0020426752,0.007877821,0.0022613998,0.0020470007,0.0004659569,0.49175104],"genre_scores_gemma":[0.6465978,0.00087148533,0.0008794353,0.00067549525,0.001032977,0.00027780188,0.003186201,0.00025433092,0.34622446],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99267,0.00018985102,0.0030846968,0.002183958,0.00030980894,0.0015617036],"domain_scores_gemma":[0.9926023,0.00015504079,0.0037554624,0.0019072479,0.00055540155,0.0010245467],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014670714,0.001234258,0.0021646994,0.0013370807,0.0008659016,0.0005986357,0.0010156042,0.0020147513,0.0051950193],"category_scores_gemma":[0.0008124083,0.0014593741,0.0013957566,0.0013209851,0.00012212576,0.0006973333,0.00016450274,0.0018350775,0.004089069],"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":[0.0011129761,0.004662399,0.7819097,0.0019406088,0.007550199,0.0011670796,0.019846547,0.0011261334,0.00024623488,0.040890202,0.12666865,0.012879272],"study_design_scores_gemma":[0.006878258,0.0019477928,0.22816588,0.002740254,0.003780087,0.00039870583,0.0055259564,0.028065622,0.005550057,0.0046998514,0.7017233,0.010524276],"about_ca_topic_score_codex":0.0045685414,"about_ca_topic_score_gemma":0.00038396067,"teacher_disagreement_score":0.5750546,"about_ca_system_score_codex":0.00087022607,"about_ca_system_score_gemma":0.0009828169,"threshold_uncertainty_score":0.99928087},"labels":[],"label_agreement":null},{"id":"W6981243090","doi":"","title":"Do imobilizado corpóreo aos activos fixos tangíveis: um caso real do processo de transição","year":2009,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","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":"Arctic Goose Joint Venture","keywords":"Endogeneity; Work (physics); Interest rate","score_opus":0.013313488751349956,"score_gpt":0.2628564611180512,"score_spread":0.24954297236670125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981243090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530957,0.009578869,0.000012289539,0.0017658469,0.0038630057,0.0024820298,0.00031412172,0.00035251645,0.028535623],"genre_scores_gemma":[0.95130306,0.012948871,0.00014119466,0.00046748936,0.004349832,0.00027747758,0.00088504003,0.000045788136,0.029581243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99187976,0.00040299637,0.0016442536,0.0024448077,0.001287413,0.0023407494],"domain_scores_gemma":[0.9957759,0.0003183766,0.001309183,0.0005537892,0.00082908076,0.00121368],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00074123865,0.001629231,0.0018765533,0.00012533322,0.0020825495,0.00091788487,0.0012249708,0.0018455596,0.0007449104],"category_scores_gemma":[0.00027992783,0.0008079246,0.0012560496,0.001542286,0.0002852817,0.00041427006,0.00013414888,0.0015328723,0.00016876587],"study_design_candidate":"design_other","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":[0.004344265,0.0046610334,0.027693273,0.0031778612,0.0023880417,0.0022197254,0.02995426,0.0001554988,0.1127508,0.0004863691,0.062886246,0.7492826],"study_design_scores_gemma":[0.004994932,0.012978335,0.58329594,0.009007697,0.0041498253,0.0023665961,0.08631591,0.0008562791,0.018280307,0.0017039984,0.26398528,0.012064908],"about_ca_topic_score_codex":0.005288462,"about_ca_topic_score_gemma":0.0058448953,"teacher_disagreement_score":0.7372177,"about_ca_system_score_codex":0.00056523306,"about_ca_system_score_gemma":0.00060744304,"threshold_uncertainty_score":0.99964553},"labels":[],"label_agreement":null},{"id":"W6981319930","doi":"","title":"The effect of social support and future time perspective on psychological well-being among japanese adult immigrants in Canada across different ages","year":2024,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acculturation; Social support; Interdependence; Happiness; Perspective (graphical); Mainstream; Immigration; Time perspective","score_opus":0.0032191285036393983,"score_gpt":0.24030388162452734,"score_spread":0.23708475312088795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981319930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84038824,0.0011034515,2.2488744e-9,0.00043736058,0.0014482309,0.00032725613,0.00003459128,0.00002666356,0.15623422],"genre_scores_gemma":[0.952768,0.00016513567,1.4286525e-7,0.00005152808,0.0010227611,0.000073021256,0.00010760531,0.00003249338,0.045779284],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99805176,0.00012507492,0.00042623762,0.0005176934,0.00044900962,0.00043022077],"domain_scores_gemma":[0.9992288,0.00015090415,0.00020028985,0.00016626278,0.00015611814,0.00009762484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014379184,0.0004370236,0.00068486953,0.00004681362,0.00095643965,0.00018424213,0.00017822362,0.0001821571,0.00013159057],"category_scores_gemma":[0.00006563743,0.00023424691,0.00021536347,0.00006438248,0.00019020404,0.000049353654,0.000040219915,0.00064532825,0.000021936494],"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":[0.00097473594,0.00010474278,0.002262756,0.0004892673,0.00057497784,0.00031121084,0.94145703,3.2229164e-7,0.00011524336,0.012330154,0.038962226,0.002417347],"study_design_scores_gemma":[0.0018402053,0.002286482,0.1511909,0.0011025278,0.0007978598,0.000024834766,0.69366693,0.000011736214,0.00065006356,0.0005890913,0.14605561,0.0017837771],"about_ca_topic_score_codex":0.22701164,"about_ca_topic_score_gemma":0.92549235,"teacher_disagreement_score":0.6984807,"about_ca_system_score_codex":0.0005566771,"about_ca_system_score_gemma":0.00006486653,"threshold_uncertainty_score":0.95523113},"labels":[],"label_agreement":null},{"id":"W6981595176","doi":"","title":"Equity valuation: Netflix, Inc.","year":2023,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Plant Toxicity and Pharmacological Properties","field":"Biochemistry, Genetics and Molecular Biology","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":"York University","keywords":"Discounted cash flow; Valuation (finance); Equity (law); Weighted average cost of capital; Cash flow; Volatility (finance); Profit (economics); Devaluation; Stock (firearms)","score_opus":0.05519974318546024,"score_gpt":0.3478222499465436,"score_spread":0.29262250676108337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981595176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.924739,0.004452338,0.00005668899,0.0002510163,0.0024625403,0.0006837189,0.00014553721,0.00017903351,0.06703014],"genre_scores_gemma":[0.8479912,0.0024124691,0.000117655494,0.0010442245,0.0014713136,0.00016134909,0.014223566,0.00010907071,0.13246912],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976221,0.00015154337,0.00049078255,0.00073076354,0.00046240937,0.0005424269],"domain_scores_gemma":[0.99872184,0.00003798977,0.0002737768,0.00043926082,0.00021734842,0.00030975876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005839912,0.00039828877,0.00038154793,0.00008343088,0.00028212747,0.00013990655,0.0004583306,0.0008614022,0.00020149496],"category_scores_gemma":[0.00050401455,0.00035157718,0.00021420569,0.0001429666,0.000055454344,0.000007631392,0.00023617795,0.0004348522,0.00047912108],"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":[0.0006151597,0.00013299065,0.00015069653,0.00029439002,0.0003393285,0.00009462151,0.00028889312,0.00019950268,0.9064979,0.00010650068,0.083616294,0.007663758],"study_design_scores_gemma":[0.0009095704,0.000779952,0.0033612484,0.0002464349,0.0004101525,0.00009119889,0.00036443933,0.00028457778,0.74911755,0.0010386516,0.24198851,0.0014077093],"about_ca_topic_score_codex":0.000086396794,"about_ca_topic_score_gemma":0.00019427332,"teacher_disagreement_score":0.15837222,"about_ca_system_score_codex":0.00006139644,"about_ca_system_score_gemma":0.0005226545,"threshold_uncertainty_score":0.9998936},"labels":[],"label_agreement":null},{"id":"W6990957021","doi":"","title":"Equity research: Shopify Inc.","year":2022,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","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":"Discounted cash flow; Valuation (finance); Equity (law); Cash flow; Revenue; Stock (firearms); Fair value","score_opus":0.18500948354355473,"score_gpt":0.4549742274077308,"score_spread":0.26996474386417607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990957021","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3498297,0.0010038886,0.000008660744,0.00095251505,0.0028641622,0.0011556987,0.000011889063,0.00035174616,0.6438217],"genre_scores_gemma":[0.74543124,0.00018260321,0.000114467555,0.00089335046,0.0051028016,0.00085810974,0.0052964813,0.00031640872,0.24180451],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.991696,0.00017930246,0.0011893471,0.0011914894,0.004277968,0.0014659064],"domain_scores_gemma":[0.9954188,0.0002470992,0.0010046992,0.0011288868,0.0020730498,0.00012745598],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009616203,0.00047062285,0.00063783035,0.0014957815,0.0020317512,0.0017966087,0.0010907972,0.00049074215,0.005066079],"category_scores_gemma":[0.01162254,0.00048323543,0.00031005775,0.0021579575,0.00009471987,0.000681055,0.0011714695,0.0024424065,0.0013978524],"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":[0.0009792894,0.0010003317,0.013652265,0.0046453923,0.00037543874,0.0017260462,0.001567358,0.00018161346,0.0053060986,0.09189307,0.73803896,0.14063413],"study_design_scores_gemma":[0.00047240942,0.00006999153,0.013050907,0.00035748235,0.0001344697,0.000017176546,0.002022415,0.0006937821,0.00032871874,0.007933624,0.97406816,0.00085088366],"about_ca_topic_score_codex":0.0057787197,"about_ca_topic_score_gemma":0.0011490061,"teacher_disagreement_score":0.40201724,"about_ca_system_score_codex":0.00058305246,"about_ca_system_score_gemma":0.0018280654,"threshold_uncertainty_score":0.999859},"labels":[],"label_agreement":null},{"id":"W6991741443","doi":"","title":"The influence of innovation strategy on enterprise: a pedagogical case study of Lego","year":2020,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Management and Marketing Education","field":"Business, Management and Accounting","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":"Order (exchange); Face (sociological concept); The Internet; Fell; Ambidexterity; Control (management); Disruptive innovation; Sales force; Sales management","score_opus":0.03973510844259907,"score_gpt":0.32483496885848406,"score_spread":0.285099860415885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991741443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96203226,0.00006151299,0.0000056479216,0.00017294892,0.0005225221,0.0011101153,0.000001527849,0.00006289325,0.03603059],"genre_scores_gemma":[0.99525684,0.00001972464,0.0000125663755,0.00017508403,0.0003848736,0.00008555535,0.00020715264,0.000041783365,0.0038164034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9973427,0.000059154474,0.0011657765,0.00049217144,0.0006755416,0.00026465236],"domain_scores_gemma":[0.9964268,0.00014496317,0.0019512869,0.00053225266,0.00092276634,0.000021918739],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008758836,0.00033417513,0.00041399308,0.0004483502,0.00029133554,0.00036472196,0.0003960668,0.00015050263,0.000043117605],"category_scores_gemma":[0.0013601927,0.00026110563,0.00009225505,0.0013495072,0.000035421566,0.00039555307,0.00010941354,0.0003462209,0.000020055795],"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":[0.015197614,0.02015262,0.17240728,0.033898953,0.005176964,0.005719017,0.060181227,0.0076907068,0.02324874,0.33679304,0.12417875,0.19535507],"study_design_scores_gemma":[0.007465184,0.0028354013,0.32714227,0.0048525822,0.0046160244,0.00016247542,0.40923676,0.0027973808,0.001691014,0.0033255992,0.23167723,0.004198095],"about_ca_topic_score_codex":0.0013049138,"about_ca_topic_score_gemma":0.00053742673,"teacher_disagreement_score":0.34905553,"about_ca_system_score_codex":0.000044940556,"about_ca_system_score_gemma":0.00016539189,"threshold_uncertainty_score":0.99998415},"labels":[],"label_agreement":null},{"id":"W7005200979","doi":"","title":"Potência política do corpo abjeto: As redes sociais e a participação política de pessoas transgéneros no Brasil","year":2022,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"Svenska Forskningsrådet Formas; Royal College of Art; York University","keywords":"Context (archaeology); Politics; Identity (music); State (computer science); Ideology","score_opus":0.00908334522054715,"score_gpt":0.31257077204856226,"score_spread":0.3034874268280151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005200979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89208937,0.017885808,0.0015453249,0.0017888797,0.0008347059,0.0028519437,0.00033424055,0.00053872744,0.082131],"genre_scores_gemma":[0.9430335,0.004096343,0.0008744275,0.001286757,0.00059105345,0.00066986814,0.0048480597,0.00041365525,0.04418635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99060696,0.0009470103,0.0020469732,0.002734028,0.0014129947,0.0022520565],"domain_scores_gemma":[0.9935677,0.00019853584,0.0014282755,0.002588766,0.000965256,0.0012514436],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0013254994,0.0015895376,0.0017589048,0.00045222492,0.0012312676,0.00077346974,0.0015602338,0.00189079,0.0028516778],"category_scores_gemma":[0.0022332217,0.0018167867,0.0019460636,0.0008814776,0.0003510404,0.000044159715,0.00044660326,0.0015607367,0.00023249087],"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":[0.0010836716,0.0011568529,0.0032498208,0.00059038104,0.0024532625,0.0007232227,0.0035612322,0.000027271924,0.9626849,0.0004635583,0.020087816,0.0039179847],"study_design_scores_gemma":[0.0015148196,0.0019896643,0.0016284664,0.00048792554,0.0046928204,0.0005044079,0.003666298,0.00034166445,0.8966406,0.00066119677,0.084768236,0.003103883],"about_ca_topic_score_codex":0.0017696145,"about_ca_topic_score_gemma":0.0005762073,"teacher_disagreement_score":0.06604431,"about_ca_system_score_codex":0.0007022892,"about_ca_system_score_gemma":0.0030305025,"threshold_uncertainty_score":0.9996852},"labels":[],"label_agreement":null},{"id":"W7008689278","doi":"","title":"Climate change and the representations of women: A canadian and american newspaper analysis","year":2023,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Youth Development and Social Support","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":"Reflexivity; Climate change; Newspaper; Narrative; Skepticism; Thematic analysis; Cognitive reframing; Representation (politics); Climate risk; Perspective (graphical)","score_opus":0.020243953144937453,"score_gpt":0.31648900656480117,"score_spread":0.29624505341986374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008689278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473656,0.00030910352,2.8977013e-7,0.002302026,0.00028295693,0.00059043174,0.000041023995,0.000045710058,0.049062885],"genre_scores_gemma":[0.97738594,0.003976679,0.000042685908,0.00025372556,0.00017881305,0.00024443,0.0002791483,0.00002932427,0.017609257],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99777186,0.00026106313,0.0004095288,0.00038991764,0.00047965464,0.0006879585],"domain_scores_gemma":[0.99837756,0.00020130363,0.00040955457,0.0002321879,0.00017348265,0.0006058942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013677534,0.000190311,0.00060763094,0.00044122813,0.0010967538,0.00021846959,0.00019299334,0.00017879852,0.00009585887],"category_scores_gemma":[0.0005990527,0.00015956383,0.00015625854,0.0017745297,0.00050899154,0.00012535726,0.000037377114,0.00017972857,0.000008540412],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060507096,0.000011895678,0.32328928,0.000049345665,0.0007947033,0.00002611985,0.6596175,4.1597272e-7,0.0000041030125,0.006656535,0.00042146246,0.0090681715],"study_design_scores_gemma":[0.00027516167,0.00001850291,0.7803262,0.000050975632,0.0007984005,7.434949e-7,0.21118501,0.000010251312,0.0000031234354,0.00034989414,0.006680622,0.0003011004],"about_ca_topic_score_codex":0.69066757,"about_ca_topic_score_gemma":0.89487106,"teacher_disagreement_score":0.45703694,"about_ca_system_score_codex":0.0002959163,"about_ca_system_score_gemma":0.00093908014,"threshold_uncertainty_score":0.8435454},"labels":[],"label_agreement":null},{"id":"W7009627984","doi":"","title":"Equity valuation: Qualcomm Inc.","year":2024,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","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":"York University","keywords":"Equity capital; Capital (architecture); Bank credit","score_opus":0.03983167146197131,"score_gpt":0.31939719087483875,"score_spread":0.27956551941286745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009627984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54654354,0.030046117,0.00007531958,0.007459661,0.027486453,0.002682707,0.007238215,0.00092458556,0.37754342],"genre_scores_gemma":[0.7326452,0.0064954837,0.0001197137,0.0010029111,0.0037305765,0.00021267387,0.06653016,0.000032437936,0.18923081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99459076,0.0004471366,0.0012988487,0.00139011,0.0012194013,0.0010537659],"domain_scores_gemma":[0.9955538,0.0020778226,0.0006242727,0.00037769083,0.00053150736,0.0008349019],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011789901,0.0008509267,0.00083875045,0.00013916957,0.0010471807,0.0014583258,0.00085184164,0.0010445924,0.021831732],"category_scores_gemma":[0.0012609465,0.0004248788,0.000702793,0.0010429502,0.000023401939,0.00039935805,0.00034159122,0.0013917832,0.01973807],"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":[0.0010126685,0.0013185429,0.010307553,0.0017727853,0.0014988494,0.00087912224,0.010429454,0.00017115258,0.16753288,0.03826235,0.6141973,0.15261735],"study_design_scores_gemma":[0.00026758586,0.0017244904,0.005876068,0.005649055,0.0022824516,0.001156293,0.011116564,0.0068823546,0.007929679,0.013331326,0.94001764,0.0037664908],"about_ca_topic_score_codex":0.0057246503,"about_ca_topic_score_gemma":0.0014748712,"teacher_disagreement_score":0.32582036,"about_ca_system_score_codex":0.00031409416,"about_ca_system_score_gemma":0.00037802398,"threshold_uncertainty_score":0.9998203},"labels":[],"label_agreement":null},{"id":"W7014797778","doi":"","title":"A relevância da informação contabilística do sector público para a accountability: Um estudo das universidades públicas federais brasileiras","year":2010,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Education and Public Policy","field":"Social Sciences","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":"Organisation de Coopération et de Développement Économiques; Ministerio de Economía y Competitividad; Arctic Goose Joint Venture; Ministério da Educação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Quality (philosophy); Context (archaeology)","score_opus":0.04770959099660878,"score_gpt":0.3848980670058222,"score_spread":0.3371884760092134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014797778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83866346,0.00074425084,0.000051353116,0.00556764,0.0051449155,0.002710791,0.00031596643,0.0005711473,0.14623046],"genre_scores_gemma":[0.95256186,0.0006169342,0.00028427053,0.0022051376,0.0019669316,0.00027999634,0.0013290682,0.00020991794,0.0405459],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889426,0.0010193471,0.0023754938,0.0022230693,0.0027093643,0.0027301067],"domain_scores_gemma":[0.98833764,0.0017275395,0.0023435138,0.0023659559,0.0022395928,0.0029857557],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0029167861,0.0016539831,0.0019216161,0.0012770842,0.003953595,0.005475799,0.0024318919,0.003009244,0.006817587],"category_scores_gemma":[0.0072718663,0.0017206119,0.001040034,0.0034069272,0.0010884121,0.00247335,0.0003583409,0.0033090017,0.0012893499],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011208517,0.0032916332,0.1467553,0.0015552511,0.0018808108,0.00012636925,0.6811622,0.000008894048,0.007567542,0.074961595,0.048846886,0.032722693],"study_design_scores_gemma":[0.0018392247,0.00041630393,0.1307502,0.000630416,0.0007540048,0.00011384588,0.16557245,0.00009378666,0.0008410274,0.00043017347,0.69579136,0.002767196],"about_ca_topic_score_codex":0.040530283,"about_ca_topic_score_gemma":0.03419871,"teacher_disagreement_score":0.64694446,"about_ca_system_score_codex":0.0018751465,"about_ca_system_score_gemma":0.015738148,"threshold_uncertainty_score":0.99962074},"labels":[],"label_agreement":null},{"id":"W7019552482","doi":"","title":"Indicateurs de qualité dans les évaluations diagnostiques: Un GPS pour l’intervention visant à promouvoir les droits et la protection des enfants et des jeunes","year":2022,"lang":"fr","type":"book-chapter","venue":"Repositório do ISCTE-IUL","topic":"Child Abuse and Trauma","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":"Poison control; Intervention (counseling); Context (archaeology); Vulnerability (computing); Public policy","score_opus":0.06657497081389371,"score_gpt":0.3682476693240858,"score_spread":0.30167269851019207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019552482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82490337,0.0052320245,0.008007263,0.00128404,0.00057140243,0.0026095523,0.00037987158,0.00045782476,0.15655464],"genre_scores_gemma":[0.96653914,0.004996557,0.0013239059,0.000208008,0.00035255757,0.0013218455,0.00057910057,0.00036526925,0.024313584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99045336,0.0042657056,0.001729698,0.0016231964,0.00085201015,0.0010760131],"domain_scores_gemma":[0.99558926,0.0010858977,0.0014561573,0.0010257128,0.00034140458,0.0005015927],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039663,0.0011274139,0.0009938459,0.00071810884,0.0016628037,0.0004184193,0.0006441789,0.0011613128,0.0042877407],"category_scores_gemma":[0.0011692543,0.0012007367,0.0009692717,0.00030886073,0.0009195902,0.0005052464,0.00034811473,0.0021883121,0.00022895391],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058723177,0.0044517913,0.16323386,0.0013316914,0.0034143324,0.0013465146,0.09750506,0.00036458386,0.003459071,0.42887294,0.0003497861,0.29508314],"study_design_scores_gemma":[0.0056508225,0.002847079,0.7760787,0.010355769,0.003138209,0.009517057,0.010787268,0.00017068948,0.013292779,0.09143592,0.073187016,0.0035386684],"about_ca_topic_score_codex":0.012188768,"about_ca_topic_score_gemma":0.0082430495,"teacher_disagreement_score":0.6128449,"about_ca_system_score_codex":0.0008254597,"about_ca_system_score_gemma":0.00053384865,"threshold_uncertainty_score":0.9996369},"labels":[],"label_agreement":null},{"id":"W7019886578","doi":"","title":"The impact of the ESG pillars on the payout policy among G7 countries’ firms","year":2024,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","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":"Corporate governance; Dividend; Dividend payout ratio; Sample (material); Cash; Dividend policy","score_opus":0.011747631227061022,"score_gpt":0.2843660909357543,"score_spread":0.2726184597086933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019886578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92059624,0.0005987936,9.988905e-7,0.0022377167,0.0015965693,0.0013726061,0.0000127084195,0.00014027905,0.07344406],"genre_scores_gemma":[0.97127026,0.000084811145,0.0000010826641,0.0003752301,0.0017952112,0.00007681692,0.00007800885,0.00014845381,0.026170125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99570614,0.00013038954,0.0013510104,0.00071536715,0.0013128683,0.00078424456],"domain_scores_gemma":[0.99387455,0.00074402353,0.0027828948,0.0016972024,0.0008483268,0.00005297704],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021773314,0.0006614156,0.0006363553,0.0002801398,0.0014701406,0.002072853,0.001125398,0.00041944484,0.00006957952],"category_scores_gemma":[0.009137527,0.00031209725,0.0011643475,0.0018823922,0.0003171787,0.00035919852,0.00036213035,0.0010748275,0.00014410108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035720177,0.000682023,0.61025256,0.004802626,0.005562423,0.00082617515,0.018814519,0.0013926119,0.003925048,0.17361468,0.13735388,0.039201435],"study_design_scores_gemma":[0.0007764402,0.0001974164,0.84361917,0.0049992963,0.0019809077,0.00006272013,0.01363199,0.0022638405,0.0016355396,0.053567737,0.07482403,0.0024408973],"about_ca_topic_score_codex":0.013008798,"about_ca_topic_score_gemma":0.0030493343,"teacher_disagreement_score":0.23336662,"about_ca_system_score_codex":0.000648553,"about_ca_system_score_gemma":0.00200447,"threshold_uncertainty_score":0.9999331},"labels":[],"label_agreement":null},{"id":"W7023894684","doi":"","title":"Portugueses no mar de Labrador: expansão e ocupação portuguesa em altas latitudes (1452–1524)","year":2022,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"History, Culture, and Diplomacy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Agora; Work (physics); Archipelago","score_opus":0.018330101337564093,"score_gpt":0.2711514732646231,"score_spread":0.252821371927059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023894684","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18548766,0.043908622,0.00004582815,0.0002509752,0.014094144,0.0027662355,0.0018819954,0.0012930717,0.75027144],"genre_scores_gemma":[0.23207636,0.002423105,0.00038988944,0.0019046769,0.0036233643,0.00063807424,0.011444291,0.0006256847,0.7468746],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902148,0.00065101363,0.0024533572,0.002317662,0.0022052617,0.0021579037],"domain_scores_gemma":[0.9931563,0.0002852797,0.0019910678,0.0019885085,0.0010839108,0.0014948904],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0010849957,0.0019955772,0.0020909647,0.0007969005,0.0038804295,0.0015914819,0.00145311,0.00094803044,0.042738758],"category_scores_gemma":[0.0007573408,0.002008609,0.0014205421,0.00036614345,0.00037812613,0.0010059271,0.00022831195,0.0018549387,0.0014655465],"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":[0.0013450983,0.0028143302,0.0029463433,0.0038418141,0.0027989126,0.0050115874,0.42429632,0.00008263535,0.0028311745,0.04770646,0.4954936,0.010831741],"study_design_scores_gemma":[0.0011126377,0.00062549725,0.0013228199,0.0008309527,0.0013103543,0.00018387739,0.080169804,0.00008277725,0.00043436937,0.0002976302,0.91110116,0.0025281284],"about_ca_topic_score_codex":0.005610344,"about_ca_topic_score_gemma":0.0102955075,"teacher_disagreement_score":0.41560757,"about_ca_system_score_codex":0.0014563064,"about_ca_system_score_gemma":0.0027769704,"threshold_uncertainty_score":0.99944496},"labels":[],"label_agreement":null},{"id":"W7027939988","doi":"","title":"The effects of quantitative easing on U.S. inflation and output","year":2020,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","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":"Treasury; Inflation (cosmology); Quantitative easing; Quarter (Canadian coin); Production (economics); Industrial production; Value (mathematics)","score_opus":0.03635174281078856,"score_gpt":0.24451148154491037,"score_spread":0.2081597387341218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027939988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94319695,0.009799687,0.0000679991,0.00045101508,0.0012101883,0.000568529,0.000059462476,0.00003102414,0.044615168],"genre_scores_gemma":[0.99373794,0.0017369572,0.00018605714,0.00019557495,0.00014425392,0.000024756973,0.00016562076,0.000055009063,0.0037538332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99814147,0.00004327855,0.00091525185,0.00051135523,0.000057161862,0.00033148422],"domain_scores_gemma":[0.99767745,0.00052355335,0.0012161974,0.0003732377,0.000024116314,0.00018542404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003801233,0.00030479964,0.00067705556,0.00020403707,0.00026374584,0.0001784282,0.0001860715,0.00025465584,0.000014631742],"category_scores_gemma":[0.0015653864,0.0002875102,0.00018494522,0.00012937683,0.000055507324,0.00018720434,0.000027808986,0.00033284118,0.00018591234],"study_design_candidate":"theoretical_or_conceptual","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":[0.003202031,0.0003983092,0.057802703,0.0065867812,0.003753462,0.00010061203,0.06499593,0.0017428952,0.001599654,0.80833495,0.016981956,0.034500714],"study_design_scores_gemma":[0.0056175813,0.005185839,0.6406368,0.0035853426,0.00062234025,0.00005589047,0.0032379013,0.04090847,0.019343603,0.0910111,0.1852364,0.0045587183],"about_ca_topic_score_codex":0.00042255857,"about_ca_topic_score_gemma":0.000051666295,"teacher_disagreement_score":0.71732384,"about_ca_system_score_codex":0.00010868349,"about_ca_system_score_gemma":0.000055310513,"threshold_uncertainty_score":0.9999577},"labels":[],"label_agreement":null},{"id":"W7029526803","doi":"","title":"The internationalization project of Herdade do Vale da Rosa to Canada: the best Portuguese grapes heading to the Canadian market","year":2017,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Table (database); Government (linguistics); Production (economics); Portuguese","score_opus":0.02420897518069343,"score_gpt":0.2548016588298623,"score_spread":0.23059268364916885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029526803","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046943307,0.0021313159,0.000004924929,0.018757397,0.0056146686,0.0025544742,0.00089986966,0.00004761817,0.9230464],"genre_scores_gemma":[0.7159561,0.00027748276,0.000019431362,0.0046603465,0.0014298869,0.00033006433,0.0016388119,0.0000816131,0.27560624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978373,0.000086375396,0.00067537714,0.0002592245,0.0007367698,0.00040495076],"domain_scores_gemma":[0.99751884,0.00015402304,0.000692535,0.0007570798,0.0006616699,0.00021585255],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00056290766,0.00028969345,0.0002704538,0.00017082851,0.0030862112,0.003083977,0.0012007956,0.00009931611,0.00037392363],"category_scores_gemma":[0.0002818986,0.00015499692,0.00012061834,0.00011491254,0.00008156031,0.0005069686,0.0000734989,0.00024536,0.000019479157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001716867,0.0000301219,0.00067518064,0.00031235052,0.00050868164,0.000014172952,0.1684089,0.000121992794,0.000010302514,0.20740539,0.60419375,0.018147493],"study_design_scores_gemma":[0.00006967459,0.000039261857,0.0016388594,0.00028711723,0.000059623406,0.000006016681,0.03481957,0.000099027806,0.00011860508,0.00015888936,0.9624795,0.00022388407],"about_ca_topic_score_codex":0.96186626,"about_ca_topic_score_gemma":0.9991061,"teacher_disagreement_score":0.6690128,"about_ca_system_score_codex":0.0002994559,"about_ca_system_score_gemma":0.003452035,"threshold_uncertainty_score":0.9982116},"labels":[],"label_agreement":null},{"id":"W7033420957","doi":"","title":"Perceptions of Portuguese exporting companies on free trade agreements between the EU and third countries: The case of footwear, wine, textiles, molds and automotive sectors for Canada, UK, Mexico and Japan","year":2023,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Literature and Cultural Memory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Sample (material); Portuguese; Globalization; Free trade; Independence (probability theory); Trade barrier; Free trade agreement","score_opus":0.01755525515029214,"score_gpt":0.24835753707975253,"score_spread":0.2308022819294604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033420957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99142957,0.0016191552,2.0055165e-7,0.0005614876,0.0003254591,0.00082830933,0.0013322145,0.000026264746,0.0038773455],"genre_scores_gemma":[0.99151766,0.00011906513,0.000007603109,0.00018933005,0.00038322376,0.000056923913,0.00053271727,0.000038219634,0.007155255],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983251,0.0000756058,0.00065885606,0.00035703325,0.00031167967,0.00027171805],"domain_scores_gemma":[0.9982636,0.0004404153,0.0006148634,0.0003345001,0.00023242595,0.000114214185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028222255,0.00034523197,0.0005510344,0.000082249564,0.0008178603,0.0002005044,0.00017594852,0.00013986659,0.000037142985],"category_scores_gemma":[0.0001599238,0.00019799185,0.00010287308,0.00005478377,0.00029363035,0.00011581486,0.000047936966,0.00029008667,2.499296e-7],"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":[0.00022939013,0.0000827856,0.008736548,0.0023645798,0.0017257516,0.00016390676,0.9064786,0.0000075026583,0.00048826766,0.012980907,0.06388085,0.0028608968],"study_design_scores_gemma":[0.0012000815,0.00087588775,0.31596667,0.0020496086,0.0017381917,0.00019084408,0.6610284,0.000072625815,0.0010563541,0.0007959729,0.014161752,0.000863615],"about_ca_topic_score_codex":0.07066006,"about_ca_topic_score_gemma":0.4099462,"teacher_disagreement_score":0.33928615,"about_ca_system_score_codex":0.00005010075,"about_ca_system_score_gemma":0.0002043317,"threshold_uncertainty_score":0.9355285},"labels":[],"label_agreement":null},{"id":"W7033735709","doi":"","title":"Robotic process automation: A systematic literature review","year":2023,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Research in Cotton Cultivation","field":"Agricultural and Biological 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":"Process (computing); Scope (computer science); Systematic review; Field (mathematics); Analytics; Big data; Automation; Transformative learning","score_opus":0.02624857781093326,"score_gpt":0.3203382294005903,"score_spread":0.29408965158965705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033735709","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39990833,0.5143691,0.000010500129,0.013143646,0.006291674,0.027107054,0.00021450265,0.0047226935,0.0342325],"genre_scores_gemma":[0.26705965,0.18678987,0.0004819682,0.0030221944,0.0052676317,0.011019695,0.056074183,0.00013379274,0.470151],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99554354,0.0004219937,0.0011029295,0.0008420135,0.0014696022,0.0006198943],"domain_scores_gemma":[0.99698913,0.00044413822,0.0008507898,0.00029494226,0.0010496946,0.0003712755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011898094,0.0004940398,0.00097560533,0.00007827272,0.00039266187,0.0007421509,0.00071993074,0.0005322399,0.00021800425],"category_scores_gemma":[0.0040974226,0.00019296726,0.00035544956,0.002385059,0.000024648427,0.00037651442,0.000052113548,0.00063420454,0.00054963655],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007379457,0.00026709135,0.0002841201,0.8981229,0.00041779407,0.00051378756,0.0025658535,0.000056270048,0.03168998,0.00039419282,0.05674274,0.00887145],"study_design_scores_gemma":[0.00023522592,0.00040389874,0.015277985,0.9735002,0.00060285046,0.00031314374,0.0017053349,0.00078075787,0.0023190933,0.00068299344,0.0025414156,0.001637098],"about_ca_topic_score_codex":0.00003393069,"about_ca_topic_score_gemma":0.00019301908,"teacher_disagreement_score":0.4359185,"about_ca_system_score_codex":0.0001891905,"about_ca_system_score_gemma":0.00016742488,"threshold_uncertainty_score":0.7868976},"labels":[],"label_agreement":null},{"id":"W7034656664","doi":"","title":"Vanguard’s digital advisor and the European robo-advisory market","year":2021,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Mental Health Treatment and Access","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":"Vanguard; Investment (military); Quarter (Canadian coin); Cost–benefit analysis; Investment strategy; Cost reduction","score_opus":0.01066981433718273,"score_gpt":0.30393510211338814,"score_spread":0.2932652877762054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034656664","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19326633,0.016374806,0.0000061159367,0.00040466554,0.0025453393,0.0010540287,0.000065568995,0.000118011274,0.7861651],"genre_scores_gemma":[0.5405682,0.0005296943,0.000043807533,0.00048470695,0.000660242,0.00017981288,0.0020141797,0.00016713789,0.45535228],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625754,0.00079069653,0.0008123171,0.0010026364,0.0004316402,0.0007051839],"domain_scores_gemma":[0.9976628,0.00033243297,0.00055334595,0.0009573504,0.00011572417,0.00037838798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006900441,0.0005990232,0.00072145025,0.00014838467,0.00053100596,0.00063865335,0.00042430894,0.00030901274,0.0017940461],"category_scores_gemma":[0.00015532992,0.000430936,0.00031862187,0.00023698459,0.00012963219,0.0002245303,0.00012773761,0.0006235101,0.00041547455],"study_design_candidate":"design_other","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":[0.006242939,0.0016742809,0.009024064,0.002004752,0.0028113504,0.0058603357,0.037757963,0.0000016079706,0.000118275355,0.0063197482,0.23725629,0.6909284],"study_design_scores_gemma":[0.033768844,0.0012312626,0.4298108,0.0052182046,0.0036544818,0.0029305478,0.06811933,0.00006657061,0.0008384408,0.0024194196,0.44615993,0.005782167],"about_ca_topic_score_codex":0.00029101613,"about_ca_topic_score_gemma":0.00015673613,"teacher_disagreement_score":0.6851462,"about_ca_system_score_codex":0.00010868304,"about_ca_system_score_gemma":0.00012038264,"threshold_uncertainty_score":0.9998143},"labels":[],"label_agreement":null},{"id":"W7052682028","doi":"","title":"The solidarity economy alternative and movement: The experience of the United States Solidarity Economy Network (USSEN)","year":2014,"lang":"en","type":"book-chapter","venue":"Repositório do ISCTE-IUL","topic":"Laser-Plasma Interactions and Diagnostics","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":"Solidarity; Solidarity economy; Information economy; Production (economics); Social economy; Economic impact analysis; Post-industrial economy","score_opus":0.009562445164276944,"score_gpt":0.23266663503482413,"score_spread":0.22310418987054717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052682028","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0323204,0.00021421991,0.0021943406,0.0017208107,0.0012736826,0.0012946448,0.00023005468,0.000038122038,0.96071374],"genre_scores_gemma":[0.83467567,0.0003281726,0.00009835482,0.0014888911,0.0017283733,0.00022729667,0.00019088831,0.00012386551,0.16113846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978663,0.00011245159,0.00077685143,0.0005358524,0.00019857367,0.00051000714],"domain_scores_gemma":[0.9959858,0.00125459,0.0010967469,0.0011465155,0.00031984414,0.00019648463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003736759,0.0005111754,0.0005060134,0.000052849548,0.0012156178,0.0006065405,0.00071890996,0.00014051807,0.00041897647],"category_scores_gemma":[0.000044945307,0.00028898905,0.0003147854,0.00007178991,0.00065843965,0.00016241561,0.0005481436,0.0007488484,0.00004508264],"study_design_candidate":"theoretical_or_conceptual","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":[0.000048989023,0.00007508887,0.0038680106,0.00004152038,0.0008117186,0.0000042493084,0.0019446075,0.0039976817,0.000006075043,0.97493047,0.012920989,0.0013506177],"study_design_scores_gemma":[0.0003583392,0.00007237228,0.00017849437,0.0002597842,0.00019887439,0.000007960638,0.0006090052,0.003943413,0.0010510053,0.15953338,0.8333455,0.00044191343],"about_ca_topic_score_codex":0.0020857563,"about_ca_topic_score_gemma":0.00021047314,"teacher_disagreement_score":0.82042444,"about_ca_system_score_codex":0.00010076187,"about_ca_system_score_gemma":0.00021802219,"threshold_uncertainty_score":0.99995625},"labels":[],"label_agreement":null},{"id":"W7054725923","doi":"","title":"Arquitetura e mobiliário: o caso da Biblioteca Municipal de Grândola. Uma nova biblioteca para a Trafaria: um convite à leitura, ao estudo e ao convívio","year":2020,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","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":"Context (archaeology); National library; Nova scotia","score_opus":0.03491320650048653,"score_gpt":0.3233708090826495,"score_spread":0.28845760258216296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054725923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9120533,0.00461968,0.00094021816,0.0067676664,0.0029569278,0.008339274,0.0008665688,0.0004629457,0.06299341],"genre_scores_gemma":[0.9307822,0.0015395279,0.00084717834,0.00085430325,0.0016295139,0.0011377712,0.005394649,0.0005445734,0.057270262],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9839035,0.0011613608,0.0037152267,0.003850192,0.0033426236,0.004027072],"domain_scores_gemma":[0.9883966,0.0012456831,0.002220779,0.003478773,0.0015466011,0.0031115897],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0018981512,0.0028562765,0.0033414508,0.007110263,0.0015221832,0.004351609,0.0029782292,0.001763781,0.064505704],"category_scores_gemma":[0.00067378493,0.002951196,0.0018107373,0.014804669,0.00057073217,0.00042453047,0.001267274,0.005343736,0.001673631],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070989337,0.0065307133,0.022732565,0.0066010766,0.00910678,0.0052229716,0.0422637,0.0007253572,0.48243222,0.0061899717,0.13508007,0.2760156],"study_design_scores_gemma":[0.020484002,0.0058726906,0.033220027,0.00549707,0.0056053447,0.00052181125,0.03915787,0.059230264,0.060660336,0.00022329736,0.75839823,0.011129025],"about_ca_topic_score_codex":0.029696418,"about_ca_topic_score_gemma":0.0024452333,"teacher_disagreement_score":0.6233182,"about_ca_system_score_codex":0.00036674435,"about_ca_system_score_gemma":0.004954733,"threshold_uncertainty_score":0.9997777},"labels":[],"label_agreement":null},{"id":"W7055689870","doi":"","title":"A deeper look into value investing's future prospects","year":2022,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Particle accelerators and beam dynamics","field":"Engineering","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":"InflaRx; Institut de Physique du Globe de Paris; International Social Science Council; Institute of Nutrition, Metabolism and Diabetes; Humanities Research Center, Rice University; Insmed; Industrial Technology Research Institute; Kiniksa Pharmaceuticals; INOVIO Pharmaceuticals; Ironwood Pharmaceuticals, Incorporated","keywords":"Value (mathematics); Diversity (politics); Work (physics); Investment (military); Market value; Future value; Business value","score_opus":0.00417959787509607,"score_gpt":0.22247649634807498,"score_spread":0.21829689847297892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055689870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672596,0.0053633596,0.000051165665,0.000059336526,0.0031294175,0.0005788665,0.00001557319,0.0007977755,0.022744916],"genre_scores_gemma":[0.97897065,0.000503408,0.0035935151,0.00032194034,0.0020419986,0.000564534,0.0014984503,0.0005767397,0.011928743],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748045,0.0000527287,0.00060739415,0.00060916,0.00058476144,0.00066549756],"domain_scores_gemma":[0.99857557,0.000033693977,0.00017615632,0.00069546385,0.00010831461,0.00041082175],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020750376,0.0005717698,0.0005402559,0.00020801235,0.00033993303,0.0002848931,0.00041409314,0.00044072146,0.00021103368],"category_scores_gemma":[0.000111219946,0.00059442664,0.0002197895,0.00056163623,0.000023395294,0.00022980735,0.00007604648,0.0010070753,0.00006652044],"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":[0.00067363656,0.0019905947,0.066281214,0.018357966,0.0055395127,0.00717892,0.115228534,0.15184936,0.3557453,0.077190146,0.12966475,0.070300065],"study_design_scores_gemma":[0.0058985427,0.0015829579,0.04800891,0.0031147376,0.0033631965,0.0014957306,0.021984085,0.1628553,0.21152377,0.020607911,0.5028349,0.01672992],"about_ca_topic_score_codex":0.00019393602,"about_ca_topic_score_gemma":0.00045210103,"teacher_disagreement_score":0.3731702,"about_ca_system_score_codex":0.00060520595,"about_ca_system_score_gemma":0.00031892347,"threshold_uncertainty_score":0.9996507},"labels":[],"label_agreement":null},{"id":"W7056878848","doi":"","title":"How can new strategies foster the air cargo sector in the Lisbon airport, while dealing with the limited capacity and inadequacy of the air cargo infrastructures?","year":2018,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","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":"Indigenous and Northern Affairs Canada","keywords":"Air cargo; Product (mathematics); Aviation; Key (lock); Face (sociological concept)","score_opus":0.012925072770619163,"score_gpt":0.2305844839979305,"score_spread":0.21765941122731133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056878848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9454027,0.000266434,0.00003270857,0.008937471,0.00020385694,0.0019005282,0.000083039144,0.000017050013,0.04315623],"genre_scores_gemma":[0.9917849,0.000011349207,0.00005782911,0.00027714507,0.0004074311,0.00012815872,0.0001443157,0.000045690445,0.0071431976],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99712676,0.00036025903,0.0004775517,0.00054013735,0.0009438513,0.0005514722],"domain_scores_gemma":[0.99731517,0.00027856644,0.0006748323,0.0012507769,0.00034237638,0.00013826981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005088214,0.0005056721,0.0004540839,0.00011834267,0.0005682344,0.0005588438,0.0009933279,0.00017860063,0.00082349026],"category_scores_gemma":[0.000049538987,0.00022167708,0.00018020827,0.0005027078,0.0003162413,0.00008285857,0.00017900988,0.0010676722,8.670683e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022743344,0.0007715292,0.17186736,0.0026478486,0.0031252503,0.00011213807,0.3406187,0.00094166654,0.03750894,0.059430044,0.22446291,0.15623929],"study_design_scores_gemma":[0.0029466418,0.0010839801,0.6592607,0.001594116,0.0009405563,0.000058563553,0.16939624,0.00043271517,0.018363018,0.0035576436,0.14074647,0.0016193816],"about_ca_topic_score_codex":0.025968902,"about_ca_topic_score_gemma":0.065331504,"teacher_disagreement_score":0.48739332,"about_ca_system_score_codex":0.00003518748,"about_ca_system_score_gemma":0.0012571464,"threshold_uncertainty_score":0.98051727},"labels":[],"label_agreement":null},{"id":"W7061288908","doi":"","title":"Plano de negócios: Criação de uma marca de vinho Alvarinho","year":2023,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Gyrotron and Vacuum Electronics 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":"Wine tasting; Market definition; Nova scotia","score_opus":0.018110485247940792,"score_gpt":0.33239436838660635,"score_spread":0.31428388313866557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061288908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570351,0.0018191866,0.0042285724,0.0013411059,0.0011910324,0.0021032873,0.0003245853,0.00045499715,0.0315021],"genre_scores_gemma":[0.8700488,0.00057117967,0.0005073647,0.00022923823,0.0012702672,0.000624956,0.0030736667,0.00051911845,0.12315538],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99031246,0.0008043644,0.0013228843,0.0017179875,0.0012521195,0.0045902054],"domain_scores_gemma":[0.9948233,0.00046178166,0.0007067316,0.0015602886,0.0004641378,0.0019837783],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0017507762,0.0013105155,0.0013173746,0.0006793006,0.0011198843,0.0012879112,0.0015258216,0.0010978426,0.0013894755],"category_scores_gemma":[0.0003019379,0.0014511319,0.0010997053,0.0010106292,0.00010987183,0.00027277388,0.0003791659,0.0032701152,0.0018989305],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00589143,0.006014025,0.22462218,0.006683035,0.013573186,0.0038172982,0.07415929,0.005812128,0.24679017,0.12071681,0.17877175,0.1131487],"study_design_scores_gemma":[0.019973015,0.006095366,0.16817853,0.010133027,0.006231305,0.0011954068,0.05345813,0.16469613,0.2726534,0.03798609,0.24101563,0.018383969],"about_ca_topic_score_codex":0.0065143276,"about_ca_topic_score_gemma":0.0005911676,"teacher_disagreement_score":0.15888399,"about_ca_system_score_codex":0.0022718688,"about_ca_system_score_gemma":0.009381947,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W7062086460","doi":"","title":"Systemic Lisbon battery: Definição de problema, requisitos e solução","year":2020,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Thermal Analysis in Power Transmission","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":"Context (archaeology); Focus (optics); Face (sociological concept); Perspective (graphical)","score_opus":0.00989774089940557,"score_gpt":0.2328414752167269,"score_spread":0.22294373431732134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062086460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62555295,0.08176976,0.14254805,0.0035055028,0.016726008,0.009260945,0.00055820215,0.0071992916,0.11287927],"genre_scores_gemma":[0.98076975,0.0015056051,0.0024472214,0.0003378729,0.0007693696,0.00029482474,0.001571366,0.000787271,0.011516719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9909054,0.00053936697,0.0028045154,0.002092218,0.0015274258,0.002131054],"domain_scores_gemma":[0.99467367,0.00027370997,0.0010322261,0.0018673203,0.0003712919,0.0017817841],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0009195866,0.0019110657,0.002384178,0.00067027844,0.00056445895,0.00075024157,0.0014850523,0.0019364994,0.00067177584],"category_scores_gemma":[0.0004121796,0.0020125639,0.0013771662,0.0013065232,0.000068047295,0.00049721677,0.00017884561,0.0025192667,0.001491776],"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":[0.0010434231,0.0005636761,0.007265352,0.03049287,0.005853518,0.003519241,0.04670598,0.05338319,0.8266687,0.0013203372,0.012097735,0.011086004],"study_design_scores_gemma":[0.008779444,0.0022596505,0.0049871113,0.08870943,0.024180071,0.0067455946,0.014331051,0.36746067,0.39276606,0.0012851836,0.06832851,0.020167219],"about_ca_topic_score_codex":0.0003239221,"about_ca_topic_score_gemma":0.000058221474,"teacher_disagreement_score":0.4339026,"about_ca_system_score_codex":0.0013904716,"about_ca_system_score_gemma":0.000981751,"threshold_uncertainty_score":0.99978197},"labels":[],"label_agreement":null},{"id":"W7064877848","doi":"","title":"Chaves: Novas ligações na cidade e margens do rio Tâmega","year":2022,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials 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":"Urban network; Qualitative analysis; Nova scotia","score_opus":0.010991052490613645,"score_gpt":0.29578152939407715,"score_spread":0.2847904769034635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064877848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88784486,0.016253417,0.0009055428,0.0011898516,0.00811253,0.0043382347,0.00050820026,0.002431472,0.07841587],"genre_scores_gemma":[0.8335379,0.00502746,0.0044140522,0.0014691591,0.0013488166,0.0014192086,0.0025501258,0.0008360281,0.14939728],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9875828,0.0007725478,0.0025043173,0.0033846917,0.0026578861,0.0030977686],"domain_scores_gemma":[0.9929831,0.00026536878,0.0021320528,0.0028848585,0.00057333236,0.0011612971],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022292524,0.0020085457,0.002272802,0.0010745211,0.0020778356,0.002018839,0.0024650383,0.0013615183,0.012575507],"category_scores_gemma":[0.00072663056,0.0021054477,0.0011100679,0.0016259245,0.00028669566,0.00072191155,0.0006337716,0.0024977853,0.00088929053],"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":[0.0006602517,0.00080593576,0.0014535822,0.0008464386,0.00036232558,0.000637212,0.009387415,0.00001906596,0.9590566,0.008565681,0.017147172,0.0010583283],"study_design_scores_gemma":[0.00081922207,0.0018168354,0.0013476128,0.00097510254,0.00068338396,0.00045172469,0.0034617418,0.000121289166,0.9124394,0.0010626457,0.07401413,0.0028069383],"about_ca_topic_score_codex":0.0015110369,"about_ca_topic_score_gemma":0.0004369002,"teacher_disagreement_score":0.070981406,"about_ca_system_score_codex":0.0018174611,"about_ca_system_score_gemma":0.0026615378,"threshold_uncertainty_score":0.9999349},"labels":[],"label_agreement":null},{"id":"W7065538569","doi":"","title":"Economic policy uncertainty and return on financial assets: the G7 case","year":2017,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Power Transformer Diagnostics and Insulation","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":"Stock (firearms); Bond; Stock market; Index (typography); Sample (material); Financial market; Rate of return","score_opus":0.006502162309556634,"score_gpt":0.24906920134296254,"score_spread":0.2425670390334059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065538569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9025408,0.0012852665,0.000038703838,0.0003098763,0.0024499965,0.00059471064,0.0002391071,0.00014276573,0.09239876],"genre_scores_gemma":[0.99553144,0.0013897072,0.000018070641,0.00008180369,0.00074846233,0.000057330937,0.0005000356,0.00008416277,0.0015889619],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861014,0.000027461869,0.00041757693,0.0003696298,0.00016735628,0.00040781358],"domain_scores_gemma":[0.9988061,0.00013683189,0.0001740167,0.0006370533,0.00004986897,0.00019610157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021672779,0.0004001481,0.00036269752,0.00016999815,0.00046822598,0.00038682882,0.00022716272,0.0004282517,0.00002642975],"category_scores_gemma":[0.0003294669,0.00033165177,0.00013827028,0.00005542891,0.000040860672,0.00017142131,0.000011816186,0.00053680665,0.00003885135],"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":[0.0015742494,0.00058194273,0.007434429,0.005842697,0.0033780867,0.010411945,0.03743915,0.11209231,0.008735142,0.087925054,0.15931256,0.56527245],"study_design_scores_gemma":[0.0059167556,0.0013388045,0.14298655,0.0055085975,0.0020749597,0.0057142633,0.0013050538,0.083110645,0.023484424,0.013277026,0.7075355,0.007747399],"about_ca_topic_score_codex":0.0014106618,"about_ca_topic_score_gemma":0.002872296,"teacher_disagreement_score":0.55752504,"about_ca_system_score_codex":0.00037411833,"about_ca_system_score_gemma":0.00040866638,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W7065702890","doi":"","title":"Ethical chocolate consumption by millennials in the Netherlands","year":2021,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","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":"Happiness; Consumption (sociology); Population; Purchasing; Poverty; Likert scale; Purchasing power; Empathy; Quarter (Canadian coin)","score_opus":0.011057150154010875,"score_gpt":0.30937185728807143,"score_spread":0.29831470713406055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065702890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6967225,0.0017908023,0.00004724253,0.0032312453,0.00047226658,0.0017015603,0.00007736365,0.000031586584,0.29592544],"genre_scores_gemma":[0.726388,0.00079047447,0.00015900965,0.0010679875,0.0010251857,0.0016464087,0.009816621,0.0001378515,0.25896847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668664,0.0005810232,0.0006932913,0.0006214447,0.000866242,0.0005513629],"domain_scores_gemma":[0.9983,0.00037117404,0.0002770131,0.00067282753,0.00019046968,0.00018849084],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001105245,0.00036203238,0.00047409305,0.00013547136,0.00020439675,0.00040004367,0.00046712576,0.00048287708,0.06293456],"category_scores_gemma":[0.00010890654,0.00028409457,0.00021969844,0.0003090989,0.000046971763,0.000020244463,0.00006814912,0.0017807091,0.00012310609],"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":[0.00047686326,0.0012301521,0.058007855,0.0008126769,0.00055095187,0.00024305217,0.011887368,0.000011785096,0.055523608,0.00526831,0.66232127,0.2036661],"study_design_scores_gemma":[0.003277552,0.00028900753,0.047632024,0.0012444368,0.00031696833,0.00001587139,0.008957166,0.0005252598,0.010955185,0.00050485344,0.92475516,0.001526529],"about_ca_topic_score_codex":0.001608868,"about_ca_topic_score_gemma":0.0007702666,"teacher_disagreement_score":0.26243386,"about_ca_system_score_codex":0.000029466353,"about_ca_system_score_gemma":0.000545546,"threshold_uncertainty_score":0.99996114},"labels":[],"label_agreement":null},{"id":"W7070914475","doi":"","title":"Quantifying the economic impact of CETA on Portugal","year":2017,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic impact analysis; Wine; Revenue; European union; Production (economics); Productivity; Portuguese; Value (mathematics); Agriculture","score_opus":0.01593299632048955,"score_gpt":0.3398157778595066,"score_spread":0.32388278153901706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070914475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8975826,0.0005401674,0.000012122031,0.000041415697,0.00070640515,0.00031838837,0.000057341218,0.000015717835,0.10072584],"genre_scores_gemma":[0.9846933,0.00027011576,0.00013197544,0.000053559175,0.00036177094,0.000015747375,0.0018910061,0.00007063857,0.0125118755],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837255,0.000072488016,0.00060997315,0.00039150784,0.00019510722,0.00035839612],"domain_scores_gemma":[0.99685264,0.000033475924,0.0013402738,0.001530802,0.00010073542,0.00014209455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044003248,0.00039503726,0.00042853944,0.00008441065,0.00027284914,0.00015453636,0.0007225317,0.00049907726,0.00008658974],"category_scores_gemma":[0.0005351674,0.00027979453,0.0005384326,0.000026951857,0.00007006316,0.0000076881815,0.000074898824,0.00044523575,0.000056183184],"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":[0.005489491,0.0005179002,0.127448,0.0034301088,0.009311852,0.00014233531,0.007000479,0.03371045,0.58500504,0.0048070927,0.15575738,0.0673799],"study_design_scores_gemma":[0.0037705142,0.0064721014,0.33901808,0.002278826,0.0015498154,0.0007531935,0.0014762583,0.009956362,0.4814706,0.00024905478,0.14806071,0.0049444865],"about_ca_topic_score_codex":0.000484678,"about_ca_topic_score_gemma":0.00028371092,"teacher_disagreement_score":0.21157007,"about_ca_system_score_codex":0.00014207151,"about_ca_system_score_gemma":0.0011896852,"threshold_uncertainty_score":0.9999654},"labels":[],"label_agreement":null},{"id":"W7112476317","doi":"","title":"Portfolio risk dynamics: Managing value-at-risk across stocks and bonds","year":2025,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Risk and Portfolio Optimization","field":"Decision 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":"Portfolio; Bond; Metric (unit); Equity (law); Investment strategy; Risk management; Asset allocation; Asset (computer security); Portfolio investment; Value at risk","score_opus":0.01600368584396347,"score_gpt":0.3429648592506483,"score_spread":0.32696117340668485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112476317","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81095403,0.0076981424,0.0076288003,0.00019863043,0.0034796088,0.0013093314,0.00083898514,0.00032415686,0.16756833],"genre_scores_gemma":[0.4171495,0.030497428,0.003140516,0.00027798148,0.0005114914,0.00016483365,0.004117727,0.00023460659,0.5439059],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9911089,0.0005728503,0.0023701603,0.0023026508,0.0025295115,0.0011159166],"domain_scores_gemma":[0.9921478,0.00093283446,0.0031557907,0.0021586837,0.00092618226,0.0006787082],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004397273,0.00092023355,0.0013689452,0.0010953228,0.001866005,0.0019092507,0.0012023986,0.0010381918,0.0001945046],"category_scores_gemma":[0.0040936274,0.00080889213,0.0004989062,0.0019100879,0.00012542047,0.00064849295,0.00046338415,0.0011773595,0.00019046493],"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":[0.001194755,0.00029505373,0.29377586,0.0002185348,0.0009707908,0.00056809065,0.014129152,0.02763551,0.000064110376,0.0041625877,0.06386643,0.59311914],"study_design_scores_gemma":[0.0042456794,0.0007890688,0.35643756,0.0017663476,0.003385067,0.0005161367,0.02521528,0.35601977,0.0008712403,0.06964032,0.17518696,0.0059265606],"about_ca_topic_score_codex":0.0019397874,"about_ca_topic_score_gemma":0.003989305,"teacher_disagreement_score":0.5871926,"about_ca_system_score_codex":0.00053136336,"about_ca_system_score_gemma":0.00068270444,"threshold_uncertainty_score":0.9994362},"labels":[],"label_agreement":null},{"id":"W7117201317","doi":"","title":"As parcerias Público-Privadas como instrumento para a concretização de cidades inteligentes (Smart Cities)","year":2025,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Smart Cities and Technologies","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":"Context (archaeology); Work (physics); Local Development; Negotiation; Public policy","score_opus":0.01683886855525727,"score_gpt":0.26545767960333205,"score_spread":0.2486188110480748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117201317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276904,0.01257039,0.0026620347,0.0009820871,0.0040325723,0.0017733998,0.000245959,0.0025991437,0.04744405],"genre_scores_gemma":[0.9634994,0.007072281,0.0010695143,0.00044801456,0.00030348875,0.0006188858,0.0014527973,0.0003151683,0.02522041],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9931568,0.00021406595,0.0019672897,0.0014931851,0.00097021635,0.0021984677],"domain_scores_gemma":[0.9956945,0.00056135096,0.00066766544,0.0019687896,0.00042529136,0.0006823652],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000580855,0.0017597156,0.0019283259,0.0011331335,0.0007413962,0.0013172191,0.0015939411,0.0020277533,0.00078516727],"category_scores_gemma":[0.0018786192,0.0019506321,0.0008662125,0.0011595279,0.00028577162,0.0004080741,0.0005880252,0.0019387874,0.00030318144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004124592,0.0015774985,0.17554389,0.035385784,0.02685379,0.0058285906,0.14238068,0.006734091,0.086141504,0.23043117,0.11306427,0.17193414],"study_design_scores_gemma":[0.0050601996,0.0019274981,0.009635836,0.01979448,0.003305886,0.0013163919,0.17024972,0.019329196,0.45888746,0.008973551,0.2922224,0.009297379],"about_ca_topic_score_codex":0.0036786043,"about_ca_topic_score_gemma":0.0005194596,"teacher_disagreement_score":0.37274593,"about_ca_system_score_codex":0.0013863102,"about_ca_system_score_gemma":0.0013557511,"threshold_uncertainty_score":0.9997195},"labels":[],"label_agreement":null},{"id":"W7122351262","doi":"","title":"The 1965 Angola undertakings airmail stamp series","year":2025,"lang":"en","type":"book-chapter","venue":"Repositório do ISCTE-IUL","topic":"Colonialism, slavery, and trade","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":"Portuguese; Quarter (Canadian coin); Investment (military); Colonialism; Settlement (finance); Hydroelectricity; State (computer science); World War II; Human settlement","score_opus":0.013719808295691124,"score_gpt":0.2722850005712829,"score_spread":0.25856519227559177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7122351262","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006281376,0.0042291675,0.000019370698,0.009939969,0.0023706555,0.00077648746,0.0000522749,0.00032187533,0.98166203],"genre_scores_gemma":[0.023090808,0.004006551,0.00007773691,0.00080487516,0.001217993,0.000038530117,0.000027964019,0.00007369702,0.9706618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963321,0.00016469424,0.0006618927,0.000775478,0.0011275363,0.0009382608],"domain_scores_gemma":[0.9973052,0.00057869835,0.0004982579,0.00092940626,0.00027528,0.00041313402],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00092648464,0.00055145373,0.0006140578,0.00016596289,0.0029371907,0.0010365281,0.0009507602,0.00076099526,0.0002817468],"category_scores_gemma":[0.0004249946,0.00045663211,0.0005094873,0.00018256184,0.00095243065,0.00027792546,0.0002538651,0.0008030184,0.00015480156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009659861,0.000030548916,0.0001860371,0.000072392744,0.00037135044,0.00020982523,0.015058447,0.0000019040518,0.000016572107,0.9250157,0.051509503,0.0074311495],"study_design_scores_gemma":[0.00019621776,0.00006747226,0.000107509964,0.00027870064,0.00020399064,0.000023047749,0.0007346547,0.0000014982687,0.000053591757,0.026428945,0.97139424,0.00051010563],"about_ca_topic_score_codex":0.0034219248,"about_ca_topic_score_gemma":0.021613227,"teacher_disagreement_score":0.91988474,"about_ca_system_score_codex":0.00053789624,"about_ca_system_score_gemma":0.0027178677,"threshold_uncertainty_score":0.9997885},"labels":[],"label_agreement":null},{"id":"W7132173608","doi":"","title":"A Monumentalidade Crítica de Álvaro Siza","year":2023,"lang":"pt","type":"book","venue":"Repositório do ISCTE-IUL","topic":"Architecture, Modernity, and Design","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":"Architecture; Base (topology); Center (category theory)","score_opus":0.019007412492730264,"score_gpt":0.2442236664145556,"score_spread":0.22521625392182532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132173608","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012696276,0.011750939,0.15308945,0.0008407023,0.0065561105,0.004440737,0.0007561559,0.006650116,0.8032195],"genre_scores_gemma":[0.11816515,0.0017209942,0.0056845252,0.0009982372,0.0035937931,0.00037350724,0.00056106446,0.0018172644,0.86708546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923484,0.00033698184,0.0015802896,0.0017018034,0.0013892094,0.00264335],"domain_scores_gemma":[0.994703,0.0007431643,0.00043579694,0.0021478136,0.0001445072,0.001825737],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0008545077,0.0018008136,0.0017488042,0.0007613095,0.0006964954,0.00076482375,0.0012152964,0.0017393607,0.0005393649],"category_scores_gemma":[0.00057412207,0.0019563483,0.0010673777,0.0005211211,0.00025356753,0.00023092017,0.00066014676,0.002599945,0.003706188],"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":[0.0010540214,0.0013594468,0.0062653604,0.015353424,0.011745551,0.023852358,0.04817893,0.16971876,0.030877883,0.01230008,0.64547205,0.033822123],"study_design_scores_gemma":[0.006784565,0.002149296,0.005220156,0.013494203,0.006590017,0.0069016344,0.0013135668,0.174699,0.019938901,0.06123341,0.6846416,0.017033648],"about_ca_topic_score_codex":0.0002674866,"about_ca_topic_score_gemma":0.00007055532,"teacher_disagreement_score":0.14740492,"about_ca_system_score_codex":0.00216225,"about_ca_system_score_gemma":0.0015838778,"threshold_uncertainty_score":0.9997011},"labels":[],"label_agreement":null},{"id":"W7132562203","doi":"","title":"Fragile foundations: The legacy of housing policy and financialization in Saint John","year":2024,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Financialization; SAINT; Affordable housing; Public housing; State (computer science); Urban policy; Neoliberalism (international relations)","score_opus":0.01837905884731973,"score_gpt":0.2596679751470795,"score_spread":0.2412889162997598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132562203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88162124,0.017937489,0.00043739527,0.0005874436,0.0015635577,0.0006580241,0.000087112305,0.00006423765,0.09704353],"genre_scores_gemma":[0.98645383,0.0036556267,0.00027007447,0.00024338788,0.00047213308,0.00006747554,0.0003164692,0.000104381295,0.008416643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753916,0.000037238053,0.0012591494,0.00065414916,0.00010377127,0.0004065561],"domain_scores_gemma":[0.9983411,0.000085750675,0.0008804041,0.0005138772,0.000094950854,0.00008390658],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005939136,0.0003341945,0.0007011188,0.0008773179,0.0002213216,0.00042929078,0.00024072679,0.00038793977,0.000043353535],"category_scores_gemma":[0.00032124226,0.00033357565,0.00018121996,0.0009846868,0.00008341337,0.00036743842,0.00005979446,0.00041455787,0.00006804819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006775412,0.00015372933,0.004518213,0.000948855,0.00012771135,0.00004659419,0.021852408,0.000352717,0.00018420661,0.9581221,0.0017389429,0.011886773],"study_design_scores_gemma":[0.0012005591,0.0001749198,0.06890601,0.0024714193,0.00014293569,0.0000577025,0.001324867,0.00348507,0.0011195259,0.060980555,0.858558,0.001578433],"about_ca_topic_score_codex":0.010806634,"about_ca_topic_score_gemma":0.0027413594,"teacher_disagreement_score":0.8971415,"about_ca_system_score_codex":0.00047697325,"about_ca_system_score_gemma":0.00045640112,"threshold_uncertainty_score":0.9999116},"labels":[],"label_agreement":null},{"id":"W7162486954","doi":"10.15847/ciesoemcw122019","title":"Human trafficking and migration: Interview with Jacquelyn Meshelemiah","year":2019,"lang":"en","type":"other","venue":"Repositório do ISCTE-IUL","topic":"","field":"","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":"Bachelor; Work (physics); Social work; Human trafficking; State (computer science); Social assistance; Social change","score_opus":0.015494265117743189,"score_gpt":0.25786901314722993,"score_spread":0.24237474802948675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162486954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058037345,0.021807874,0.00012607462,0.0004013337,0.0004311516,0.002287815,0.00013725573,0.0017097509,0.967295],"genre_scores_gemma":[0.02989265,0.00038932875,0.0014348576,0.000397193,0.000828593,0.0001470133,0.00028727864,0.004030545,0.96259254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951357,0.00039308108,0.00086574757,0.001672484,0.0009672893,0.0009656641],"domain_scores_gemma":[0.99611056,0.000053543423,0.0012335539,0.0018698331,0.00016505734,0.00056744355],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00071781,0.0012125738,0.0014943983,0.0007661927,0.00022122829,0.00063039357,0.0006174296,0.00082181836,0.0015050928],"category_scores_gemma":[0.00006746914,0.0010133421,0.00026733713,0.00057358807,0.00027468597,0.0002525229,0.00024258418,0.0008449442,0.0028405485],"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":[0.000045105873,0.00017670708,0.0016190067,0.0015059136,0.0009912538,0.00036892275,0.0012033755,0.000016513099,0.0022968927,0.0013159718,0.9876409,0.0028194406],"study_design_scores_gemma":[0.0013338405,0.0003549736,0.0004824417,0.0064151306,0.0006379868,0.00090045435,0.0001727125,0.000048169473,0.0003422104,0.000015911199,0.9878259,0.0014703047],"about_ca_topic_score_codex":0.00071782456,"about_ca_topic_score_gemma":0.0042472878,"teacher_disagreement_score":0.024088915,"about_ca_system_score_codex":0.0003959653,"about_ca_system_score_gemma":0.00040083344,"threshold_uncertainty_score":0.99940765},"labels":[],"label_agreement":null},{"id":"W7162611000","doi":"","title":"As novas portas de Lisboa 2030: Centralidade estudantil na Amadora","year":2019,"lang":"pt","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Geological and Geophysical Studies Worldwide","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":"Context (archaeology); Face (sociological concept); Quarter (Canadian coin); The Imaginary","score_opus":0.009484121707184602,"score_gpt":0.23196876643927533,"score_spread":0.22248464473209073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162611000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9240964,0.0071992995,0.000035364454,0.0020281933,0.0040688217,0.0013133708,0.00025407516,0.00020923113,0.06079521],"genre_scores_gemma":[0.87888026,0.0012860817,0.00020259435,0.0017746264,0.0006299194,0.000019623561,0.0028222767,0.000047831578,0.11433679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915448,0.00039014764,0.0015120582,0.0020981303,0.001569248,0.0028856194],"domain_scores_gemma":[0.9951681,0.00063935784,0.0010461066,0.0010855395,0.00037717205,0.0016837612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007177199,0.0014204307,0.001857511,0.00021681307,0.0011771101,0.00077865354,0.0012312235,0.0010191218,0.0072463136],"category_scores_gemma":[0.0009044117,0.0011430553,0.0010185807,0.0011630364,0.00029132055,0.0003618872,0.00016535784,0.0016946763,0.014986451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012323302,0.0010521188,0.8972966,0.0012401053,0.001711938,0.0030260172,0.0056462293,0.0026625083,0.000822797,0.00083926175,0.02711877,0.057351295],"study_design_scores_gemma":[0.0013336878,0.0015970282,0.8924459,0.00096463953,0.0010575614,0.0002953846,0.003870234,0.0014278516,0.0019605109,0.0009208647,0.091355704,0.0027705925],"about_ca_topic_score_codex":0.022863097,"about_ca_topic_score_gemma":0.0026189606,"teacher_disagreement_score":0.06423693,"about_ca_system_score_codex":0.00009044794,"about_ca_system_score_gemma":0.0009195316,"threshold_uncertainty_score":0.99985456},"labels":[],"label_agreement":null},{"id":"W7162613586","doi":"","title":"Portuguese emigration to Canada: 1966-2016","year":2018,"lang":"pt","type":"report","venue":"Repositório do ISCTE-IUL","topic":"","field":"","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":"Portuguese; Emigration; Work (physics); Immigration","score_opus":0.020944824955757273,"score_gpt":0.27613735887243174,"score_spread":0.25519253391667446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162613586","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2884503,0.056924313,0.0012883389,0.007996187,0.06227414,0.024866289,0.016607935,0.00412299,0.5374695],"genre_scores_gemma":[0.1809229,0.003117065,0.0014858134,0.0028804194,0.016513187,0.0011435719,0.008453718,0.003981604,0.7815017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9700088,0.001113087,0.0067557627,0.006256847,0.010308107,0.0055573843],"domain_scores_gemma":[0.96903473,0.00044994,0.00633051,0.00832469,0.007828939,0.00803121],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0058649327,0.004248675,0.0048365477,0.0021839652,0.0015092455,0.001224412,0.0028331783,0.0030791268,0.002199455],"category_scores_gemma":[0.010534447,0.004324532,0.0015362723,0.0039928243,0.0005214048,0.0007413071,0.0016262231,0.0028756752,0.017949417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00046755487,0.000511388,0.008052291,0.0008601705,0.0019899234,0.008112972,0.00159678,0.000092003036,0.007742551,0.000055641856,0.9644159,0.0061028106],"study_design_scores_gemma":[0.0010473403,0.0008418326,0.01959518,0.0051255347,0.0023531045,0.007094199,0.00039612377,0.00012120602,0.006836175,0.000018282093,0.95146924,0.005101807],"about_ca_topic_score_codex":0.9359547,"about_ca_topic_score_gemma":0.96272635,"teacher_disagreement_score":0.2440322,"about_ca_system_score_codex":0.028826823,"about_ca_system_score_gemma":0.13824083,"threshold_uncertainty_score":0.9998124},"labels":[],"label_agreement":null}]}