{"meta":{"query_hash":"db0ca523224b","filters":{"topic":"Italy: Economic History and Contemporary Issues"},"cohort_total":181,"direct_labels_cover":1,"predictions_cover":181,"exported":181,"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/db0ca523224b","api":"https://metacan.xera.ac/api/v1/cohort?topic=Italy%3A+Economic+History+and+Contemporary+Issues"},"results":[{"id":"W1027648912","doi":"10.1017/cbo9781139164443.008","title":"Conclusion","year":2001,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"History","score_opus":0.03715365191060129,"score_gpt":0.17291279176595195,"score_spread":0.13575913985535065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1027648912","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":[0.00023675866,0.0021928768,0.00023694671,0.000033966004,0.00065379374,0.00028741188,0.00065834966,0.00012757526,0.9955723],"genre_scores_gemma":[0.006488825,0.00037401024,0.000026752321,0.00015198585,0.00023055861,7.684469e-7,0.000100729674,0.00006430512,0.99256206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984794,0.000010458507,0.0004434551,0.0007503164,0.00003856562,0.0002778017],"domain_scores_gemma":[0.99851507,0.00002928489,0.000572097,0.00067885633,0.00004238044,0.00016232234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016628954,0.0003783232,0.00072501786,0.000299699,0.0002544281,0.00004162941,0.00054418575,0.00045880707,0.00019040801],"category_scores_gemma":[0.0000071530067,0.00056988886,0.0003367539,0.000007354738,0.00020535449,0.00018621887,0.00028498503,0.00038430403,0.0009124395],"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":[0.000044743414,0.000008622479,0.000016419446,0.000030296023,0.00010968886,0.00023377349,0.00008345278,0.0000011522412,0.000001539534,0.92707527,0.072071254,0.00032376693],"study_design_scores_gemma":[0.0005253122,0.000047654772,0.000008370729,0.000057037556,0.000030188432,0.000011383282,0.000022830885,0.000041528892,0.0000137942925,0.00041617797,0.9982218,0.00060388603],"about_ca_topic_score_codex":0.00025909263,"about_ca_topic_score_gemma":0.000003066528,"teacher_disagreement_score":0.9266591,"about_ca_system_score_codex":0.00042884066,"about_ca_system_score_gemma":0.000047845493,"threshold_uncertainty_score":0.9998655},"labels":[],"label_agreement":null},{"id":"W134387898","doi":"","title":"Adding evidence to the Erdos-Faber-Lovasz conjecture.","year":2007,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Conjecture; Combinatorics","score_opus":0.04057486339793834,"score_gpt":0.2382929888703281,"score_spread":0.19771812547238976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W134387898","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":[0.888449,0.008478623,0.00036779465,0.0028064284,0.006865772,0.0004951166,0.000029843404,0.000115415365,0.09239198],"genre_scores_gemma":[0.9929658,0.000042535925,0.00013841664,0.0014105777,0.000083239545,0.000024045872,0.000004974931,0.000032194792,0.00529821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824536,0.00002457257,0.00068411144,0.0005363324,0.00005171585,0.0004579228],"domain_scores_gemma":[0.99853486,0.00028121847,0.0002687935,0.00071346853,0.000033858152,0.00016782418],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019781254,0.00021570202,0.00039208925,0.00018609574,0.00030700816,0.00009754776,0.0006458766,0.0001158285,0.00049342815],"category_scores_gemma":[0.0003229368,0.00021446272,0.00014824561,0.00033713898,0.00007097984,0.00041521262,0.00011256688,0.0002444265,0.0043855193],"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":[0.000034313594,0.000041010207,0.015915189,0.000010243297,0.000046666657,0.000016381442,0.0017124228,0.000015247229,0.000023534898,0.96111786,0.02016251,0.00090459],"study_design_scores_gemma":[0.00047794502,0.0001644974,0.012166106,0.00005446716,0.00000839841,0.000008741758,0.00027313206,0.00005743703,0.0004470319,0.16095912,0.82491875,0.00046436983],"about_ca_topic_score_codex":0.00020951313,"about_ca_topic_score_gemma":0.00007872624,"teacher_disagreement_score":0.8047562,"about_ca_system_score_codex":0.00024048745,"about_ca_system_score_gemma":0.0000333678,"threshold_uncertainty_score":0.9963897},"labels":[],"label_agreement":null},{"id":"W1516859891","doi":"10.1093/epolic/eiv015","title":"Managerial practices and student performance","year":2015,"lang":"en","type":"article","venue":"Economic Policy","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":59,"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":"Library science; Sociology; Political science; Computer science","score_opus":0.07145941785044578,"score_gpt":0.28121795475156014,"score_spread":0.20975853690111435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516859891","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":[0.69261825,0.0013071818,0.000009144239,0.0011202036,0.0007280501,0.00011892966,0.000035106797,0.00004162521,0.30402154],"genre_scores_gemma":[0.9866081,0.00023839247,0.00012186459,0.0004890259,0.0011039779,0.000027321705,0.0000091349575,0.000026022222,0.011376173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986527,0.000017486615,0.0005551298,0.00046922284,0.000016078477,0.00028936635],"domain_scores_gemma":[0.998681,0.00002769771,0.0007105883,0.00036418272,0.000008176331,0.0002083684],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007082796,0.0001778342,0.00038816428,0.0002680629,0.00010462769,0.00013349086,0.0002759708,0.00008014756,0.0002298001],"category_scores_gemma":[0.000086804816,0.00022663496,0.000056171095,0.000050631897,0.000098823606,0.0010001538,0.00011940532,0.00010635097,0.0043024016],"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":[0.00012835702,0.00011606181,0.18367785,0.000044207383,0.00019589807,0.0000108937165,0.007112728,0.00020879444,0.000006617371,0.78630286,0.01845021,0.0037455144],"study_design_scores_gemma":[0.0012985666,0.00015631055,0.02251706,0.0000067475357,0.0000062508266,0.00002029949,0.0005192738,0.0011320432,0.000035167202,0.012904032,0.96096265,0.0004415844],"about_ca_topic_score_codex":0.0011038699,"about_ca_topic_score_gemma":0.000047042166,"teacher_disagreement_score":0.94251245,"about_ca_system_score_codex":0.000406359,"about_ca_system_score_gemma":0.000113446986,"threshold_uncertainty_score":0.99647284},"labels":[],"label_agreement":null},{"id":"W1549454497","doi":"10.1002/9780470172223.ch16","title":"Dynamics of Competitive Interaction","year":2004,"lang":"en","type":"other","venue":"","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dynamics (music); Competitive advantage; Computer science; Microprocessor; Data science; Sociology; Business; Marketing","score_opus":0.019333925323268032,"score_gpt":0.2060094109079713,"score_spread":0.1866754855847033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549454497","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":[0.00006650238,0.0017285265,0.0011863625,0.0001354861,0.0009082178,0.00015224384,0.00044743,0.00007452196,0.9953007],"genre_scores_gemma":[0.07650797,0.00013817014,0.00033514906,0.0000690845,0.00012935532,0.000008674395,0.00018145617,0.00018037863,0.92244977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907565,0.0000056263134,0.00047636154,0.00031629502,0.000012605546,0.000113460235],"domain_scores_gemma":[0.9989753,0.000011269939,0.0006830314,0.00028822635,0.000008950431,0.000033256703],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000090384485,0.00017173917,0.0005521914,0.00037642987,0.000016159132,0.000011020077,0.00016806232,0.00020011213,0.019552479],"category_scores_gemma":[0.000009970053,0.00021701344,0.00014198045,0.00005817432,0.000072584815,0.00008755064,0.000027022308,0.0001230868,0.0027201315],"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":[0.000006044908,0.00005301898,0.0003940144,0.00006138621,0.000100119796,0.0000021874584,0.0001315384,0.000004036253,2.502768e-7,0.9481712,0.050929133,0.0001470809],"study_design_scores_gemma":[0.0002676507,0.000045640656,0.000034490306,0.000104254344,0.0000050318654,0.0000015674138,0.00023940639,0.0000946094,0.000011720824,0.012855725,0.9860769,0.00026302368],"about_ca_topic_score_codex":0.0017958569,"about_ca_topic_score_gemma":0.0012822212,"teacher_disagreement_score":0.9353155,"about_ca_system_score_codex":0.00025865468,"about_ca_system_score_gemma":0.00002564456,"threshold_uncertainty_score":0.99805635},"labels":[],"label_agreement":null},{"id":"W1573620900","doi":"10.1093/ej/ueaa117","title":"Coal and the European Industrial Revolution","year":2014,"lang":"en","type":"article","venue":"The Economic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":14,"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":"Université de Strasbourg; European Commission; Queen's University; University of Warwick","keywords":"Coal; Industrial Revolution; Political science; Petroleum engineering; Engineering; Waste management; Law","score_opus":0.034534036454417674,"score_gpt":0.1829884760791601,"score_spread":0.14845443962474242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573620900","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":[0.4916388,0.004801402,0.0011428784,0.0076933457,0.0030240568,0.00022422598,0.000023158733,0.000030569816,0.49142155],"genre_scores_gemma":[0.99281484,0.00023441082,0.00002133023,0.00049729395,0.002488224,0.0000039032684,0.000002077648,0.000021233704,0.0039166952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985528,0.00028674587,0.0007005021,0.00022201639,0.000015142514,0.00022281246],"domain_scores_gemma":[0.99883777,0.00015118206,0.0005969395,0.00032688654,0.0000073307588,0.000079903424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065011373,0.0001381054,0.00033239712,0.00010216876,0.000588714,0.00020041152,0.00043437563,0.000053460608,0.0002895307],"category_scores_gemma":[0.00010294487,0.000098028955,0.00013629295,0.000030186879,0.0003422501,0.00031885412,0.000076864046,0.00041487522,0.0016293228],"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":[0.00017691562,0.000014103645,0.008022307,0.0000027666133,0.00014369245,0.0000025622357,0.002262059,0.00034336766,0.0000019627746,0.9362585,0.046229906,0.006541867],"study_design_scores_gemma":[0.0033510586,0.000058808644,0.003685338,0.000009023983,0.000015867772,0.00016783582,0.00029457003,0.003485973,0.0000035035093,0.108154066,0.88054645,0.00022751756],"about_ca_topic_score_codex":0.00008855309,"about_ca_topic_score_gemma":0.000014334979,"teacher_disagreement_score":0.83431655,"about_ca_system_score_codex":0.00017658781,"about_ca_system_score_gemma":0.000031297714,"threshold_uncertainty_score":0.999148},"labels":[],"label_agreement":null},{"id":"W1586317755","doi":"10.2139/ssrn.1029761","title":"Kauffman Firm Survey: Audio of Presentation","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Presentation (obstetrics); Business; Computer science; Medicine","score_opus":0.02623985445910119,"score_gpt":0.2325516040227084,"score_spread":0.20631174956360723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586317755","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":[0.9387685,0.012311008,0.01430293,0.00014223105,0.0005579759,0.00010904917,0.000025327567,0.000017083197,0.03376589],"genre_scores_gemma":[0.9906558,0.00072086655,0.000056493052,0.000039833216,0.00018186643,0.0000014282758,0.000015863692,0.000019045883,0.008308822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979354,0.000030949945,0.0007765729,0.00021438008,0.00003701244,0.0010056455],"domain_scores_gemma":[0.99901545,0.00006592957,0.0006182651,0.00019146518,0.00004397401,0.00006490281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055886554,0.000117661955,0.00031317063,0.0002489152,0.000118808835,0.000022041235,0.00024995123,0.000079827056,0.00018201559],"category_scores_gemma":[0.000092975424,0.00014051191,0.00013221393,0.00015182658,0.000051274958,0.0003572815,0.000018554685,0.0005683696,0.00020564436],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014712119,0.000115684015,0.33479336,0.000010832548,0.00022800268,0.000003815158,0.0008068687,0.00002632642,0.00006163471,0.659294,0.000760333,0.00375202],"study_design_scores_gemma":[0.002010183,0.0007503377,0.30032337,0.000021331436,0.000018476643,0.00015807299,0.002056746,0.00014446242,0.00044793545,0.6238934,0.06952479,0.0006509121],"about_ca_topic_score_codex":0.000557742,"about_ca_topic_score_gemma":0.0021349273,"teacher_disagreement_score":0.06876445,"about_ca_system_score_codex":0.00057645806,"about_ca_system_score_gemma":0.0002627921,"threshold_uncertainty_score":0.57299095},"labels":[],"label_agreement":null},{"id":"W1600511898","doi":"","title":"The limits of statistical information: How important are GDP revisions in Italy?","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":4,"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":"Gross domestic product; Real gross domestic product; National accounts; Quarter (Canadian coin); Economics; GDP deflator; Econometrics; Macroeconomics; Public economics; Geography","score_opus":0.05478827341270593,"score_gpt":0.28982451481706906,"score_spread":0.23503624140436313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600511898","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":[0.40651965,0.011834661,0.000060696544,0.0046315915,0.002604027,0.0028781937,0.0034643977,0.000051409254,0.5679554],"genre_scores_gemma":[0.9751095,0.02003625,0.0003364994,0.000116654795,0.00009571689,0.00026954288,0.00015174647,0.00005098313,0.003833062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956123,0.00019198758,0.0025127267,0.00080358796,0.00009632667,0.0007830489],"domain_scores_gemma":[0.9960693,0.0007833715,0.0014112524,0.0014494135,0.000103932725,0.00018269844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048052566,0.00037248107,0.0011838342,0.00082514156,0.00022864735,0.0002774174,0.0009988494,0.0004391299,0.00020511623],"category_scores_gemma":[0.0019476395,0.00039878863,0.00024960522,0.00022406814,0.0005076585,0.0005221667,0.0004178771,0.0015964097,0.0000808789],"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":[0.0005481735,0.0008383509,0.3213757,0.0015316354,0.00061975437,0.00016321505,0.0052722534,0.002959505,0.0000065218455,0.52632713,0.009452475,0.13090526],"study_design_scores_gemma":[0.0014074012,0.00019212479,0.047762677,0.0004894447,0.000008732104,0.0000119091255,0.0029806183,0.006675578,0.000023019937,0.055696514,0.8835944,0.0011575982],"about_ca_topic_score_codex":0.00011242247,"about_ca_topic_score_gemma":0.00055031345,"teacher_disagreement_score":0.87414193,"about_ca_system_score_codex":0.0010262328,"about_ca_system_score_gemma":0.0004437299,"threshold_uncertainty_score":0.9998464},"labels":[],"label_agreement":null},{"id":"W1601096778","doi":"10.1596/1813-9450-3032","title":"Information Diffusion in International Markets","year":2003,"lang":"en","type":"book","venue":"World Bank, Washington, DC eBooks","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":4,"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":"Diffusion; Business; Physics; Thermodynamics","score_opus":0.014579050413662283,"score_gpt":0.18942772938316527,"score_spread":0.17484867896950299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601096778","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":[0.0039091893,0.0010320679,0.00005314324,0.0002362119,0.0033390052,0.00045591843,0.00023056933,0.00008436987,0.99065953],"genre_scores_gemma":[0.039276134,0.00007731087,0.00013276139,0.0010443601,0.00033957578,0.00006422291,0.0005365078,0.00007339173,0.95845574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711245,0.000037027865,0.0017751064,0.0005586495,0.00009690687,0.0004198275],"domain_scores_gemma":[0.9979252,0.00007813044,0.0012024695,0.00063277775,0.000048101912,0.00011328824],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009788576,0.00050512626,0.00085886335,0.0017195196,0.00014405292,0.00023607642,0.0007269126,0.00040300708,0.0026842514],"category_scores_gemma":[0.0000789028,0.00066619413,0.00029034936,0.00008062464,0.0001050508,0.00087893975,0.00014904467,0.0007496277,0.0027345873],"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":[0.00015238178,0.00009958778,0.004047255,0.00020387633,0.0002074328,0.000036758807,0.0051917676,0.000016720898,0.0000034319505,0.6891923,0.28958118,0.0112673],"study_design_scores_gemma":[0.00076866936,0.000017544358,0.0007725586,0.00018588633,0.00000736664,0.00000432458,0.000048776332,0.000105086685,0.000010211481,0.051109146,0.9463098,0.000660623],"about_ca_topic_score_codex":0.00009482396,"about_ca_topic_score_gemma":0.00032653968,"teacher_disagreement_score":0.6567286,"about_ca_system_score_codex":0.0012702842,"about_ca_system_score_gemma":0.0001960772,"threshold_uncertainty_score":0.99957895},"labels":[],"label_agreement":null},{"id":"W1767075324","doi":"10.1427/19762","title":"I cambiamenti di lungo periodo nelle diseguaglianze di reddito nei paesi industrializzati","year":2004,"lang":"it","type":"article","venue":"Rivista italiana degli economisti","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":4,"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":"Quarter (Canadian coin); Economics; Inequality; Income distribution; Distribution (mathematics); Economic inequality; Demographic economics; Geography","score_opus":0.03104746063168639,"score_gpt":0.21363899266944572,"score_spread":0.18259153203775932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1767075324","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":[0.75537467,0.017032813,0.0014828753,0.0044919583,0.012405024,0.0024181243,0.0067806575,0.0004288303,0.19958507],"genre_scores_gemma":[0.8979452,0.0005982183,0.00016459635,0.0006373251,0.0025324638,0.00017423231,0.0007437385,0.00036200735,0.09684218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99020547,0.00014649103,0.0041251094,0.0032921624,0.00015573594,0.002075043],"domain_scores_gemma":[0.9929389,0.00016117471,0.0026280964,0.0029334596,0.000115767645,0.0012226027],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0012519677,0.0016759346,0.003037393,0.0007918297,0.0012429521,0.0017031233,0.0018996088,0.0011481134,0.006691658],"category_scores_gemma":[0.00037276273,0.0023882284,0.0012962179,0.000619405,0.000845012,0.00230764,0.00048625784,0.0010798024,0.011449993],"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":[0.0012375772,0.0037356575,0.20832866,0.0011139257,0.004753948,0.0010268586,0.015534274,0.007940125,0.00011062267,0.5861583,0.16484837,0.0052117114],"study_design_scores_gemma":[0.00758955,0.00065370544,0.015939763,0.00038868413,0.00026356807,0.000044958844,0.0021410906,0.0016272282,0.00026521282,0.009458739,0.9574626,0.004164903],"about_ca_topic_score_codex":0.0037204602,"about_ca_topic_score_gemma":0.0004826206,"teacher_disagreement_score":0.7926142,"about_ca_system_score_codex":0.003428171,"about_ca_system_score_gemma":0.00077393465,"threshold_uncertainty_score":0.99959874},"labels":[],"label_agreement":null},{"id":"W1878381481","doi":"","title":"Ship building and repairing in Italy, 1861-1913: national and regional time series","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); Extant taxon; Geography; Series (stratigraphy); Unification; Product (mathematics); Gross Regional Product; Economy; Regional science; Archaeology; Economics; Mathematics; Geology","score_opus":0.06205805280367555,"score_gpt":0.2776970530660314,"score_spread":0.21563900026235583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1878381481","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":[0.8361885,0.00392417,0.0000017672097,0.00068944937,0.00023217223,0.0004664748,0.00014122063,0.00004231157,0.15831392],"genre_scores_gemma":[0.97069746,0.016937153,0.0010527421,0.0001458357,0.00028601656,0.00017859771,0.000083863764,0.00008369927,0.010534653],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628943,0.000108147615,0.0013082029,0.0015426041,0.000087077795,0.0006645355],"domain_scores_gemma":[0.99840844,0.0003678332,0.00042246032,0.0005559602,0.000056059533,0.00018925733],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002872238,0.00039722567,0.0009787205,0.0013085611,0.00024653866,0.00017662295,0.00044319493,0.0005078598,0.0001462513],"category_scores_gemma":[0.00045853746,0.0005666936,0.00014414017,0.00013868175,0.0006066548,0.00060026563,0.0007879093,0.0012643451,0.00006709797],"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":[0.0012219775,0.0008416079,0.6743286,0.0015832409,0.0008559964,0.00063396106,0.0147835575,0.011662664,0.00013894608,0.24584877,0.0041325237,0.043968126],"study_design_scores_gemma":[0.004275214,0.00041392812,0.16644509,0.0011676345,0.000012063928,0.00040993467,0.0016471014,0.040068112,0.000075046584,0.17879389,0.6026304,0.00406158],"about_ca_topic_score_codex":0.0002719697,"about_ca_topic_score_gemma":0.00025074754,"teacher_disagreement_score":0.59849787,"about_ca_system_score_codex":0.0011696115,"about_ca_system_score_gemma":0.00030729,"threshold_uncertainty_score":0.99967843},"labels":[],"label_agreement":null},{"id":"W1888108306","doi":"10.2139/ssrn.1014369","title":"Risk Aversion and Schooling Decisions","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Endogeneity; Risk aversion (psychology); Economics; Ambiguity aversion; Investment (military); Econometrics; Time consistency; Investment decisions; Actuarial science; Expected utility hypothesis; Microeconomics; Financial economics; Behavioral economics; Computer science","score_opus":0.013758639106630704,"score_gpt":0.20532252017501246,"score_spread":0.19156388106838176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1888108306","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":[0.91614395,0.03033272,0.032140214,0.00018444794,0.00042713026,0.00006705433,0.000008673316,0.000023244043,0.02067259],"genre_scores_gemma":[0.98619276,0.009932004,0.00023574199,0.0000796476,0.00024579582,7.1001847e-7,0.0000020215023,0.00001730539,0.0032939822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998066,0.000015117401,0.0005117903,0.00025719806,0.000027586879,0.0011222806],"domain_scores_gemma":[0.99925965,0.00008017029,0.0003564875,0.00016180857,0.000019580879,0.0001222759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004159109,0.00012007684,0.00023355026,0.00027576747,0.00043491638,0.00005702168,0.000173007,0.00008608969,0.0001014944],"category_scores_gemma":[0.00018362606,0.00013567788,0.000102142505,0.000099743884,0.000041196203,0.00040937786,0.000032613323,0.0010724028,0.00043586045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009510287,0.000046931356,0.104327396,0.0000020299562,0.00014514723,0.000010769919,0.00065225165,0.000022469996,0.000019131518,0.86645275,0.00038189036,0.027844122],"study_design_scores_gemma":[0.0009396793,0.00020252352,0.009134457,0.000015626387,0.000012606841,0.0002142077,0.0022436278,0.00020057845,0.000026842821,0.8472931,0.13940363,0.00031316097],"about_ca_topic_score_codex":0.00013217522,"about_ca_topic_score_gemma":0.00028560933,"teacher_disagreement_score":0.13902172,"about_ca_system_score_codex":0.0006001075,"about_ca_system_score_gemma":0.00015735118,"threshold_uncertainty_score":0.56022495},"labels":[],"label_agreement":null},{"id":"W1889127777","doi":"10.17016/feds.2015.029","title":"Inflation Expectations and Recovery from the Depression in 1933: Evidence from the Narrative Record","year":2015,"lang":"en","type":"article","venue":"Finance and Economics Discussion Series","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":17,"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":"Narrative; Inflation (cosmology); Great Depression; Quarter (Canadian coin); Keynesian economics; Depression (economics); Economics; Business cycle; History; Psychology; Monetary economics; Literature; Art","score_opus":0.05184285695343611,"score_gpt":0.22677113294576973,"score_spread":0.17492827599233363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1889127777","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":[0.97555315,0.011896957,0.00006703611,0.010330676,0.0005283492,0.00022393487,0.00017911925,0.000015313035,0.0012054552],"genre_scores_gemma":[0.99488187,0.0031228412,0.00030244622,0.00046623038,0.00019628482,0.00007874839,0.000055146505,0.00001602561,0.0008803852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986681,0.000057091558,0.000584639,0.0005042251,0.000018431056,0.0001675294],"domain_scores_gemma":[0.99889773,0.00026996667,0.0003844825,0.00037866508,0.000016668675,0.000052496496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003978225,0.00018089086,0.00033573483,0.00005056633,0.00033159248,0.00017064571,0.00021559761,0.000102916536,0.000061822815],"category_scores_gemma":[0.00018079531,0.000115220435,0.000049036855,0.00008112375,0.00016894219,0.0019374458,0.00012313738,0.00016446304,0.00007297981],"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":[0.00049793755,0.00003889542,0.8044085,0.000005975497,0.000050734172,0.000002939079,0.1641183,0.00030272242,0.00001494725,0.007840883,0.009587451,0.013130717],"study_design_scores_gemma":[0.0011603178,0.00015397902,0.5578127,0.00029125364,0.000013659905,0.0000032499356,0.063175775,0.0022835815,0.00010050093,0.1454182,0.22892796,0.0006588202],"about_ca_topic_score_codex":0.0017202961,"about_ca_topic_score_gemma":0.0034788554,"teacher_disagreement_score":0.24659579,"about_ca_system_score_codex":0.000092643844,"about_ca_system_score_gemma":0.000038907863,"threshold_uncertainty_score":0.4698553},"labels":[],"label_agreement":null},{"id":"W1904230933","doi":"10.3917/droz.bonin.2008.01.0009","title":"American Firms in Europe (1880-1980)","year":2008,"lang":"fr","type":"book-chapter","venue":"Publications d'histoire économique et sociale internationale","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Political science; Business","score_opus":0.0670512794047706,"score_gpt":0.2358703123886933,"score_spread":0.1688190329839227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904230933","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":[0.026864186,0.0072213328,0.0006374036,0.040042605,0.002952447,0.0008536622,0.0022498597,0.00017184856,0.91900665],"genre_scores_gemma":[0.24067536,0.006472692,0.0009905811,0.002077285,0.0007022424,0.00039553785,0.0018057257,0.0002078017,0.74667275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949574,0.0001127461,0.0025848288,0.0016517345,0.00008265006,0.0006106368],"domain_scores_gemma":[0.994864,0.0004983447,0.002877009,0.0010472415,0.00047381571,0.00023959103],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009181973,0.000770572,0.0014885175,0.0016287364,0.0006460477,0.00025645545,0.0013773878,0.00051935116,0.0046539037],"category_scores_gemma":[0.0006988781,0.0012457937,0.0005112392,0.00039923217,0.0019173317,0.0015372443,0.00027041993,0.0010589903,0.0056194114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023326504,0.0003232848,0.024237933,0.000032738782,0.0002554339,0.000018072467,0.0014304178,0.00011626934,0.0000013412161,0.940697,0.02017862,0.012685537],"study_design_scores_gemma":[0.00063001027,0.000074378935,0.022348896,0.00009981838,0.000016951157,0.000027349335,0.00008035432,0.0005180284,0.0000025197612,0.015974652,0.9591374,0.0010896664],"about_ca_topic_score_codex":0.004929615,"about_ca_topic_score_gemma":0.008250142,"teacher_disagreement_score":0.93895876,"about_ca_system_score_codex":0.0039002413,"about_ca_system_score_gemma":0.0009082959,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W1959657618","doi":"","title":"IPR-beachheads. Babcock & Wilcox's business and innovation strategies in Spain","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","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":"Multinational corporation; Lagging; Business; Subsidiary; International business; Quarter (Canadian coin); Market economy; International trade; Industrial organization; Commerce; Management; Economics; Finance","score_opus":0.07854750250014801,"score_gpt":0.29797515351007003,"score_spread":0.219427651009922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959657618","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":[0.6997712,0.002648752,0.000012507423,0.00062589184,0.0006806316,0.00071423006,0.00016208834,0.00004316659,0.2953415],"genre_scores_gemma":[0.9895977,0.0041720592,0.0003344228,0.00011129526,0.00028950148,0.0002605418,0.00025265658,0.00009661469,0.0048852297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952605,0.00017363114,0.0020008122,0.0016236376,0.00007884189,0.0008625755],"domain_scores_gemma":[0.99768186,0.00020331166,0.00067457074,0.0010941054,0.00018188542,0.0001642999],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005836486,0.0005058307,0.0013045213,0.003162235,0.00013519896,0.00041346197,0.0007416812,0.0007538948,0.0001574496],"category_scores_gemma":[0.000615903,0.0006936541,0.000097710625,0.00074741157,0.00043816626,0.00082898606,0.0007760627,0.001713662,0.00009791406],"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":[0.0006901759,0.0010613485,0.25192136,0.001627691,0.00037012235,0.00025962427,0.011020234,0.02063533,0.000059924332,0.54798156,0.0015200169,0.16285263],"study_design_scores_gemma":[0.004236809,0.00029514596,0.096688315,0.0007716269,0.0000103394195,0.000026544898,0.007569532,0.02606913,0.000022263635,0.375804,0.4854352,0.0030711037],"about_ca_topic_score_codex":0.0010835049,"about_ca_topic_score_gemma":0.0013450761,"teacher_disagreement_score":0.48391515,"about_ca_system_score_codex":0.0017367668,"about_ca_system_score_gemma":0.00086637394,"threshold_uncertainty_score":0.9995515},"labels":[],"label_agreement":null},{"id":"W1977500253","doi":"10.1920/wp.cem.2014.1114","title":"Nonparametric estimation of finite mixtures","year":2013,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":8,"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":"Core Research for Evolutional Science and Technology; Economic and Social Research Council; Université de Montréal; Vanderbilt University","keywords":"Nonparametric statistics; Estimation; Econometrics; Applied mathematics; Mathematics; Computer science; Statistics; Economics","score_opus":0.025463817505667022,"score_gpt":0.2210088947864274,"score_spread":0.19554507728076037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977500253","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":[0.84048307,0.019696565,0.0020043824,0.00022107906,0.005773613,0.00094082433,0.0011366641,0.0001705279,0.1295733],"genre_scores_gemma":[0.9866538,0.00036580136,0.0032267668,0.0002503359,0.00041948532,0.0002484517,0.0003001861,0.00011434501,0.008420801],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9948289,0.00008735747,0.0028092167,0.0015430568,0.000093749426,0.00063771044],"domain_scores_gemma":[0.9942708,0.00044893383,0.003150535,0.0017276879,0.00012369337,0.00027835197],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00103447,0.000816602,0.0022050666,0.0017420568,0.00019997518,0.00018236798,0.0011053681,0.0009878839,0.0068732365],"category_scores_gemma":[0.00060264894,0.0010662382,0.00082052307,0.0003391902,0.00055127137,0.0006944519,0.00045438393,0.0010092056,0.0064148884],"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":[0.000116047515,0.0008854851,0.74421555,0.0016122892,0.0016055609,0.00004255072,0.0038577558,0.015118267,0.000038056103,0.1637456,0.06439355,0.0043693036],"study_design_scores_gemma":[0.007109803,0.0011192019,0.14198042,0.0018041336,0.000513987,0.00012386701,0.0006972842,0.12802932,0.0029502737,0.35299975,0.35077295,0.01189901],"about_ca_topic_score_codex":0.0008401268,"about_ca_topic_score_gemma":0.00003349689,"teacher_disagreement_score":0.6022351,"about_ca_system_score_codex":0.0005989871,"about_ca_system_score_gemma":0.00034669708,"threshold_uncertainty_score":0.99917877},"labels":[],"label_agreement":null},{"id":"W1981737219","doi":"10.1080/09557570500114236","title":"“Who's Afraid of Arthur Burns?” The NBER and the Foundations","year":2005,"lang":"en","type":"article","venue":"Journal of the History of Economic Thought","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Reputation; Developing country; Drama; Criticism; Function (biology); Economics; Political science; Business; Economic growth; Law; Literature; Art","score_opus":0.02914842458786464,"score_gpt":0.20740979753283803,"score_spread":0.17826137294497338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981737219","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":[0.7138266,0.07725136,0.00023534852,0.016908037,0.007996389,0.00046436326,0.00008552922,0.000010049343,0.18322232],"genre_scores_gemma":[0.95449305,0.00053281133,0.00016211052,0.0004586264,0.00054021657,0.0000048066568,5.7648606e-7,0.000019586147,0.043788206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809694,0.00009058934,0.0014538555,0.00017225799,0.000036636615,0.00014970066],"domain_scores_gemma":[0.9964108,0.0002556123,0.0026818605,0.0005602095,0.000042420397,0.000049100658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019833497,0.00015560171,0.0006762313,0.00014457165,0.0001563371,0.000019680176,0.0007446544,0.000072848314,0.00066215993],"category_scores_gemma":[0.00010648201,0.00010003672,0.00046619805,0.00004857746,0.0011279646,0.00047897044,0.00008340919,0.00026591972,0.000073225965],"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":[0.000375351,0.000118002834,0.00409867,0.0000399358,0.0005129093,0.0000011579067,0.0124202585,0.0014041476,0.000054184704,0.8608772,0.118135594,0.0019625619],"study_design_scores_gemma":[0.0012913601,0.000045288714,0.0016682923,0.000027882461,0.00004290229,0.000035509787,0.00026100862,0.00049812294,0.000055569133,0.015815776,0.9801322,0.00012608338],"about_ca_topic_score_codex":0.000051315506,"about_ca_topic_score_gemma":0.00008150646,"teacher_disagreement_score":0.8619966,"about_ca_system_score_codex":0.0005697243,"about_ca_system_score_gemma":0.00017532402,"threshold_uncertainty_score":0.7250187},"labels":[],"label_agreement":null},{"id":"W2002048901","doi":"10.2139/ssrn.879838","title":"Short-Term Forecasting: Projecting Italian GDP, One Quarter to Two Years Ahead","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bayesian vector autoregression; Econometrics; Quarter (Canadian coin); Term (time); Economics; Industrial production; Econometric model; Real gross domestic product; Bayesian probability; Bridge (graph theory); Production (economics); Horizon; Macroeconomics; Statistics; Mathematics; Geography","score_opus":0.05482536706170256,"score_gpt":0.24405917628117194,"score_spread":0.18923380921946936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002048901","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":[0.9592425,0.0026049,0.0028501686,0.00076387095,0.0005514184,0.00024496668,0.000011918965,0.000048759543,0.03368146],"genre_scores_gemma":[0.9883958,0.00021454075,0.00016569626,0.00018722523,0.0007462016,0.000017695516,0.000007162242,0.000049074763,0.0102165695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99678725,0.00002813506,0.0007976777,0.000463962,0.00005403642,0.0018689517],"domain_scores_gemma":[0.99919105,0.0000242994,0.0002880405,0.00029387116,0.000032512715,0.00017023904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017984108,0.00022104595,0.00044324904,0.00037925536,0.00026784575,0.00014145458,0.00038433887,0.00008735329,0.00021199315],"category_scores_gemma":[0.0000526398,0.000281779,0.00020093571,0.00023366245,0.000033433917,0.0005433083,0.000040645355,0.00097241683,0.00087017973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003831871,0.0005583724,0.40320066,0.000026759446,0.00090463524,0.00016402244,0.010517313,0.00017877582,0.00019155163,0.47941813,0.0025134266,0.10194317],"study_design_scores_gemma":[0.005284497,0.0035826273,0.035037834,0.00026399145,0.00009744133,0.003647355,0.012993937,0.0017109343,0.00011578706,0.534664,0.39888778,0.0037138285],"about_ca_topic_score_codex":0.0001737722,"about_ca_topic_score_gemma":0.0010835059,"teacher_disagreement_score":0.39637434,"about_ca_system_score_codex":0.0011725412,"about_ca_system_score_gemma":0.00025608702,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W2049589198","doi":"10.7202/1007931ar","title":"Le temps de la périphérie","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.019874186377793503,"score_gpt":0.235004805897912,"score_spread":0.2151306195201185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049589198","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":[0.67877,0.02305247,0.007725679,0.07157033,0.0028506946,0.00036637284,0.0004512645,0.00014104643,0.21507214],"genre_scores_gemma":[0.679045,0.019429864,0.007033644,0.0014293107,0.0013447773,0.00011487584,0.00014967499,0.000094482224,0.29135835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689096,0.00061295467,0.0010869632,0.00071169186,0.000047909292,0.00064952107],"domain_scores_gemma":[0.9934676,0.0046688262,0.00084299187,0.0006029602,0.0000686333,0.00034897763],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0038255085,0.00039877024,0.00060734636,0.00042023743,0.00015681586,0.00035415817,0.00051333546,0.00055661396,0.0025238479],"category_scores_gemma":[0.0027219383,0.0006368457,0.00039098086,0.00012328921,0.0003465014,0.001783272,0.00018220903,0.00079750625,0.0029692387],"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":[0.000059426777,0.0007595586,0.22399828,0.00011589949,0.0002450396,0.00004239373,0.003337047,0.004995821,0.000030292387,0.7318458,0.020941509,0.01362891],"study_design_scores_gemma":[0.0011069014,0.000038465954,0.0576309,0.00027084633,0.00003143334,0.00025432487,0.00024299258,0.0045100707,0.00010207993,0.029084984,0.9061225,0.00060448184],"about_ca_topic_score_codex":0.0010467974,"about_ca_topic_score_gemma":0.000114732036,"teacher_disagreement_score":0.885181,"about_ca_system_score_codex":0.0014517575,"about_ca_system_score_gemma":0.0003625952,"threshold_uncertainty_score":0.9996083},"labels":[],"label_agreement":null},{"id":"W2057363883","doi":"10.1016/j.ijforecast.2014.05.003","title":"Markov-switching mixed-frequency VAR models","year":2014,"lang":"en","type":"article","venue":"International Journal of Forecasting","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Econometrics; Inference; Business cycle; Markov chain Monte Carlo; Markov chain; Monte Carlo method; Sample (material); Vector autoregression; Sampling (signal processing); Computer science; Mathematics; Economics; Statistics; Artificial intelligence; Macroeconomics; Telecommunications","score_opus":0.05233574697476035,"score_gpt":0.2176897034229946,"score_spread":0.16535395644823425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057363883","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":[0.65770906,0.0013870508,0.11464375,0.0008615864,0.0048237434,0.000057161968,0.000023597435,0.000021073156,0.22047298],"genre_scores_gemma":[0.9928449,0.000023325623,0.0054525575,0.00022398596,0.00092487904,0.0000015218258,0.000003485065,0.000019173101,0.0005061889],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985315,0.000021961569,0.0010274353,0.00018011889,0.00007514647,0.00016382725],"domain_scores_gemma":[0.9983857,0.00009936776,0.0011630326,0.0001260565,0.00014910073,0.000076720935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012621345,0.000122056,0.00031480874,0.00033455598,0.000074713855,0.00009210497,0.00053900096,0.000057869103,0.0001961301],"category_scores_gemma":[0.00030313712,0.00013703294,0.00019726176,0.000052758092,0.000024025196,0.0010256437,0.000047640428,0.00021064488,0.00008452624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013188967,0.00017153556,0.036137104,0.00003108901,0.0006003183,0.00014087543,0.0034716283,0.006019141,0.00024333308,0.8700966,0.0025870113,0.080369435],"study_design_scores_gemma":[0.0017879659,0.00025568262,0.0016310853,0.00025304602,0.000017052726,0.0005640778,0.00030473224,0.18516667,0.00021457952,0.73680633,0.07242616,0.0005726254],"about_ca_topic_score_codex":0.000054658514,"about_ca_topic_score_gemma":0.000007869254,"teacher_disagreement_score":0.33513582,"about_ca_system_score_codex":0.000166097,"about_ca_system_score_gemma":0.00002802232,"threshold_uncertainty_score":0.55880415},"labels":[],"label_agreement":null},{"id":"W2071041269","doi":"10.1007/s12122-002-1039-x","title":"Technological change and industrial relations","year":2002,"lang":"en","type":"article","venue":"Journal of Labor Research","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Technological change; Industrial relations; Economic geography; Economics; Business; Industrial organization; Management; Macroeconomics","score_opus":0.49470589526368236,"score_gpt":0.3254055495375675,"score_spread":0.16930034572611485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071041269","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":[0.9226475,0.022150401,0.000024532563,0.013717304,0.0002887338,0.00016394586,0.000035821133,0.000013186259,0.04095857],"genre_scores_gemma":[0.9937249,0.000705368,0.00013188587,0.000058294998,0.00035999017,0.000006690078,4.7213433e-7,0.0000080277,0.0050044074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990765,0.00004941346,0.00048651223,0.00014007124,0.000056134886,0.0001913746],"domain_scores_gemma":[0.99934363,0.000114661896,0.00022717883,0.00014074736,0.00008339867,0.000090371424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019931993,0.00005994142,0.00024395113,0.000538512,0.00014522755,0.000051172043,0.00020281994,0.00014553954,0.0015211848],"category_scores_gemma":[0.00054260273,0.000059002603,0.0000505142,0.0003107954,0.00024699594,0.00042362037,0.000049115246,0.0006343604,0.0004358587],"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":[0.000088722736,0.00036670495,0.19485037,0.000016792628,0.000120426186,0.00018635602,0.0034977635,0.0000022533766,0.000062571635,0.704428,0.07003071,0.026349312],"study_design_scores_gemma":[0.00071104476,0.00031987845,0.0049394397,0.000022784912,0.0000021336843,0.00003768599,0.00035389184,0.000156477,0.000026334272,0.018959602,0.9743665,0.00010424472],"about_ca_topic_score_codex":0.000015249188,"about_ca_topic_score_gemma":0.0000025850684,"teacher_disagreement_score":0.9043358,"about_ca_system_score_codex":0.000095796735,"about_ca_system_score_gemma":0.000013212028,"threshold_uncertainty_score":0.99939156},"labels":[],"label_agreement":null},{"id":"W2082987084","doi":"10.1016/s1775-8785(04)93453-4","title":"Risques émergents en entreprise : le cas de la légionellose","year":2004,"lang":"fr","type":"article","venue":"Archives des maladies professionnelles et de médecine du travail/Archives des maladies professionnelles et de l'environnement","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDG Environnement","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.016025443823152064,"score_gpt":0.25453399952432737,"score_spread":0.2385085557011753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082987084","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":[0.8225923,0.071663655,0.017586693,0.011452321,0.0018858607,0.0020267859,0.0005555904,0.00035207998,0.071884714],"genre_scores_gemma":[0.76891005,0.1214919,0.029871855,0.0014486047,0.00072258594,0.00073804264,0.0002741065,0.0004082285,0.076134615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98517275,0.004742559,0.0034074793,0.0028212564,0.00032657417,0.0035293829],"domain_scores_gemma":[0.99127144,0.003535087,0.0018168462,0.0019978257,0.0000618592,0.0013169518],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.00387419,0.0021604279,0.0025267336,0.0013390641,0.0033155004,0.00044255063,0.0022905353,0.00090423686,0.0031519053],"category_scores_gemma":[0.0009448948,0.002421764,0.0013835876,0.0005147632,0.0061461097,0.0015618787,0.0021057464,0.0026194814,0.0006223281],"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":[0.0017263354,0.0071889185,0.40920252,0.003560381,0.0019000378,0.00082356745,0.2691918,0.008324209,0.0023240254,0.2773959,0.004749604,0.013612685],"study_design_scores_gemma":[0.010084496,0.0011401332,0.49184993,0.008188347,0.00038021937,0.00040949744,0.071991354,0.0029742236,0.0018303054,0.35349053,0.05451002,0.0031509493],"about_ca_topic_score_codex":0.0011383072,"about_ca_topic_score_gemma":0.0010152147,"teacher_disagreement_score":0.19720045,"about_ca_system_score_codex":0.0016241126,"about_ca_system_score_gemma":0.0012944913,"threshold_uncertainty_score":0.99968153},"labels":[],"label_agreement":null},{"id":"W20851722","doi":"10.1016/j.virusres.2010.09.005","title":"Italia, de nuevo, en el centro del mundo","year":2012,"lang":"en","type":"article","venue":"Política exterior","topic":"Italy: Economic History and Contemporary Issues","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":"Canadian Institutes of Health Research","keywords":"Humanities; Political science; Art","score_opus":0.022655108938445707,"score_gpt":0.24749296178841523,"score_spread":0.22483785284996952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W20851722","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":[0.87603116,0.011407879,0.0014090877,0.0011153119,0.001531554,0.00022423254,0.00015953855,0.00010967946,0.10801154],"genre_scores_gemma":[0.9897376,0.00007601611,0.00094086694,0.00080386194,0.00062290824,0.00003991203,0.000014468506,0.00004343278,0.0077209533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984269,0.000031542262,0.00054674176,0.00032173988,0.000024989871,0.00064808613],"domain_scores_gemma":[0.999028,0.000053640128,0.00020451797,0.00044731208,0.000010709347,0.0002558169],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005734397,0.00020038811,0.00040265647,0.00014260899,0.00013028987,0.000056029385,0.00030036308,0.0001258199,0.001987218],"category_scores_gemma":[0.00009732104,0.00025105098,0.00016515004,0.000086653235,0.000071479364,0.000623357,0.00007052629,0.00013976109,0.0052764574],"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":[0.00008019431,0.00045746317,0.28620777,0.00007514345,0.000165567,0.000018522791,0.014661952,0.000004464533,0.0009401451,0.685929,0.0066856146,0.004774189],"study_design_scores_gemma":[0.00060510414,0.000057677713,0.05443433,0.00001652989,0.000015347794,0.000024416528,0.00029134794,0.00029249847,0.0003076832,0.013178451,0.9302531,0.0005235421],"about_ca_topic_score_codex":0.00026861412,"about_ca_topic_score_gemma":0.000008441294,"teacher_disagreement_score":0.9235675,"about_ca_system_score_codex":0.0002711819,"about_ca_system_score_gemma":0.000027123227,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W2088441749","doi":"10.1353/jph.2003.0015","title":"Diplomacy and Essential Workers: Official British Recruitment of Foreign Labor in Italy, 1945–1951","year":2003,"lang":"en","type":"article","venue":"Journal of Policy History","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Diplomacy; Migrant workers; Politics; Political science; Government (linguistics); Foreign policy; Labor relations; Phenomenon; Industrial relations; Political economy; Labour economics; Economics; Economic growth; Law","score_opus":0.049482571523525816,"score_gpt":0.2522953993090283,"score_spread":0.20281282778550247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088441749","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":[0.8134632,0.040651802,0.00012322601,0.000160156,0.0007256375,0.00020563076,0.000048576432,0.000007483571,0.14461426],"genre_scores_gemma":[0.99466497,0.0005030598,0.00026695468,0.00017988584,0.00031460912,0.0000060630746,0.0000016115471,0.000023065943,0.0040397677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982914,0.000048321883,0.0011869398,0.00020743637,0.000046961224,0.00021894267],"domain_scores_gemma":[0.99857324,0.000046599645,0.0010555831,0.00016689998,0.0000454638,0.00011221218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007367778,0.00013645447,0.0006189373,0.0006084975,0.000042085176,0.000017625527,0.00017463589,0.00010251669,0.0002909426],"category_scores_gemma":[0.00024214285,0.00018760425,0.00017066064,0.00013797931,0.00015576076,0.0004033445,0.000021357499,0.0001985167,0.000020303924],"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":[0.00038617055,0.0010428799,0.11142639,0.00021153264,0.0003565341,0.00032250138,0.012332719,0.00009926042,0.0003302492,0.82884824,0.039866816,0.0047767],"study_design_scores_gemma":[0.002261514,0.00030235673,0.015445103,0.00013679902,0.000018268476,0.00012157799,0.00074181147,0.000023077737,0.000115133786,0.02609374,0.9543829,0.00035774385],"about_ca_topic_score_codex":0.00080500514,"about_ca_topic_score_gemma":0.00016197046,"teacher_disagreement_score":0.91451603,"about_ca_system_score_codex":0.00090966997,"about_ca_system_score_gemma":0.00031910383,"threshold_uncertainty_score":0.76502794},"labels":[],"label_agreement":null},{"id":"W2090867884","doi":"10.6017/ital.v29i4.3125","title":"Editorial: The Space in Between, or, Why ITAL Matters","year":2010,"lang":"en","type":"editorial","venue":"Information Technology and Libraries","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Space (punctuation); Computer science; World Wide Web; Internet privacy; Media studies; Sociology; Operating system","score_opus":0.008432708800845085,"score_gpt":0.18677058694082996,"score_spread":0.17833787813998486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090867884","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008049618,0.001229981,0.00014740643,0.009795023,0.97873676,0.0002793529,0.00052648643,0.00018372961,0.008296291],"genre_scores_gemma":[0.0058548553,0.00038252881,0.00028760586,0.00080792746,0.98883575,0.00014326717,0.0006517281,0.000040478648,0.0029958398],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984842,0.000013506305,0.0009166474,0.0002642054,0.000054841516,0.00026657918],"domain_scores_gemma":[0.99845654,0.0003145819,0.00070715573,0.0004503609,0.000032922337,0.000038470585],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00048756847,0.00027149654,0.0005835592,0.0010356965,0.00023995101,0.00031580706,0.0006033993,0.002030737,0.00018441027],"category_scores_gemma":[0.0005529687,0.00023804665,0.00006142481,0.00034224862,0.00055714895,0.003212226,0.00018518146,0.0015580137,0.00043835942],"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":[0.000032280772,0.000005892631,0.0010940577,0.000046138415,0.000029694742,8.167259e-7,0.0009736601,3.6323942e-7,7.128149e-8,0.11298462,0.8844158,0.00041661106],"study_design_scores_gemma":[0.00037913368,0.00005662822,0.00005136702,0.000025725478,0.000005316572,9.610776e-7,0.00045070847,0.000005500044,0.000011545247,0.046635166,0.95209795,0.00028001404],"about_ca_topic_score_codex":0.00012323043,"about_ca_topic_score_gemma":0.000054459022,"teacher_disagreement_score":0.06768214,"about_ca_system_score_codex":0.000047141046,"about_ca_system_score_gemma":0.00012821238,"threshold_uncertainty_score":0.99926484},"labels":[],"label_agreement":null},{"id":"W2103153914","doi":"10.1427/36439","title":"University Funding: A Comparison between Italy and England","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"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":"Quarter (Canadian coin); Public funding; Quality (philosophy); Political science; University system; Accounting; Block grant; Business; Higher education; Geography; Public administration","score_opus":0.03571125825336585,"score_gpt":0.21312977003263706,"score_spread":0.1774185117792712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103153914","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":[0.96149254,0.01734335,0.0019536228,0.00025437854,0.00024844785,0.000055998542,0.00001531351,0.00002005514,0.01861632],"genre_scores_gemma":[0.99250764,0.00075027015,0.00003295929,0.00002295577,0.00043302192,3.38963e-7,0.000005545107,0.000013222886,0.006234064],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829084,0.000026740618,0.00030960917,0.00017418273,0.000020479927,0.0011781671],"domain_scores_gemma":[0.99941796,0.000036467372,0.00027187998,0.000116403615,0.000010126282,0.00014714657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015918631,0.00011987775,0.00032057916,0.0001741221,0.00026093322,0.00003800328,0.00016361724,0.00007847305,0.000058096135],"category_scores_gemma":[0.000021934382,0.00014495014,0.00007862803,0.0000793733,0.0000507435,0.00065053406,0.000033873122,0.00068950193,0.00021918792],"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":[0.000016389698,0.000026583208,0.53096765,0.0000028969216,0.00010418308,7.328601e-7,0.0009563538,7.7206323e-7,0.000002298202,0.4659889,0.00008647856,0.0018467738],"study_design_scores_gemma":[0.0015603539,0.0002658104,0.060104355,0.000009029999,0.000033882574,0.000097175376,0.0039820983,0.00006404134,0.000011527475,0.092555135,0.8408633,0.0004533171],"about_ca_topic_score_codex":0.00007870997,"about_ca_topic_score_gemma":0.00008567985,"teacher_disagreement_score":0.8407768,"about_ca_system_score_codex":0.0006513221,"about_ca_system_score_gemma":0.000109538494,"threshold_uncertainty_score":0.5910895},"labels":[],"label_agreement":null},{"id":"W2111862238","doi":"10.1017/cbo9781139164443","title":"The Growth of the Italian Economy, 1820–1960","year":2001,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reinterpretation; Agrarian society; Dualism; Unification; State (computer science); Economy; Economic history; Political science; History; Economics; Art; Agriculture","score_opus":0.021688221293344807,"score_gpt":0.15999848843551465,"score_spread":0.13831026714216985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111862238","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":[0.000550897,0.001777055,0.000036981597,0.0001387741,0.0008714332,0.0004541239,0.0006163501,0.000041698393,0.99551266],"genre_scores_gemma":[0.012792916,0.00019048448,0.000006180525,0.00013403896,0.0002013115,0.0000027744204,0.000031424035,0.000047255486,0.9865936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834734,0.000049865048,0.0006221986,0.00059186213,0.000041494557,0.00034721664],"domain_scores_gemma":[0.99745685,0.00011161806,0.0011087648,0.0011378186,0.00008016773,0.000104790364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034146325,0.00035934694,0.0006791907,0.00015486647,0.0005393778,0.00007276635,0.0016289359,0.00033763403,0.000020210324],"category_scores_gemma":[0.000027401913,0.0003461647,0.00055298314,0.000028107295,0.00063197146,0.0001987483,0.0003835341,0.0004556008,0.00012069413],"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":[0.00002989955,0.000011235727,0.00013979452,0.000050202085,0.00017235293,0.000014248434,0.00012458817,0.0000010268463,4.1069134e-7,0.7752558,0.22412609,0.00007433353],"study_design_scores_gemma":[0.0003875361,0.00003222232,0.00009005211,0.000052872725,0.000042919346,0.0000059584604,0.0000725195,0.000028320683,0.000044686785,0.0010142094,0.9978463,0.0003824012],"about_ca_topic_score_codex":0.00042294533,"about_ca_topic_score_gemma":0.000017344075,"teacher_disagreement_score":0.7742416,"about_ca_system_score_codex":0.0005666565,"about_ca_system_score_gemma":0.00022233604,"threshold_uncertainty_score":0.999899},"labels":[],"label_agreement":null},{"id":"W2117718988","doi":"","title":"An indicator-based short-term forecast for quarterly GDP in the euro area","year":2001,"lang":"en","type":"article","venue":"Economic papers","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":29,"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":"Position (finance); Index (typography); Economics; Quarter (Canadian coin); Yield (engineering); Term (time); Purchasing; Real gross domestic product; Consumer confidence index; Econometrics; Consensus forecast; Effective exchange rate; Exchange rate; Macroeconomics; Finance; Geography; Operations management","score_opus":0.043203777788659484,"score_gpt":0.2338729743164012,"score_spread":0.19066919652774172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117718988","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":[0.92521983,0.0004313956,0.00018307952,0.000747987,0.0005631128,0.0005523694,0.00038599834,0.00004571786,0.071870476],"genre_scores_gemma":[0.99746597,0.000023320095,0.00009568566,0.0010562476,0.00023512702,0.00023114568,0.0001626849,0.000043047236,0.00068678113],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998003,0.00003615509,0.0008107599,0.0006917182,0.00001862983,0.00043972218],"domain_scores_gemma":[0.9988023,0.00012396081,0.00026831846,0.0006885904,0.0000053604167,0.0001114909],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009025726,0.00026116593,0.0004781757,0.00028032192,0.00018037822,0.00012359284,0.0006917604,0.00013248749,0.00084093976],"category_scores_gemma":[0.000012885442,0.00027842456,0.00021939864,0.000071000344,0.00010618756,0.00049929786,0.000009059268,0.0001586234,0.00059526955],"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":[0.0005965542,0.0008129081,0.81224495,0.00007085827,0.00021816426,0.000081511826,0.016837774,0.0012806504,0.00018290726,0.13169035,0.012870302,0.023113059],"study_design_scores_gemma":[0.0025577827,0.000962349,0.06812183,0.00002026448,0.000017530114,0.000021893033,0.0027569649,0.0104505345,0.0000468517,0.006709983,0.90719825,0.0011357872],"about_ca_topic_score_codex":0.000112208094,"about_ca_topic_score_gemma":0.000632456,"teacher_disagreement_score":0.89432794,"about_ca_system_score_codex":0.00029203933,"about_ca_system_score_gemma":0.00006264434,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W2138864165","doi":"10.3386/w10613","title":"The Evolution of Concentrated Ownership in India Broad patterns and a History of the Indian Software Industry","year":2004,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":78,"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":"Software; Business; Geography; Computer science; Operating system","score_opus":0.17750246416526844,"score_gpt":0.35625850909235357,"score_spread":0.17875604492708513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138864165","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":[0.9444539,0.013039788,0.000007009264,0.0005868458,0.0009211522,0.0008012531,0.00060138653,0.0000074784066,0.039581213],"genre_scores_gemma":[0.9976795,0.00026978255,0.000018388228,0.000017998744,0.00008743666,0.00006354525,0.00005444915,0.000021263735,0.0017876673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975268,0.00016287279,0.0013583887,0.0005098147,0.00013740512,0.00030471347],"domain_scores_gemma":[0.99754596,0.0004439422,0.0012457299,0.0005094679,0.00018932033,0.00006556137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031360479,0.0001912301,0.00059283857,0.0006529532,0.0000850898,0.00002414282,0.000853141,0.0006492463,0.00015520267],"category_scores_gemma":[0.00055887934,0.00017744585,0.00016624741,0.00014103204,0.0008744162,0.0001758601,0.00036773382,0.001364198,0.000016056236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009838562,0.00010617501,0.3885063,0.00032706195,0.00015240471,0.0000014671509,0.0032052503,0.0013583031,0.000011963826,0.6047784,0.00123991,0.00021439907],"study_design_scores_gemma":[0.0014031568,0.00009816386,0.29847848,0.0004957444,0.000007526437,0.0000035167284,0.0014719763,0.0004435117,0.00012872879,0.692774,0.0043294225,0.000365801],"about_ca_topic_score_codex":0.009953027,"about_ca_topic_score_gemma":0.0008729531,"teacher_disagreement_score":0.09002782,"about_ca_system_score_codex":0.0062986086,"about_ca_system_score_gemma":0.0028719117,"threshold_uncertainty_score":0.99751604},"labels":[],"label_agreement":null},{"id":"W2147470915","doi":"10.1093/ssjj/jym042","title":"How Godzilla Ate Pittsburgh: The Long Rise of the Japanese Iron and Steel Industry, 1900 1973","year":2007,"lang":"en","type":"article","venue":"Social Science Japan Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Underdevelopment; Bureaucracy; Industrial policy; Context (archaeology); Politics; Public policy; Economics; Economic policy; Business; Economy; Market economy; Economic growth; Political science; Geography","score_opus":0.026927446736571395,"score_gpt":0.22828179847236088,"score_spread":0.20135435173578947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147470915","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":[0.9647788,0.0013043953,0.000026848009,0.0028433686,0.00095963094,0.000120596924,0.000008940191,0.0000069367757,0.029950498],"genre_scores_gemma":[0.9958794,0.000040085946,0.000008571537,0.00020791926,0.00049956137,0.0000015358241,1.5039603e-7,0.000009747424,0.003353043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986387,0.00004018104,0.0004968142,0.00028061436,0.00011999087,0.0004236824],"domain_scores_gemma":[0.9987718,0.000047778907,0.0007461688,0.00023456578,0.000057032667,0.00014265688],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041260626,0.00013875951,0.00027489456,0.00014316317,0.0015249097,0.0002880273,0.000787319,0.00014054145,0.00007206779],"category_scores_gemma":[0.00016152735,0.0001012071,0.00014230516,0.00045535833,0.0016232496,0.0006935196,0.00012449324,0.0006057851,0.000008825388],"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":[0.000058825954,0.000095237105,0.8680876,0.000020062602,0.000058696427,0.000011553056,0.055080913,0.00001256678,0.0006028884,0.059222784,0.0017983186,0.014950581],"study_design_scores_gemma":[0.00071290036,0.00010613751,0.91393316,0.00003068476,0.000017221879,0.00009158121,0.019846966,0.000061802,0.00024105079,0.010911074,0.053656824,0.00039060487],"about_ca_topic_score_codex":0.00011564554,"about_ca_topic_score_gemma":0.000047488706,"teacher_disagreement_score":0.051858503,"about_ca_system_score_codex":0.00018914366,"about_ca_system_score_gemma":0.000104627725,"threshold_uncertainty_score":0.999775},"labels":[],"label_agreement":null},{"id":"W2182681630","doi":"","title":"Revisions Analysis of Italian Quarterly National Accounts","year":2014,"lang":"en","type":"article","venue":"","topic":"Italy: Economic History and Contemporary Issues","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":"Quarter (Canadian coin); Econometrics; National accounts; Economics; Gross fixed capital formation; Consumption (sociology); Private consumption; Real gross domestic product; Statistics; Gross domestic product; Mathematics; Macroeconomics; Geography","score_opus":0.03077505737398288,"score_gpt":0.22397648409325832,"score_spread":0.19320142671927543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182681630","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":[0.24737741,0.00035131167,0.0031085496,0.00031391656,0.00021027996,0.00007008256,0.00018897529,0.000028140725,0.74835134],"genre_scores_gemma":[0.99133086,0.0000057787947,0.00026879457,0.00027587215,0.00005022249,0.0000058524242,0.000050495797,0.000007443435,0.008004667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998965,0.000012415158,0.0006056643,0.00027140666,0.000030917658,0.00011458672],"domain_scores_gemma":[0.9992942,0.000051139898,0.0002936472,0.00026655625,0.00004702169,0.000047411988],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006090907,0.00008876216,0.00043123975,0.0005266203,0.000057611236,0.000023062172,0.00018839998,0.00005564285,0.004202005],"category_scores_gemma":[0.000059253314,0.00010225275,0.00022540482,0.00036401924,0.00004018836,0.0002930454,0.000010642758,0.000044031643,0.00092337327],"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":[0.0000057286056,0.000065063046,0.03599087,0.000008932841,0.00046852228,2.1150237e-7,0.00068200467,0.00008093662,0.000010643496,0.957151,0.0045581204,0.0009779545],"study_design_scores_gemma":[0.0007293367,0.00026208255,0.12296309,0.000015428153,0.00014686064,8.8468994e-7,0.00055031327,0.028629772,0.000043880205,0.06969013,0.7762774,0.00069079007],"about_ca_topic_score_codex":0.00015420235,"about_ca_topic_score_gemma":0.000058597867,"teacher_disagreement_score":0.8874609,"about_ca_system_score_codex":0.00005010706,"about_ca_system_score_gemma":0.000012689955,"threshold_uncertainty_score":0.9998545},"labels":[],"label_agreement":null},{"id":"W2196574539","doi":"10.1017/cbo9781139164443.007","title":"An economic miracle? Italy in the Golden Age, 1945–1960","year":2001,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Miracle; History; Economic miracle; Economic history; Ancient history; Political science; Law; Politics","score_opus":0.039394749382613385,"score_gpt":0.19303987037940123,"score_spread":0.15364512099678784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196574539","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":[0.0071786097,0.00089353113,0.00003407708,0.000057800407,0.00050642836,0.0005210069,0.0007915819,0.0000744914,0.9899425],"genre_scores_gemma":[0.10849291,0.00021985584,0.000019636087,0.000238746,0.00028378045,0.0000036137567,0.00017119864,0.0000691269,0.89050114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978414,0.000045032008,0.0006611311,0.0009940225,0.000046019606,0.00041235972],"domain_scores_gemma":[0.9978967,0.00006826262,0.00062210887,0.0012440906,0.000019910121,0.00014895851],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047136756,0.0004981526,0.00085780263,0.00047986713,0.00022438497,0.00014328136,0.0014479366,0.00047573395,0.000113496695],"category_scores_gemma":[0.0000060047823,0.00062592636,0.0003579022,0.000013310716,0.0002833065,0.00046738342,0.00014683453,0.0005982736,0.0007306236],"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":[0.00006458965,0.00003344355,0.00012434725,0.000027546103,0.00010256637,0.0006348139,0.0006544688,0.000018276785,0.0000010402537,0.9734407,0.024569169,0.00032901333],"study_design_scores_gemma":[0.0006619868,0.00008932992,0.0002276323,0.0000398432,0.000034462035,0.000019219617,0.00018843853,0.00012119625,0.0000038303397,0.00060357386,0.9972989,0.00071160274],"about_ca_topic_score_codex":0.0015092803,"about_ca_topic_score_gemma":0.00016938825,"teacher_disagreement_score":0.97283715,"about_ca_system_score_codex":0.00067927584,"about_ca_system_score_gemma":0.000076684584,"threshold_uncertainty_score":0.9996192},"labels":[],"label_agreement":null},{"id":"W2197801013","doi":"10.5430/rwe.v6n4p104","title":"Italy’s Recipe for Coming out of Debt Crisis: Reform Packages","year":2015,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Debt crisis; Recession; Context (archaeology); Financial crisis; Debt; Government (linguistics); Great Depression; Depression (economics); Economics; Economic policy; Politics; Economy; Political science; Keynesian economics; Finance; History","score_opus":0.28594194043888954,"score_gpt":0.3609766914962355,"score_spread":0.07503475105734597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197801013","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":[0.095579006,0.0064172293,0.00023022677,0.005147602,0.0007788254,0.00096563395,0.0001496726,0.000040590552,0.8906912],"genre_scores_gemma":[0.9841581,0.000064182466,0.0007201449,0.00014174511,0.0002229858,0.0002675058,0.000029674808,0.000041545798,0.014354142],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974291,0.000060651735,0.0011914705,0.00061629276,0.00004755827,0.00065492635],"domain_scores_gemma":[0.9984283,0.00022801427,0.00033333927,0.0006519929,0.00012540679,0.00023296106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005308658,0.00018784378,0.000728061,0.001279603,0.00011198437,0.00007989304,0.0005658609,0.000108389446,0.00022972331],"category_scores_gemma":[0.00018098694,0.00023005852,0.00016893864,0.00035043026,0.00016714161,0.0007824018,0.00013532257,0.00032401228,0.0007476238],"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":[0.00041915255,0.0003806814,0.060931344,0.0003440168,0.00018701151,0.000019339535,0.00673266,0.00008947333,0.000012861604,0.835171,0.09316744,0.0025450452],"study_design_scores_gemma":[0.0013993849,0.00018346997,0.00045775843,0.00006123092,0.0000023762411,0.0000010164416,0.0036543014,0.00069895555,0.00039131125,0.19904533,0.7937712,0.0003336764],"about_ca_topic_score_codex":0.0008232954,"about_ca_topic_score_gemma":0.001364878,"teacher_disagreement_score":0.8885791,"about_ca_system_score_codex":0.0010950422,"about_ca_system_score_gemma":0.00014828473,"threshold_uncertainty_score":0.96094406},"labels":[],"label_agreement":null},{"id":"W2198105948","doi":"10.1017/cbo9780511607004.009","title":"The Strong Lira Policy and Deflation in Italy's Interwar Period","year":2004,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Deflation; Lira; Period (music); Political science; Keynesian economics; Economics; Monetary economics; Physics; Monetary policy; Acoustics","score_opus":0.025834434832617895,"score_gpt":0.1818192189902821,"score_spread":0.1559847841576642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198105948","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":[0.0028410882,0.0026707158,0.000077159566,0.00009889481,0.00019926885,0.0002809805,0.00021622969,0.000033467582,0.9935822],"genre_scores_gemma":[0.19875082,0.00032830168,0.0000134388065,0.000034412282,0.00011213891,0.000001159389,0.000027318061,0.000029315708,0.8007031],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883157,0.000013048575,0.00038471425,0.0004992028,0.000027398235,0.00024406686],"domain_scores_gemma":[0.99906945,0.000041578613,0.00037498542,0.00040310295,0.000022831375,0.00008802466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021231535,0.00026388664,0.00042166442,0.0003320175,0.0002493145,0.00008893657,0.0003305161,0.00025295012,0.00001073586],"category_scores_gemma":[0.000019992685,0.00032335095,0.00014151607,0.00001025333,0.00027634267,0.00021395876,0.00018249963,0.0003261617,0.000052874846],"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":[0.000045646753,0.00000504511,0.0000883215,0.000025909,0.000058381873,0.000042254545,0.00041627872,0.0000064045976,4.489361e-7,0.997718,0.00067368866,0.0009196432],"study_design_scores_gemma":[0.0005673368,0.000043067703,0.0001427364,0.000072788294,0.000012400726,0.0000053383387,0.000131243,0.000071207854,0.0000048736033,0.0012330557,0.9973684,0.00034757395],"about_ca_topic_score_codex":0.00075854047,"about_ca_topic_score_gemma":0.000047083042,"teacher_disagreement_score":0.9966947,"about_ca_system_score_codex":0.0007549116,"about_ca_system_score_gemma":0.00010178673,"threshold_uncertainty_score":0.99992186},"labels":[],"label_agreement":null},{"id":"W2213793451","doi":"","title":"Recent profitability trends of Italian banks","year":2013,"lang":"en","type":"article","venue":"BANCARIA","topic":"Italy: Economic History and Contemporary Issues","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":"Profitability index; Net interest income; Quarter (Canadian coin); Business; Net income; Financial system; Finance; Interest rate; Geography","score_opus":0.03411493378109857,"score_gpt":0.20672934983490454,"score_spread":0.17261441605380598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213793451","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":[0.560222,0.0032875575,0.000039424973,0.00103375,0.0007194393,0.00021208738,0.0001160717,0.000042260916,0.4343274],"genre_scores_gemma":[0.9870141,0.000048687685,0.00026540292,0.00010849119,0.000084702675,0.00006224282,0.00003220461,0.000017266517,0.012366861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866825,0.000017558277,0.0006994345,0.00037689903,0.000021536081,0.00021629296],"domain_scores_gemma":[0.9990455,0.000020753609,0.00031098357,0.0005043881,0.000041433817,0.00007694775],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003254608,0.00013789095,0.00041705612,0.00016258398,0.000053535226,0.000027470216,0.00022017755,0.00010222548,0.012141876],"category_scores_gemma":[0.000051752817,0.00016040444,0.0001296426,0.00017627949,0.00008291542,0.00040632425,0.000036983885,0.000093731316,0.0018561205],"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":[0.000054075605,0.00046456273,0.3071044,0.000094116025,0.00020583002,0.0000034446643,0.0032077979,0.000010582491,0.00019126564,0.52462286,0.06218833,0.1018527],"study_design_scores_gemma":[0.00055500667,0.00010609215,0.23397519,0.000009519024,0.0000059092695,0.0000013966207,0.00011239604,0.00026324863,0.00033505686,0.02433804,0.73996043,0.0003377333],"about_ca_topic_score_codex":0.0004143096,"about_ca_topic_score_gemma":0.00002347352,"teacher_disagreement_score":0.6777721,"about_ca_system_score_codex":0.000096533615,"about_ca_system_score_gemma":0.000020407046,"threshold_uncertainty_score":0.99892104},"labels":[],"label_agreement":null},{"id":"W2229278486","doi":"10.12927/hcpol.2016.24451","title":"Migrants, Manpower and Math in the Coming Europe","year":2015,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tragedy (event); Statistic; Syrian refugees; Refugee; Welfare; State (computer science); Welfare state; Economy; History; Economic history; Political science; Geography; Sociology; Economics; Law; Statistics; Social science; Mathematics","score_opus":0.09806102338982901,"score_gpt":0.2854077776418387,"score_spread":0.1873467542520097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229278486","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":[0.41819617,0.22356968,0.000029475454,0.28933927,0.001967086,0.00047463828,0.00032023582,0.000027835946,0.06607563],"genre_scores_gemma":[0.9621973,0.0037515124,0.00011692124,0.010960708,0.0007816841,0.000023681878,0.000018378394,0.00003863243,0.022111168],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795306,0.00019368359,0.00078473875,0.00047286585,0.000040942083,0.00055471895],"domain_scores_gemma":[0.99886286,0.00008825649,0.0003026165,0.00049182074,0.00003988214,0.00021454279],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015672225,0.00023121164,0.00050353125,0.00034301917,0.00015568586,0.000110778405,0.00032215874,0.00018103441,0.000036221092],"category_scores_gemma":[0.00019938071,0.00025269142,0.00006865972,0.00038810357,0.00019537764,0.00036825193,0.00007872611,0.00038843584,0.00094075786],"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":[0.0000318083,0.00008559955,0.05073525,0.00018370511,0.000016370972,0.00006480256,0.030534176,0.000004334716,1.5493313e-7,0.89847445,0.010828262,0.009041106],"study_design_scores_gemma":[0.0006214163,0.00014233607,0.016501209,0.00010295928,0.0000034279537,0.00006342716,0.002467949,0.0005048087,6.0350993e-7,0.016848175,0.962482,0.0002616861],"about_ca_topic_score_codex":0.03377994,"about_ca_topic_score_gemma":0.0027741329,"teacher_disagreement_score":0.9516537,"about_ca_system_score_codex":0.0003269871,"about_ca_system_score_gemma":0.00023552445,"threshold_uncertainty_score":0.99999255},"labels":[],"label_agreement":null},{"id":"W2236906603","doi":"10.5430/ijfr.v9n1p171","title":"Inflation Forecasts: Are Market-Based and Survey-Based Measures Informative?","year":2017,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Survey of Professional Forecasters; Predictive power; Survey data collection; Econometrics; Inflation (cosmology); Benchmark (surveying); Market timing; Economics; Market data; Financial economics; Statistics; Finance; Monetary policy; Monetary economics; Mathematics; Geography","score_opus":0.18995330967899562,"score_gpt":0.345457169390295,"score_spread":0.1555038597112994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236906603","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":[0.95666564,0.0011448769,0.0025013718,0.0028708144,0.0013549108,0.00016995505,0.00025885683,0.000007179564,0.035026405],"genre_scores_gemma":[0.9985483,0.000064521286,0.00026359086,0.00012394825,0.00029105594,0.000005673363,0.000007957097,0.000010399541,0.0006845464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860847,0.00008300548,0.00072879327,0.00016398993,0.0002190865,0.00019664077],"domain_scores_gemma":[0.9973604,0.00026597976,0.0011682684,0.00023650349,0.0008712491,0.00009761562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054299957,0.00010382086,0.0002942539,0.00064473465,0.00034790582,0.00035812677,0.00076557323,0.00009576968,0.00022091699],"category_scores_gemma":[0.0047219796,0.00011279659,0.00010351568,0.00005924622,0.00023709252,0.0010370779,0.00007361274,0.00035598988,0.0000620494],"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":[0.0017160362,0.00015563595,0.90495616,0.00003573966,0.000102811464,0.00009646546,0.0006991809,0.00015391121,0.000019524648,0.020117914,0.016712053,0.055234592],"study_design_scores_gemma":[0.0011758293,0.00012917265,0.86956483,0.00009057783,0.0000013328295,0.0000043571686,0.000023677152,0.0023079563,0.00013205016,0.0047133556,0.12173273,0.00012414379],"about_ca_topic_score_codex":0.00032754175,"about_ca_topic_score_gemma":0.00032888673,"teacher_disagreement_score":0.10502068,"about_ca_system_score_codex":0.00024869057,"about_ca_system_score_gemma":0.0002917152,"threshold_uncertainty_score":0.56529915},"labels":[],"label_agreement":null},{"id":"W2257904258","doi":"10.12735/jbm.v4i2p45","title":"Italian Network Contracts: A New Instrument for Successful Cooperation","year":2015,"lang":"en","type":"article","venue":"Journal of Business & Management","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.061374587265815746,"score_gpt":0.2234832679997733,"score_spread":0.16210868073395757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257904258","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":[0.44396427,0.033731904,0.2728714,0.024394454,0.017821591,0.0029608065,0.00009190199,0.000106805026,0.20405687],"genre_scores_gemma":[0.9834708,0.00019365945,0.006140345,0.00068920915,0.0012272529,0.000016862998,0.000014462357,0.000026502821,0.008220917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855644,0.000011583896,0.0009743851,0.00019325525,0.000049323688,0.00021504017],"domain_scores_gemma":[0.99862576,0.000016979504,0.0008770554,0.00016302388,0.000168181,0.00014901505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094074215,0.00014432849,0.00044913875,0.00019672002,0.00007816953,0.0001372636,0.00025827656,0.000052929412,0.000118130585],"category_scores_gemma":[0.00005967395,0.00015461165,0.000109898334,0.00019578454,0.000022945991,0.0008566348,0.00003795679,0.00007194761,0.000113665694],"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":[0.0009951753,0.0004890995,0.008337064,0.00020770924,0.0010028237,0.00011134406,0.0017049385,0.02985755,0.000007977204,0.40001717,0.5018289,0.05544023],"study_design_scores_gemma":[0.002483298,0.00010929357,0.0033365292,0.000060568236,0.00003269856,0.000013399577,0.0003011976,0.0005530022,0.0000061015653,0.022110764,0.97078586,0.00020727204],"about_ca_topic_score_codex":0.00008455691,"about_ca_topic_score_gemma":0.000022960932,"teacher_disagreement_score":0.5395065,"about_ca_system_score_codex":0.0002698997,"about_ca_system_score_gemma":0.000078588935,"threshold_uncertainty_score":0.63048804},"labels":[],"label_agreement":null},{"id":"W2264598511","doi":"","title":"Nowcasting: Trust the Purchasing Managers’ Index or wait for the flash GDP estimate?","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":5,"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":"Nowcasting; Real gross domestic product; Quarter (Canadian coin); Index (typography); Flash (photography); Econometrics; GDP deflator; Purchasing; Economics; Computer science; Geography; Operations management; Meteorology","score_opus":0.1043464690401089,"score_gpt":0.31450565243973017,"score_spread":0.21015918339962125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264598511","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":[0.36013877,0.012685364,0.0009401,0.008560624,0.008691339,0.008722561,0.0016843396,0.00024186363,0.598335],"genre_scores_gemma":[0.95291275,0.0027327193,0.0005436279,0.00030686695,0.0011781581,0.0013569704,0.00008678631,0.0001933696,0.040688753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950757,0.00014521804,0.0017515545,0.0014543564,0.00009715835,0.0014760281],"domain_scores_gemma":[0.9945993,0.0019387492,0.0009443664,0.0022107437,0.000081565806,0.00022528866],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0067257434,0.00061189604,0.0011554591,0.0006202907,0.0010169051,0.0006638292,0.0023369072,0.00063195784,0.00062190904],"category_scores_gemma":[0.0010286908,0.0005000748,0.0005260566,0.00020703721,0.00076269027,0.0003965056,0.001341852,0.0020912108,0.0002617512],"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":[0.002860455,0.0012554707,0.14339069,0.0023446116,0.0032574912,0.00012530583,0.02445675,0.0612161,0.00002100671,0.16875565,0.013524334,0.57879215],"study_design_scores_gemma":[0.0010699067,0.000094032875,0.005379969,0.00015368368,0.000027993736,0.000019978781,0.0019489184,0.08907542,0.0000117391255,0.013819932,0.88745385,0.00094456074],"about_ca_topic_score_codex":0.0003536388,"about_ca_topic_score_gemma":0.0005549469,"teacher_disagreement_score":0.87392956,"about_ca_system_score_codex":0.0013889729,"about_ca_system_score_gemma":0.00039552822,"threshold_uncertainty_score":0.9997451},"labels":[],"label_agreement":null},{"id":"W2277050597","doi":"","title":"Della Moneta by Ferdinando Galiani: a Quarter Millennium Assessment","year":2001,"lang":"en","type":"article","venue":"History of economic ideas","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Archaeology","score_opus":0.028652221678372333,"score_gpt":0.21329830516245865,"score_spread":0.18464608348408632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277050597","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":[0.27018464,0.044856444,0.00053320895,0.00053447305,0.0036820455,0.00034947734,0.00019026222,0.000082104074,0.67958736],"genre_scores_gemma":[0.8861947,0.00066555897,0.00023115097,0.00035875395,0.00019173117,0.000051291052,0.000060345144,0.000058576887,0.11218787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723125,0.000040363735,0.0014332148,0.00081030454,0.00003511722,0.00044974897],"domain_scores_gemma":[0.9980314,0.00004954655,0.00092078076,0.0007881787,0.00002365931,0.00018643004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065150845,0.0003547229,0.0009794934,0.00032134843,0.000103251936,0.000026768254,0.0004920653,0.00019613147,0.0063875443],"category_scores_gemma":[0.000013256802,0.00048469973,0.00035934133,0.000050208066,0.0002268291,0.0005346264,0.000054986613,0.00020200989,0.0028288749],"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":[0.000105818064,0.00019917951,0.02432773,0.000043552765,0.00017817221,0.000015378453,0.0012195809,0.00007193047,0.00016060386,0.088124886,0.8852557,0.000297466],"study_design_scores_gemma":[0.0011297031,0.00014913875,0.0013632791,0.00001544069,0.000015210998,0.000013695268,0.00017608999,0.0010635979,0.00002680482,0.0044377525,0.99106115,0.0005481463],"about_ca_topic_score_codex":0.0011728135,"about_ca_topic_score_gemma":0.0000922023,"teacher_disagreement_score":0.61601007,"about_ca_system_score_codex":0.0026953206,"about_ca_system_score_gemma":0.0001796792,"threshold_uncertainty_score":0.99976045},"labels":[],"label_agreement":null},{"id":"W2286941805","doi":"10.2139/ssrn.2135294","title":"Making Causal Inferences in Small Samples Using Synthetic Control Methodology: Did Chrysler Benefit from Government Assistance?","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Causal inference; Government (linguistics); Control (management); Econometrics; Economics; Business; Actuarial science; Management","score_opus":0.14361438485896688,"score_gpt":0.27203563228714417,"score_spread":0.1284212474281773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286941805","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":[0.91969717,0.03713927,0.038963955,0.00022097268,0.00081996294,0.00013485999,0.00009274053,0.000017188702,0.0029138671],"genre_scores_gemma":[0.9968689,0.00071795034,0.0012990597,0.00016716069,0.00047371915,0.000012416946,0.0000044596086,0.000033798628,0.00042254964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966838,0.00012778396,0.000918261,0.00038015365,0.0000556365,0.0018343874],"domain_scores_gemma":[0.99866945,0.00025561574,0.00070951506,0.00025333345,0.000016044458,0.00009604087],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037985556,0.00025868262,0.0006993435,0.00016308417,0.00020245316,0.00007337528,0.00034413164,0.00015836224,0.00035660417],"category_scores_gemma":[0.00016024626,0.00028693603,0.00017423647,0.000105741725,0.000070529335,0.0005516997,0.000042104486,0.0009920993,0.00008507197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001255407,0.000112959104,0.49686208,0.0000062826357,0.0003025811,0.0000042109136,0.0011743588,0.00019705798,0.00012468435,0.49781314,0.000007961401,0.003269143],"study_design_scores_gemma":[0.0029848265,0.00027882398,0.102395296,0.0001433325,0.000103002065,0.00013935447,0.005338446,0.0016359701,0.000135292,0.86285573,0.022738362,0.0012515953],"about_ca_topic_score_codex":0.0010404979,"about_ca_topic_score_gemma":0.003898794,"teacher_disagreement_score":0.3944668,"about_ca_system_score_codex":0.0026253725,"about_ca_system_score_gemma":0.00024042954,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W2302759207","doi":"","title":"The role of survey data in nowcasting euro area GDP growth","year":2014,"lang":"en","type":"article","venue":"Economic papers","topic":"Italy: Economic History and Contemporary Issues","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":"Nowcasting; Quarter (Canadian coin); Survey data collection; Real gross domestic product; Financial crisis; Economics; Finance; Econometrics; Geography; Macroeconomics; Statistics; Meteorology; Mathematics","score_opus":0.05378983903730692,"score_gpt":0.20520076620870448,"score_spread":0.15141092717139756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302759207","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":[0.5794496,0.0020060183,0.00002525328,0.0001862086,0.00065471814,0.00014473239,0.0004550988,0.000021839422,0.4170565],"genre_scores_gemma":[0.997905,0.00017785012,0.000054130505,0.00009699016,0.00009665261,0.000009382837,0.00008635394,0.000027452057,0.00154619],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980682,0.000075877295,0.0009438936,0.00058352284,0.000016056956,0.0003124306],"domain_scores_gemma":[0.9978554,0.0005258252,0.0005308219,0.0010113787,0.000010227023,0.00006633199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002862166,0.00017487141,0.00047666806,0.00013188802,0.00013516941,0.00005294655,0.0010049103,0.00007633652,0.00023674082],"category_scores_gemma":[0.00040874822,0.00018707795,0.00007425563,0.000074003845,0.00013300397,0.00038317553,0.00014507587,0.0001498164,0.0006449635],"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":[0.000057548976,0.00004219668,0.9143865,0.000013473998,0.00007209163,0.0000010811415,0.0009210247,0.00015816808,0.00005488396,0.07892812,0.0015873506,0.0037775768],"study_design_scores_gemma":[0.00096804876,0.000078597324,0.22077958,0.000024112385,0.0000058264386,0.0000034916673,0.0005890976,0.02144243,0.0001406242,0.015097126,0.7402583,0.000612806],"about_ca_topic_score_codex":0.0029086475,"about_ca_topic_score_gemma":0.0039735073,"teacher_disagreement_score":0.7386709,"about_ca_system_score_codex":0.0001366295,"about_ca_system_score_gemma":0.000039999682,"threshold_uncertainty_score":0.8289916},"labels":[],"label_agreement":null},{"id":"W2332171392","doi":"10.1086/ahr.115.4.1248","title":"Giovanni Ciappelli . Fisco e società a Firenze nel Rinascimento . (Studi e testi del Rinascimento europeo, number 36.) Rome : Edizioni di storia e letteratura . 2009 . Pp. viii, 297. €38.00.","year":2010,"lang":"it","type":"article","venue":"The American Historical Review","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fifteenth; State (computer science); Debt; Art; Humanities; Politics; History; Classics; Political science; Law; Economics","score_opus":0.026096192978422084,"score_gpt":0.24505427451750925,"score_spread":0.21895808153908716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332171392","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03506701,0.84333026,0.00023105548,0.02371389,0.0123454165,0.0024941377,0.0004158027,0.0002758186,0.0821266],"genre_scores_gemma":[0.2870401,0.47328597,0.001072884,0.023138644,0.007448949,0.0007952719,0.00018112895,0.0006488054,0.20638824],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99183464,0.0004616113,0.0031861085,0.0024033168,0.00040409065,0.0017102279],"domain_scores_gemma":[0.99177265,0.000557968,0.0035220752,0.0031299342,0.00022253183,0.0007948186],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0029813477,0.0014452647,0.0038249725,0.00018736096,0.0013011332,0.00031423557,0.0026431754,0.00029496054,0.0053456225],"category_scores_gemma":[0.0007426798,0.0013896901,0.0015789031,0.0018514409,0.0010274132,0.0008526255,0.00066405133,0.0022995519,0.018293884],"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":[0.00012415826,0.00077292015,0.005456879,0.00056056015,0.00045498286,0.000088992594,0.0013044982,0.000009776507,0.00009652546,0.005841445,0.9799189,0.0053703757],"study_design_scores_gemma":[0.0006920889,0.00038130386,0.0033774462,0.0006085213,0.00026271195,0.00005917382,0.00008901206,0.00014336119,0.000005964396,0.0005423004,0.9921929,0.0016451823],"about_ca_topic_score_codex":0.0037691582,"about_ca_topic_score_gemma":0.000041460582,"teacher_disagreement_score":0.3700443,"about_ca_system_score_codex":0.0030931816,"about_ca_system_score_gemma":0.00030428523,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W2340483998","doi":"","title":"ABSTRACT Where Do the Brainy Italians Go","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","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":"Ceteris paribus; Bachelor; Demographic economics; Affect (linguistics); Political science; Geography; Development economics; Sociology; Economics; Law","score_opus":0.02016154562827788,"score_gpt":0.19495890800721932,"score_spread":0.17479736237894145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340483998","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":[0.71103376,0.09380698,0.000643694,0.0042642145,0.0009003422,0.00018102133,0.000028916136,0.000053705047,0.18908736],"genre_scores_gemma":[0.9575207,0.0069324165,0.000013699212,0.00023783515,0.00048211275,0.000006995924,0.0000025852605,0.00003273827,0.034770917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976159,0.000021910078,0.00062638527,0.0003017318,0.00004373517,0.0013903475],"domain_scores_gemma":[0.99907625,0.000041594976,0.00042565662,0.00034848138,0.000024233874,0.00008380178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015683607,0.00018910332,0.0003177493,0.000120859964,0.0006418267,0.00007837647,0.0005362438,0.00009955053,0.0008285204],"category_scores_gemma":[0.00004159631,0.00017008434,0.00025378604,0.00011676976,0.00012812244,0.00050129625,0.00002697358,0.0013202613,0.0025489528],"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":[0.00004094041,0.000097071585,0.021137929,0.0000072152766,0.0002861332,0.000034269804,0.0023656504,0.000039482726,0.000015139406,0.95916486,0.013919839,0.002891477],"study_design_scores_gemma":[0.0006007314,0.00014435724,0.0057688956,0.000011137228,0.0000063770144,0.0007342878,0.0016961033,0.000027362415,0.00000822731,0.30498737,0.68566453,0.0003506186],"about_ca_topic_score_codex":0.00014967934,"about_ca_topic_score_gemma":0.000389363,"teacher_disagreement_score":0.6717447,"about_ca_system_score_codex":0.00071432866,"about_ca_system_score_gemma":0.0005008098,"threshold_uncertainty_score":0.99822766},"labels":[],"label_agreement":null},{"id":"W2477319468","doi":"10.1007/978-1-137-11741-0_1","title":"The Italian Economy: Constraints and Achievements","year":2003,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Italy: Economic History and Contemporary Issues","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":"Summit; Economic history; Political science; Economy; History; Geography; Economics; Cartography","score_opus":0.025845581274105228,"score_gpt":0.20005283113877587,"score_spread":0.17420724986467065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477319468","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":[0.0005600031,0.009928481,0.000023141452,0.00021524834,0.00074368186,0.0005447997,0.00043466556,0.00005147844,0.9874985],"genre_scores_gemma":[0.6492407,0.00043769885,0.000048130467,0.0014606399,0.00019878097,0.00004438491,0.00006441681,0.00012250897,0.34838274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742335,0.000020758114,0.0011175761,0.00090789574,0.00003868644,0.0004917459],"domain_scores_gemma":[0.99798775,0.00008912793,0.00084131287,0.00083061785,0.000033264758,0.00021791972],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005987594,0.0005980063,0.0008741771,0.00021379741,0.0004975999,0.00020877302,0.00043858323,0.000378449,0.0008387155],"category_scores_gemma":[0.000022873612,0.00061306753,0.00028591813,0.000010025897,0.0007897534,0.000012473666,0.00011851426,0.00039305957,0.0011328661],"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":[0.000015666577,0.0000012909487,0.00081642944,0.00003350672,0.0003052651,0.000023166438,0.00025999642,1.583114e-7,7.206521e-7,0.99323523,0.00083004823,0.004478535],"study_design_scores_gemma":[0.00029483915,0.000047168232,0.00007911377,0.000024086297,0.000014219503,0.000014152447,0.000029063125,0.000005968011,0.000005199608,0.4852727,0.5137795,0.00043395415],"about_ca_topic_score_codex":0.000040230738,"about_ca_topic_score_gemma":0.00006720729,"teacher_disagreement_score":0.6486807,"about_ca_system_score_codex":0.0001874635,"about_ca_system_score_gemma":0.00005211333,"threshold_uncertainty_score":0.9996449},"labels":[],"label_agreement":null},{"id":"W248844937","doi":"10.2139/ssrn.2155909","title":"Vicarious Evaluation: How Euopean Integration Changes National Identities","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Political science","score_opus":0.047700853337359926,"score_gpt":0.23995855014873302,"score_spread":0.19225769681137309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W248844937","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":[0.55507827,0.13394465,0.013169838,0.014808733,0.0053285887,0.0006377646,0.00007101149,0.00012221548,0.27683896],"genre_scores_gemma":[0.9807701,0.0012101044,0.00004846702,0.0002112455,0.0012995366,0.000022738683,0.000032330943,0.000021353153,0.016384106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982811,0.000055067823,0.00033922232,0.0001963965,0.00010374812,0.0010244419],"domain_scores_gemma":[0.9992553,0.000022103464,0.00040342825,0.00013067911,0.00011243351,0.00007605863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050889705,0.00014627948,0.00022968488,0.00027940012,0.00027862724,0.00014138456,0.00021843587,0.00007765316,0.00048371486],"category_scores_gemma":[0.000138562,0.00016560145,0.00010907378,0.00010753934,0.000044584263,0.0012093685,0.000021619344,0.00059385167,0.0005398618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012515214,0.000051729567,0.0048350366,0.0000030307529,0.00013322665,3.4125765e-7,0.0016208371,0.0000095364685,0.000018041692,0.9856822,0.0018221409,0.0058113555],"study_design_scores_gemma":[0.0008870175,0.00018621897,0.0029874865,0.000014050923,0.000027767102,0.00020327517,0.004361301,0.00058853714,0.000074341275,0.8542064,0.13601005,0.00045354196],"about_ca_topic_score_codex":0.000027712065,"about_ca_topic_score_gemma":0.00036955456,"teacher_disagreement_score":0.42569187,"about_ca_system_score_codex":0.0019804297,"about_ca_system_score_gemma":0.0004153226,"threshold_uncertainty_score":0.69390106},"labels":[],"label_agreement":null},{"id":"W2490837826","doi":"10.1057/9781403943958_5","title":"Empirical Analysis II: The Number of Business Units and their Average Size over the Long Run: Models of Industrial Development","year":2003,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Italy: Economic History and Contemporary Issues","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":"Quarter (Canadian coin); Distribution (mathematics); Demographic economics; Empirical evidence; Economics; Economic geography; Geography; Mathematics","score_opus":0.06847849702129037,"score_gpt":0.22385320704615969,"score_spread":0.1553747100248693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490837826","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":[0.1095696,0.0032767733,0.0003241228,0.00009178609,0.00029740517,0.00053627556,0.0004929938,0.00001590015,0.88539517],"genre_scores_gemma":[0.98828006,0.00012939707,0.000030102443,0.000216646,0.00009257223,0.000019996907,0.00004557308,0.00005354913,0.011132128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99764276,0.000046104593,0.0013726031,0.00057825126,0.00008307103,0.00027723046],"domain_scores_gemma":[0.9974253,0.00028009468,0.0012421848,0.00081743137,0.00015321649,0.0000817511],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007591914,0.00049766246,0.001336791,0.00025112843,0.0002731014,0.000039230727,0.0005003288,0.0004212588,0.00082238804],"category_scores_gemma":[0.00006248154,0.00036043767,0.0002950717,0.00016600492,0.000415904,0.000005151745,0.00021758334,0.0003676793,0.000020485648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009167533,0.00000408358,0.023020169,0.00005622581,0.0031163972,0.000008324917,0.00698922,0.00015813175,0.0000013040958,0.9647858,0.00010642504,0.0016622244],"study_design_scores_gemma":[0.0014536047,0.000063989755,0.010030233,0.00014566495,0.0003945702,0.00001724324,0.00025168646,0.00043824865,0.00010058818,0.9337912,0.052034818,0.0012781261],"about_ca_topic_score_codex":0.00015204586,"about_ca_topic_score_gemma":0.00011821676,"teacher_disagreement_score":0.87871045,"about_ca_system_score_codex":0.00009908518,"about_ca_system_score_gemma":0.00015980651,"threshold_uncertainty_score":0.9998848},"labels":[],"label_agreement":null},{"id":"W2492195919","doi":"10.1093/acprof:oso/9780199532438.003.0006","title":"5 Recent History in Full: Was there a Lull before the Storm?","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Italy: Economic History and Contemporary Issues","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":"Decile; Earnings; Geography; Czech; Distribution (mathematics); Storm; Economy; Political science; Demographic economics; Economics; Meteorology","score_opus":0.05051304412229231,"score_gpt":0.18555232609897968,"score_spread":0.13503928197668735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492195919","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":[0.0011158207,0.13341802,0.0000059493736,0.0010168012,0.0014381219,0.00039569792,0.00010277655,0.00006372038,0.8624431],"genre_scores_gemma":[0.014739438,0.010565721,0.000031934735,0.001290243,0.00038294867,0.000045348595,0.00007975757,0.00011889506,0.9727457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976028,0.000014333156,0.0011660841,0.00080869586,0.00004998098,0.00035806358],"domain_scores_gemma":[0.9981374,0.000035251353,0.0007180566,0.0009821046,0.000031166295,0.00009602425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004682802,0.00049177004,0.00094330474,0.00035598417,0.00012585077,0.000022138074,0.00065323425,0.00048907555,0.024170678],"category_scores_gemma":[0.000021633954,0.00046056867,0.00034698096,0.000029104216,0.00025649974,0.00018562182,0.00009831326,0.0006823648,0.006839643],"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":[0.00004259379,0.000048528516,0.0005944268,0.00002763752,0.0001256555,0.00008409182,0.0043101856,0.0000049825444,1.4526921e-7,0.6310237,0.3580167,0.005721376],"study_design_scores_gemma":[0.00032448763,0.00009865633,0.0002082462,0.000037824502,0.000006641069,0.000016133814,0.000087931985,0.000035968205,3.0033863e-7,0.016346693,0.98235977,0.0004773713],"about_ca_topic_score_codex":0.0004813005,"about_ca_topic_score_gemma":0.0040759803,"teacher_disagreement_score":0.62434304,"about_ca_system_score_codex":0.0020510536,"about_ca_system_score_gemma":0.00013638756,"threshold_uncertainty_score":0.9997846},"labels":[],"label_agreement":null},{"id":"W2515951961","doi":"10.14288/1.0096443","title":"City planning and the political and fiscal repercussions of high unemployment","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Unemployment; Politics; Economics; Political science; Labour economics; Economic growth; Law","score_opus":0.01621296715090006,"score_gpt":0.17416741357195603,"score_spread":0.15795444642105597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515951961","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":[0.99106807,0.00042517183,0.00006338924,0.00071460544,0.00012763505,0.00010063958,0.00018186089,0.000011212564,0.007307449],"genre_scores_gemma":[0.99875325,0.000027133718,0.00014460001,0.000056819128,0.000020923164,3.8560913e-7,0.000004589634,0.000005123718,0.0009871643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941,0.000015176381,0.00017769756,0.00024298835,0.000021483715,0.00013270829],"domain_scores_gemma":[0.99951375,0.00006337715,0.00014010594,0.00018846038,0.000017344282,0.00007697752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025697058,0.000031613014,0.00029748274,0.000033694232,0.00017762271,0.000032000156,0.00013435514,0.000077622346,0.00012545714],"category_scores_gemma":[0.000041210536,0.00008121899,0.000057867463,0.0000476192,0.00070598413,0.0001693507,0.00009558698,0.00013430722,0.000004808417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080450714,0.00017212123,0.8700661,0.00008977587,0.00013696181,0.00005644431,0.002230353,0.000002154524,0.00007529214,0.0992513,0.002296427,0.025542641],"study_design_scores_gemma":[0.0010759833,0.000035070818,0.97747725,0.00002495534,0.0000102401655,0.000025202324,0.0011878733,0.00015072254,0.0000011400682,0.018196955,0.0017135885,0.00010103213],"about_ca_topic_score_codex":0.06257518,"about_ca_topic_score_gemma":0.0194426,"teacher_disagreement_score":0.10741115,"about_ca_system_score_codex":0.000016039492,"about_ca_system_score_gemma":0.000013139964,"threshold_uncertainty_score":0.99845004},"labels":[],"label_agreement":null},{"id":"W2528214430","doi":"10.1111/1467-8551.12192","title":"International Business and Entrepreneurship Implications of Brexit","year":2016,"lang":"en","type":"article","venue":"British Journal of Management","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Brexit; Entrepreneurship; Perspective (graphical); Immigration; International business; International trade; Political science; Economics; European union; Law; Computer science","score_opus":0.024456600641201552,"score_gpt":0.20300735749157328,"score_spread":0.17855075685037172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528214430","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":[0.770416,0.008826686,0.012873367,0.008563634,0.0012334421,0.00019270866,0.00017626514,0.000013625024,0.19770427],"genre_scores_gemma":[0.99472207,0.002397239,0.0003693144,0.00006807365,0.000070724884,0.0000026823516,0.0000013516759,0.000006336296,0.0023621987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992694,0.000006234671,0.00050905877,0.000121958736,0.000022401264,0.00007091304],"domain_scores_gemma":[0.99931777,0.000015483278,0.00047791854,0.0000970531,0.00005546012,0.000036298257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029023472,0.00004856791,0.0001722687,0.00014150803,0.000028169983,0.000029860616,0.00019648475,0.000019874995,0.000349118],"category_scores_gemma":[0.000030553565,0.00005473685,0.00005373094,0.00005013827,0.000049452283,0.00029261014,0.0000473823,0.000030014677,0.000025111465],"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":[0.00008100128,0.00036508145,0.15509693,0.00012428893,0.00062176096,0.00014879383,0.00037578176,0.000039410283,0.00010119262,0.46698827,0.009744346,0.36631316],"study_design_scores_gemma":[0.0015224825,0.000041620548,0.6333721,0.00026954716,0.000014561644,0.00023489307,0.00007796916,0.0000015308683,0.00005094184,0.060180154,0.3040884,0.00014574511],"about_ca_topic_score_codex":0.00003064167,"about_ca_topic_score_gemma":0.0000063600933,"teacher_disagreement_score":0.4782752,"about_ca_system_score_codex":0.00005996682,"about_ca_system_score_gemma":0.0000073584624,"threshold_uncertainty_score":0.38225973},"labels":[],"label_agreement":null},{"id":"W2560188210","doi":"","title":"Three Cheers for the Unemployed: Government and Unemployment Before the New Deal, by Udo Sautter","year":2016,"lang":"en","type":"article","venue":"Journal of History","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Government (linguistics); Economics; Political science; Labour economics; Philosophy; Economic growth; Linguistics","score_opus":0.02675188412626281,"score_gpt":0.19320476258715427,"score_spread":0.16645287846089146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560188210","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":[0.4371249,0.33184057,0.04517393,0.15693164,0.0091454545,0.0015233089,0.000497491,0.00004654097,0.017716162],"genre_scores_gemma":[0.9481007,0.0005491771,0.0002651403,0.0026085807,0.0008071251,0.00002394232,9.994853e-7,0.000047285863,0.047597077],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894303,0.000010291557,0.00062361435,0.00017820085,0.00006420802,0.00018065213],"domain_scores_gemma":[0.99875385,0.00013014406,0.00074141804,0.00026163063,0.00002091529,0.000092056434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007773534,0.00013935441,0.000301681,0.000040454794,0.00013980456,0.000020375584,0.0003448843,0.000058034213,0.00033128407],"category_scores_gemma":[0.00004278634,0.00007847499,0.0001889568,0.000021519729,0.00015284002,0.00025240466,0.00003361513,0.000117148644,0.000038357746],"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":[0.00008709319,0.000036423397,0.008453616,0.00000885236,0.00018179191,0.000002972899,0.0014702984,0.0000025151521,0.000071750044,0.01516909,0.9627131,0.011802503],"study_design_scores_gemma":[0.0008094761,0.00023477347,0.0026139303,0.000017897868,0.000023125162,0.000013026883,0.00011798338,0.000022006405,0.000028782326,0.0059232283,0.99008787,0.00010790966],"about_ca_topic_score_codex":0.00007682129,"about_ca_topic_score_gemma":0.0001222981,"teacher_disagreement_score":0.5109758,"about_ca_system_score_codex":0.0010284665,"about_ca_system_score_gemma":0.00006611372,"threshold_uncertainty_score":0.3627328},"labels":[],"label_agreement":null},{"id":"W2562027647","doi":"10.3138/cjh.35.2.332","title":"<i>Studies in the Interwar European Economy</i>, by Derek H. Aldcroft.","year":2000,"lang":"en","type":"article","venue":"Journal of History","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Economics; Economic history; Keynesian economics; Economy; Political economy","score_opus":0.05930632839826466,"score_gpt":0.21918278458323914,"score_spread":0.15987645618497448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562027647","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":[0.25466406,0.17741679,0.000021905804,0.0010747899,0.0010334664,0.00007491542,0.00001108108,0.000009530327,0.56569344],"genre_scores_gemma":[0.97435045,0.0012460491,0.000055745713,0.0029027488,0.00027201095,0.0000031080037,0.0000021029716,0.000023059565,0.021144712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846137,0.00009559079,0.001049202,0.00019026811,0.000024958765,0.00017858729],"domain_scores_gemma":[0.9989967,0.000069202266,0.00061201345,0.00024606253,0.00002499687,0.00005105729],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015744155,0.00014462993,0.00045657027,0.00019740475,0.00006577782,0.00001871266,0.00050100946,0.000039729504,0.0013941638],"category_scores_gemma":[0.000040802403,0.00013194357,0.00019563358,0.000054071726,0.00017420539,0.0005209102,0.000015749743,0.00029567507,0.000900418],"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":[0.00006894491,0.00016108088,0.0018576258,0.000029090039,0.00012647934,0.00021777586,0.02165121,0.00002455752,0.00002086667,0.0045139478,0.9687182,0.0026102609],"study_design_scores_gemma":[0.0004552875,0.00011186742,0.00032006434,0.000025691952,0.000005992109,0.00008794815,0.0008529131,0.0000075269204,0.0000103908915,0.0017705923,0.9962,0.00015169261],"about_ca_topic_score_codex":0.00002401567,"about_ca_topic_score_gemma":0.000011608533,"teacher_disagreement_score":0.7196864,"about_ca_system_score_codex":0.00062542025,"about_ca_system_score_gemma":0.000034463552,"threshold_uncertainty_score":0.9998775},"labels":[],"label_agreement":null},{"id":"W2562847318","doi":"10.2139/ssrn.2869044","title":"Monetary Policy, Private Debt and Financial Stability Risks","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"Banco de España; Deutsche Bundesbank; Banca d'Italia; Universitat Pompeu Fabra","keywords":"Monetary policy; Monetary economics; Economics; Debt; Leverage (statistics); Financial stability; Financial crisis; Shock (circulatory); Financial system; Macroeconomics","score_opus":0.02378357736905502,"score_gpt":0.21568573304524516,"score_spread":0.19190215567619015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562847318","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":[0.9748503,0.012534689,0.0032632318,0.0022209934,0.00026583753,0.00011575654,0.000044651784,0.00002956225,0.006674991],"genre_scores_gemma":[0.9922614,0.004841398,0.000049645732,0.00019149127,0.00044478694,0.0000062584995,0.0000018032599,0.000021976699,0.0021812462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99761665,0.000036996484,0.00059617363,0.00038290184,0.000030361396,0.0013368987],"domain_scores_gemma":[0.9992104,0.00004294916,0.0003355746,0.0002680483,0.000019175139,0.00012385879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746712,0.0001826103,0.00036803933,0.00020533119,0.00023697171,0.00004226732,0.00025167558,0.00011166212,0.00017615412],"category_scores_gemma":[0.00018895428,0.00016187351,0.00012715993,0.00009781066,0.00012550892,0.0005497227,0.0000506283,0.0005661074,0.00027456888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079018384,0.00004878283,0.08685103,0.000005851365,0.00006855423,0.000002879033,0.00031709045,9.839316e-7,0.00011525412,0.89674854,0.00012305367,0.015638985],"study_design_scores_gemma":[0.0009674015,0.00023606227,0.022916842,0.000011716686,0.000005985705,0.00008396118,0.00010586604,0.000018613624,0.00010090076,0.9157908,0.05945682,0.00030504912],"about_ca_topic_score_codex":0.00034583654,"about_ca_topic_score_gemma":0.00035693424,"teacher_disagreement_score":0.063934185,"about_ca_system_score_codex":0.0009886511,"about_ca_system_score_gemma":0.00058148673,"threshold_uncertainty_score":0.66010106},"labels":[],"label_agreement":null},{"id":"W2564367939","doi":"","title":"GOVERNANCE MODEL IN THE ITALIAN PUBLIC ENTITIES AFTER MORE THAN A QUARTER OF A CENTURY SINCE THE REFORM","year":2016,"lang":"en","type":"article","venue":"Iris (Roma Tre University)","topic":"Italy: Economic History and Contemporary Issues","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":"Quarter (Canadian coin); Corporate governance; Political science; Public administration; Business; History","score_opus":0.019779526275333966,"score_gpt":0.16448416768568283,"score_spread":0.14470464141034886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564367939","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":[0.86601126,0.0010433086,0.0001548646,0.008972351,0.00013666677,0.00015339865,0.00031816174,0.000016245545,0.12319373],"genre_scores_gemma":[0.9811414,0.00017421365,0.000023757373,0.00017078311,0.000026830967,0.00000345691,0.00000316463,0.000009043788,0.018447347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991781,0.000028429029,0.0002665364,0.00027481018,0.000038224334,0.00021387744],"domain_scores_gemma":[0.9991904,0.00003666249,0.00025017836,0.00047187792,0.000019693185,0.000031179927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019932546,0.00013060898,0.00022743571,0.00015995534,0.00008828093,0.00003609413,0.000580569,0.00007056113,0.00012539214],"category_scores_gemma":[0.000012877811,0.000089122615,0.0001453415,0.0002000313,0.00021795416,0.000971352,0.000059715872,0.00008736803,0.00008581322],"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":[0.00012264898,0.00013457402,0.05560276,0.00002205564,0.00006112269,0.000057900612,0.010564276,0.000005377866,0.000014214434,0.9307561,0.0022489463,0.00041004264],"study_design_scores_gemma":[0.0016506158,0.00014313114,0.07522735,0.0001051555,0.000018466448,0.0000078663825,0.014615775,0.0007398683,0.000033091972,0.010083534,0.8968093,0.00056586735],"about_ca_topic_score_codex":0.000583434,"about_ca_topic_score_gemma":0.00089417584,"teacher_disagreement_score":0.92067254,"about_ca_system_score_codex":0.0002920965,"about_ca_system_score_gemma":0.00003294727,"threshold_uncertainty_score":0.36343148},"labels":[],"label_agreement":null},{"id":"W2580797655","doi":"10.5539/ijef.v9n12p86","title":"Productivity, Competitiveness, and Territories of the Italian Medium-Sized Companies","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Productivity; Workforce; Industrial organization; Salary; Business; Production (economics); Service (business); Total factor productivity; Product differentiation; Product (mathematics); Quality (philosophy); Economics; Marketing; Market economy; Microeconomics; Economic growth; Cournot competition","score_opus":0.02647729706074622,"score_gpt":0.22499606018776896,"score_spread":0.19851876312702274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580797655","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":[0.98569953,0.0022110182,0.00001269012,0.004804576,0.0025676263,0.000058669684,0.00014717602,0.0000012974211,0.0044974214],"genre_scores_gemma":[0.9965834,0.0021773903,0.000158711,0.00005455993,0.00033493715,0.0000017930832,0.0000012763653,0.00000790951,0.000680038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999135,0.000009631455,0.00058325764,0.00016897726,0.000021137874,0.00008195196],"domain_scores_gemma":[0.9980408,0.00003547257,0.0015806018,0.00023112862,0.0000883994,0.000023598815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042132515,0.00009946093,0.00037160356,0.00007461277,0.00016739467,0.0001359533,0.0005755586,0.000043026026,0.000017826458],"category_scores_gemma":[0.000109631445,0.00009312023,0.00009176583,0.000010286824,0.00042559096,0.00070010015,0.00015700386,0.000102849415,0.0000025491681],"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":[0.00012264143,0.00007855059,0.23668194,0.000019444802,0.00021157424,0.000006112355,0.00092935085,0.00012209617,0.000026038544,0.7591768,0.0001249345,0.0025004991],"study_design_scores_gemma":[0.0013471259,0.000100430705,0.5041056,0.000120582205,0.000010858324,0.000086297085,0.00015878401,0.0005982804,0.00089411635,0.07963105,0.4127075,0.00023930939],"about_ca_topic_score_codex":0.00016111569,"about_ca_topic_score_gemma":0.00014664656,"teacher_disagreement_score":0.67954576,"about_ca_system_score_codex":0.000041113955,"about_ca_system_score_gemma":0.000051079005,"threshold_uncertainty_score":0.37973326},"labels":[],"label_agreement":null},{"id":"W2592673979","doi":"10.4000/ei.1006","title":"Communication de la BCE et crise financière","year":2015,"lang":"fr","type":"article","venue":"Économie et Institutions","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Political science","score_opus":0.11072669541940516,"score_gpt":0.3017065718384434,"score_spread":0.19097987641903824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592673979","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":[0.109618835,0.06037302,0.00745036,0.03626129,0.0029722254,0.00036411174,0.0007908078,0.00011991743,0.7820494],"genre_scores_gemma":[0.90100604,0.004415613,0.006803739,0.0038191718,0.00022650127,0.00011964539,0.0002040509,0.000044101125,0.08336114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779886,0.00031436852,0.0009031156,0.00052911503,0.000025226727,0.00042930525],"domain_scores_gemma":[0.9978353,0.0003107096,0.00048770718,0.0010196418,0.00006931127,0.00027733724],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026794882,0.00030226205,0.00055373204,0.00027008489,0.00037502623,0.00026794637,0.00058425346,0.00040992314,0.0004539305],"category_scores_gemma":[0.00063295854,0.00046538372,0.00022761007,0.00019559514,0.00081587833,0.001860159,0.00017841539,0.0006219648,0.0039027277],"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":[0.000022977312,0.0003467087,0.005490363,0.000029418421,0.00007303007,0.000015216066,0.004640237,0.005452142,0.0000010885301,0.91034955,0.072066285,0.0015130086],"study_design_scores_gemma":[0.0009937224,0.000068876616,0.0019351819,0.00010362971,0.000025601232,0.000044582866,0.00070919574,0.0022622677,0.000013526894,0.055280294,0.93809175,0.00047135953],"about_ca_topic_score_codex":0.0029999877,"about_ca_topic_score_gemma":0.00095960125,"teacher_disagreement_score":0.86602545,"about_ca_system_score_codex":0.0016448427,"about_ca_system_score_gemma":0.0016605558,"threshold_uncertainty_score":0.99977976},"labels":[],"label_agreement":null},{"id":"W2593111057","doi":"10.2866/716127","title":"A new indicator of inflation expectations anchoring","year":2017,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":4,"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":"Anchoring; Inflation (cosmology); Odds; Economics; Econometrics; Quarter (Canadian coin); Logistic regression; Term (time); Financial crisis; Monetary economics; Keynesian economics; Statistics; Psychology; Mathematics; Geography; Social psychology","score_opus":0.03552061156055881,"score_gpt":0.24084768839309947,"score_spread":0.20532707683254067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593111057","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":[0.81891704,0.015515136,0.001328868,0.00023003151,0.0055931513,0.0006564367,0.00069711206,0.00014093757,0.15692131],"genre_scores_gemma":[0.98868334,0.00017550614,0.0022665272,0.00006997053,0.0012104199,0.00012751692,0.00015196638,0.0000926703,0.0072220736],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959499,0.00004661999,0.002128557,0.0013118561,0.000076203425,0.00048682283],"domain_scores_gemma":[0.99365467,0.00012349858,0.003941558,0.0019147608,0.00006793455,0.00029760366],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006675673,0.00060353026,0.0016235387,0.0010251435,0.00039350308,0.00020102745,0.001170633,0.00070575293,0.0027198696],"category_scores_gemma":[0.00023345405,0.0008584914,0.00063155836,0.000090993846,0.00035238135,0.0008435323,0.00042516185,0.00078836625,0.002320658],"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":[0.000040405805,0.0001064412,0.92106694,0.00020661335,0.00047279632,0.000012810643,0.005374586,0.00009114261,0.00002493211,0.057794526,0.01357565,0.0012331847],"study_design_scores_gemma":[0.0054711415,0.00038975923,0.394757,0.0012344347,0.00027218118,0.000047394475,0.0019888445,0.0014373774,0.0014954899,0.14370292,0.44334495,0.005858483],"about_ca_topic_score_codex":0.0006719856,"about_ca_topic_score_gemma":0.00016960817,"teacher_disagreement_score":0.5263099,"about_ca_system_score_codex":0.00061580306,"about_ca_system_score_gemma":0.00080552086,"threshold_uncertainty_score":0.9993866},"labels":[],"label_agreement":null},{"id":"W2597421286","doi":"10.3390/jrfm14050212","title":"Empirical Estimation of Intraday Yield Curves on the Italian Interbank Credit Market e-MID","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Yield curve; Interbank lending market; Economics; Yield (engineering); Credit spread (options); Financial crisis; Interest rate; Econometrics; Estimation; Monetary economics; Investment (military); Financial economics; Credit risk; Finance; Macroeconomics","score_opus":0.026521861113125326,"score_gpt":0.2184689312895106,"score_spread":0.19194707017638526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597421286","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":[0.8495968,0.025134424,0.016936677,0.0067580715,0.0027610653,0.00031520537,0.00014914358,0.000013139991,0.09833547],"genre_scores_gemma":[0.993244,0.0042955056,0.0003196249,0.0006067256,0.00015222277,0.000003356233,0.0000021955727,0.0000075051084,0.0013688904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989408,0.000035655303,0.00070844445,0.00015782006,0.00004856876,0.0001086783],"domain_scores_gemma":[0.9989791,0.00012359413,0.0006376724,0.00018400521,0.00003372536,0.00004191773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088672567,0.00010387781,0.00034738044,0.0001320527,0.00008349421,0.00003066797,0.00016053392,0.000046994926,0.00037940234],"category_scores_gemma":[0.00035588272,0.00008956951,0.00013929364,0.00011903414,0.00005798529,0.0001835871,0.00005077681,0.00018143421,0.000019703772],"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":[0.0006592414,0.0008721102,0.06392085,0.0007295468,0.00042012174,0.00033497225,0.005480345,0.0003316928,0.0000071590657,0.2747953,0.5136497,0.13879895],"study_design_scores_gemma":[0.00081841415,0.00049064297,0.12979685,0.00074114243,0.00007972019,0.00002638776,0.0007719552,0.00048755712,0.00023774074,0.045989078,0.8202422,0.00031829288],"about_ca_topic_score_codex":0.0000133818185,"about_ca_topic_score_gemma":0.000008784504,"teacher_disagreement_score":0.3065925,"about_ca_system_score_codex":0.000044192497,"about_ca_system_score_gemma":0.000020171445,"threshold_uncertainty_score":0.41541895},"labels":[],"label_agreement":null},{"id":"W2598567252","doi":"10.5465/ambpp.2015.12079abstract","title":"Productive Disobedience: When Poor Agents are Fine Executives","year":2015,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Loyalty; Shareholder; Context (archaeology); Resistance (ecology); Business; Confidentiality; Law and economics; Accounting; Public relations; Political science; Psychology; Advertising; Sociology; Law; Marketing; Corporate governance; Finance; History","score_opus":0.07639762943327165,"score_gpt":0.24671888528236613,"score_spread":0.17032125584909447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598567252","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":[0.6120927,0.0029650857,0.000069048234,0.006417355,0.00036796334,0.0007635347,0.00004067202,0.000101159894,0.37718248],"genre_scores_gemma":[0.9636049,0.00010673845,0.00066740194,0.00047094113,0.00017093592,0.00007705886,0.0000051716634,0.000025446707,0.034871355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982821,0.000004493997,0.0006613813,0.00066633057,0.0000798336,0.00030589642],"domain_scores_gemma":[0.99897325,0.000007297245,0.0007504639,0.000104260645,0.000039907925,0.00012482451],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076494756,0.00021337319,0.00045983712,0.000309146,0.0000817687,0.000040429783,0.00053723087,0.000099539895,0.00017053068],"category_scores_gemma":[0.00007789393,0.00024836435,0.00009300386,0.00020064105,0.00014925603,0.0011583467,0.00020558355,0.00016679529,0.00043001902],"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":[0.0001440392,0.00027871205,0.07912301,0.0003803405,0.0003333522,0.000004484277,0.010752845,0.000008642919,0.000017208615,0.6050892,0.30151013,0.0023580643],"study_design_scores_gemma":[0.0011206437,0.00012649366,0.03005127,0.0000963517,0.000029239092,0.0000021819792,0.005041762,0.00014169805,0.0006103267,0.1069621,0.8553145,0.0005034158],"about_ca_topic_score_codex":0.000015466203,"about_ca_topic_score_gemma":3.9558515e-7,"teacher_disagreement_score":0.5538044,"about_ca_system_score_codex":0.00012513815,"about_ca_system_score_gemma":0.000006004129,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W2609172844","doi":"10.3968/9463","title":"A Simple Analyzation of the Similarity Between the Italians and the Chinese: The Passion for Family and Food","year":2017,"lang":"en","type":"article","venue":"Canadian social science","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Similarity (geometry); Passion; Simple (philosophy); Globalization; Common ground; Chinese culture; Sociology; Political science; History; Psychology; Social psychology; Law; Epistemology; Computer science; Philosophy; Communication; Artificial intelligence","score_opus":0.034936828549597856,"score_gpt":0.24113144883880636,"score_spread":0.20619462028920849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609172844","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":[0.95189464,0.0006419386,0.000061592975,0.015206921,0.00021423111,0.00039993547,0.00034320538,0.0000027449087,0.031234797],"genre_scores_gemma":[0.9990722,0.000015765645,0.0000025892462,0.000596737,0.00012065346,0.000015358104,0.000001454878,0.000003799977,0.00017143905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941933,0.000021276952,0.00017892537,0.00018068694,0.000030051691,0.0001697283],"domain_scores_gemma":[0.999247,0.000087717934,0.00026353283,0.00031550307,0.000028886388,0.00005733549],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013755473,0.00006467938,0.0001501017,0.00002671811,0.0037541385,0.00019591258,0.0006725924,0.00003901638,0.0000054569205],"category_scores_gemma":[0.00032924203,0.00003377911,0.00005850453,0.00012261642,0.0018755125,0.00024105646,0.000067867455,0.000072586896,0.0000011521964],"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":[0.0000061332735,0.0000030911222,0.64530677,0.0000074388777,0.000022625796,7.08655e-8,0.0055702906,9.1626157e-7,0.0000048453917,0.3446404,0.0016023479,0.0028351033],"study_design_scores_gemma":[0.00023569948,0.0000149016505,0.8950219,0.000002472325,0.0000067623137,1.6394029e-7,0.00090574304,0.00038698904,0.0000050829412,0.04813547,0.055212963,0.000071847244],"about_ca_topic_score_codex":0.010047337,"about_ca_topic_score_gemma":0.017223114,"teacher_disagreement_score":0.2965049,"about_ca_system_score_codex":0.00005894946,"about_ca_system_score_gemma":0.00010897083,"threshold_uncertainty_score":0.99754286},"labels":[],"label_agreement":null},{"id":"W2729167111","doi":"10.1177/0014585815583292","title":"La nuova Italia del Miracolo Economico: “Un disco per l’estate” mezzo secolo fa","year":2015,"lang":"it","type":"article","venue":"Forum Italicum A Journal of Italian Studies","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Estate; Art; Humanities; History; Political science; Law","score_opus":0.06202135803613311,"score_gpt":0.26948789366520254,"score_spread":0.20746653562906942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729167111","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":[0.7882232,0.085549444,0.00015192929,0.006628348,0.011549936,0.0006808038,0.0011709338,0.00006150147,0.10598389],"genre_scores_gemma":[0.9652344,0.0039606676,0.0006313402,0.0007341879,0.0010789086,0.000047079164,0.00003473687,0.00019115937,0.028087536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992399,0.0003041142,0.0045191315,0.0011301814,0.00023248911,0.0014151022],"domain_scores_gemma":[0.9926757,0.00036638245,0.004548795,0.0009053456,0.00059980684,0.00090395263],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003596985,0.0011894262,0.003368266,0.0010370782,0.0005595802,0.0005106141,0.0013529753,0.0005885766,0.0009978074],"category_scores_gemma":[0.00065265305,0.0012670814,0.0014434383,0.00032105943,0.00097142113,0.0033233196,0.0005598986,0.0010116835,0.002886173],"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":[0.0020292276,0.0031146207,0.15020004,0.0008132508,0.020794095,0.0024395864,0.14877115,0.0003836125,0.000064483815,0.078490034,0.58600706,0.006892837],"study_design_scores_gemma":[0.0045634294,0.002090023,0.0018161737,0.00028048235,0.00037587728,0.00052664796,0.107774176,0.00014048099,0.00012303927,0.010400686,0.87010086,0.0018081033],"about_ca_topic_score_codex":0.00011038996,"about_ca_topic_score_gemma":0.00021390487,"teacher_disagreement_score":0.28409383,"about_ca_system_score_codex":0.0018074111,"about_ca_system_score_gemma":0.0004891254,"threshold_uncertainty_score":0.9999154},"labels":[],"label_agreement":null},{"id":"W2760991482","doi":"","title":"The derivatives through the lens of the financial accounts: measurement and analysis","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Notional amount; Quarter (Canadian coin); Value (mathematics); Financial system; Financial crisis; Business; Finance; Financial market; Economics; Geography; Macroeconomics; Mathematics","score_opus":0.10080964118319423,"score_gpt":0.2946880170416746,"score_spread":0.19387837585848033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760991482","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":[0.50730056,0.022289174,0.000049240654,0.007642142,0.0021205603,0.002092832,0.0006263709,0.00002594451,0.4578532],"genre_scores_gemma":[0.98233277,0.014918449,0.00003997608,0.00012754848,0.00017657917,0.00020506576,0.000009941947,0.000033985176,0.0021556793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968755,0.00023275494,0.0012597401,0.0009253449,0.0001339885,0.0005726617],"domain_scores_gemma":[0.99545324,0.00043871268,0.0013155917,0.0025919094,0.00014850018,0.00005202658],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0052838195,0.00033469216,0.0009369029,0.00024456042,0.0013313958,0.00037276582,0.0022271522,0.0003190058,0.000052769115],"category_scores_gemma":[0.0016467315,0.00023622195,0.0005044371,0.00017255404,0.0017352826,0.0003340193,0.0014146934,0.0012237711,0.0000124638445],"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":[0.0006080846,0.00062803784,0.31933776,0.00058446423,0.0076768906,0.000014193888,0.0337314,0.010610377,0.000035580917,0.51809174,0.0017657885,0.10691568],"study_design_scores_gemma":[0.0007790445,0.0000811469,0.21131325,0.0001696956,0.00010059181,0.0000020676396,0.0020921608,0.004193387,0.00007004877,0.110539734,0.6698796,0.00077927945],"about_ca_topic_score_codex":0.00066606514,"about_ca_topic_score_gemma":0.0029354692,"teacher_disagreement_score":0.6681138,"about_ca_system_score_codex":0.0007004057,"about_ca_system_score_gemma":0.00039254368,"threshold_uncertainty_score":0.9999687},"labels":[],"label_agreement":null},{"id":"W2762597542","doi":"10.7202/1023974ar","title":"Church and Capitalism","year":2014,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Capitalism; Signature (topology); Economic history; Political science; Art; History; Law; Politics","score_opus":0.027326750164314795,"score_gpt":0.19076020885392939,"score_spread":0.1634334586896146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762597542","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":[0.5445479,0.0027269654,0.0009645251,0.0014087356,0.00023729497,0.00008771575,0.000025408612,0.000045965015,0.4499555],"genre_scores_gemma":[0.96919924,0.000043494078,0.00016824965,0.00011716343,0.00011572921,0.000009965665,0.000015711183,0.000012049559,0.030318419],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928224,0.000013660491,0.00031871576,0.0002460234,0.000012843747,0.00012651086],"domain_scores_gemma":[0.9995252,0.00006073519,0.00012852023,0.00021531212,0.000009820572,0.000060446015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029244763,0.00009015428,0.0001808483,0.00013936863,0.0001829651,0.00003755993,0.0000877751,0.00015405686,0.00073638104],"category_scores_gemma":[0.00009776591,0.00011215156,0.00003693154,0.00009193785,0.000076142576,0.0002296006,0.000025704956,0.00015969717,0.0011506185],"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":[0.0000021324836,0.00001938261,0.039104544,0.0000012094448,0.000021795482,6.2873164e-7,0.0011032217,0.0000361655,0.0000046278533,0.9452666,0.011797471,0.0026422117],"study_design_scores_gemma":[0.00026996632,0.000029691793,0.010283917,0.000006092661,0.0000035982162,0.0000033542888,0.00022351064,0.0011360139,0.00002008421,0.032043166,0.95579743,0.00018318115],"about_ca_topic_score_codex":0.00008126356,"about_ca_topic_score_gemma":0.0000035147852,"teacher_disagreement_score":0.94399995,"about_ca_system_score_codex":0.000036023637,"about_ca_system_score_gemma":0.000012951304,"threshold_uncertainty_score":0.9996271},"labels":[],"label_agreement":null},{"id":"W2762730175","doi":"10.7202/1021800ar","title":"The Industrialization of Depressed Areas in Italy: Data and Commentary","year":2014,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Industrialisation; Phenomenon; Politics; Economic geography; Development economics; Geography; Economics; Political science; Market economy; Philosophy; Epistemology","score_opus":0.058134190943307344,"score_gpt":0.22510974955487956,"score_spread":0.1669755586115722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762730175","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":[0.9165326,0.0072775255,0.0021609326,0.0094011035,0.0005026476,0.00045429094,0.000310797,0.000031341307,0.06332882],"genre_scores_gemma":[0.998683,0.00013761855,0.000049022532,0.000084646854,0.000061711144,0.000007412135,0.00013779486,0.000008570348,0.0008302231],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908155,0.000043568933,0.00052910595,0.0002259564,0.000018625096,0.000101173646],"domain_scores_gemma":[0.99893504,0.00025783683,0.00027195015,0.0004954914,0.000010853211,0.000028821287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007658597,0.00007650948,0.00018487158,0.00012268145,0.00015662158,0.000030718602,0.00026545982,0.00013498733,0.000053967866],"category_scores_gemma":[0.00033927895,0.00007785921,0.000017712766,0.00016904472,0.00010601525,0.0003103571,0.00009562492,0.00016448463,0.000023874478],"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":[0.00002548857,0.0000730028,0.7419737,0.0000030665733,0.000056859153,5.260129e-7,0.0009801224,0.00032552623,0.0000034479979,0.21244141,0.032431886,0.011684963],"study_design_scores_gemma":[0.0008646136,0.00003380618,0.022282084,0.000028499178,0.000008923646,0.0000010073593,0.00074162416,0.014671591,0.000039375736,0.012614065,0.94854355,0.00017088203],"about_ca_topic_score_codex":0.00027468044,"about_ca_topic_score_gemma":0.00008778232,"teacher_disagreement_score":0.91611165,"about_ca_system_score_codex":0.00003465584,"about_ca_system_score_gemma":0.000019620706,"threshold_uncertainty_score":0.31750062},"labels":[],"label_agreement":null},{"id":"W2781537743","doi":"","title":"On The Determinants of Credit Crunch in Italy: An Empirical Analysis on the Reasons Underlying This Phenomenon","year":2014,"lang":"en","type":"article","venue":"Journal of Empirical Economics","topic":"Italy: Economic History and Contemporary Issues","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":"Credit crunch; Economics; Crunch; Econometrics; Order (exchange); Quarter (Canadian coin); Phenomenon; Variable (mathematics); Financial economics; Monetary economics; Macroeconomics; Finance; Mathematics","score_opus":0.1314261376621756,"score_gpt":0.31621754211342745,"score_spread":0.18479140445125186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781537743","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":[0.96297395,0.00020676537,0.00016678596,0.0041898745,0.0003811072,0.0001467516,0.000041411175,0.000006920757,0.031886406],"genre_scores_gemma":[0.9967137,0.00007799886,0.00009186506,0.0024256075,0.00021728077,0.000007818094,0.000003412214,0.00003047796,0.00043186639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970146,0.00020605495,0.0019336002,0.00043435747,0.00006653475,0.00034489727],"domain_scores_gemma":[0.9957036,0.0014609689,0.0018362215,0.0007808697,0.000055344477,0.00016301918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035406796,0.00027814644,0.0011885102,0.0006756545,0.00018652584,0.00010047826,0.00089093094,0.00018516635,0.0007653903],"category_scores_gemma":[0.00068757666,0.00020336646,0.0005728439,0.0004097937,0.00019169082,0.0004244306,0.000062169165,0.00057435926,0.00015407383],"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":[0.00088531023,0.0017000363,0.7094998,0.000036494228,0.0014090003,0.000026838463,0.009049482,0.013106858,0.000012186275,0.24825367,0.012143492,0.0038768658],"study_design_scores_gemma":[0.004003438,0.006195284,0.32887784,0.00022464372,0.0004790986,0.00005203285,0.003721059,0.17876078,0.00020867174,0.29401788,0.1814226,0.002036689],"about_ca_topic_score_codex":0.000058917365,"about_ca_topic_score_gemma":0.00018224264,"teacher_disagreement_score":0.38062194,"about_ca_system_score_codex":0.00039537062,"about_ca_system_score_gemma":0.00009791282,"threshold_uncertainty_score":0.8380487},"labels":[],"label_agreement":null},{"id":"W2781913259","doi":"10.1016/j.egypro.2017.12.734","title":"Global developments in advanced reactor technologies and international cooperation","year":2017,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":6,"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":"Third generation; China; Engineering; Technology development; First generation; Indigenous; Fourth generation; Nuclear reactor; Environmental science; Business; Political science; Nuclear engineering; Telecommunications; Manufacturing engineering; Sociology","score_opus":0.02540045314199563,"score_gpt":0.2271008056097674,"score_spread":0.20170035246777177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781913259","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":[0.8556549,0.0017465147,0.00017903981,0.00073445676,0.0007859103,0.00006282945,0.000035717978,0.00006771811,0.1407329],"genre_scores_gemma":[0.9964391,0.0002687362,0.0004928657,0.00006263914,0.000033604225,0.000030241166,0.000017234172,0.000005700878,0.0026498733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993652,0.000001946805,0.00024299613,0.00027010357,0.000011370862,0.00010834998],"domain_scores_gemma":[0.99959475,0.0000050174094,0.0001884689,0.00017819446,0.000014380407,0.000019181898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010073177,0.00008395763,0.00014890182,0.00006243424,0.000100102865,0.00008517406,0.00025126632,0.00007504029,0.000022302233],"category_scores_gemma":[0.0001568695,0.000102060425,0.000014632583,0.000030111398,0.00005735691,0.000631553,0.00008265943,0.00003913616,0.000032381777],"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":[0.000028621867,0.00003324332,0.4162939,0.000005858948,0.000020490646,0.0000057762695,0.00023012614,0.000009572472,0.000024270143,0.54310244,0.00037062378,0.03987509],"study_design_scores_gemma":[0.001453979,0.00004940234,0.28178746,0.000037729442,0.0000015324919,0.0000073383612,0.00032840305,0.00061829685,0.0004944155,0.046049293,0.66868013,0.00049202924],"about_ca_topic_score_codex":0.00010851497,"about_ca_topic_score_gemma":0.0003096043,"teacher_disagreement_score":0.6683095,"about_ca_system_score_codex":0.00011924383,"about_ca_system_score_gemma":0.00002178968,"threshold_uncertainty_score":0.41619033},"labels":[],"label_agreement":null},{"id":"W2783615992","doi":"10.1444/86290","title":"Il Banco di Napoli e le rimesse dei corrispondenti dal Canada (1908-1927) in riferimento alla legge n. 24 del 1o febbraio 1901","year":2017,"lang":"it","type":"article","venue":"Rivista giuridica del Mezzogiorno","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.02969916370874956,"score_gpt":0.2225266413336954,"score_spread":0.19282747762494584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783615992","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":[0.8370612,0.021802958,0.00025860436,0.003028713,0.008454808,0.0011013272,0.0026620536,0.000110877285,0.12551942],"genre_scores_gemma":[0.91958183,0.001271033,0.00014224745,0.0007454972,0.000818845,0.00012946081,0.00027743078,0.00023307929,0.07680057],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99170065,0.0002171977,0.0030451866,0.0026059041,0.00032365834,0.0021074282],"domain_scores_gemma":[0.99216956,0.00021083672,0.0027316625,0.0037814109,0.00012514532,0.0009813879],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0017109006,0.0013327125,0.0025223005,0.00073395955,0.00196017,0.0012211074,0.0032795253,0.0007097995,0.0011270633],"category_scores_gemma":[0.00044505295,0.0018453851,0.0006542434,0.0003164092,0.00072889274,0.0019760837,0.0008904956,0.0012030639,0.001515938],"study_design_candidate":"not_applicable","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":[0.001233726,0.0030757538,0.4831883,0.00068349065,0.0017775288,0.0028207507,0.004673905,0.00045468466,0.00037340436,0.08203087,0.4157893,0.003898288],"study_design_scores_gemma":[0.0045151887,0.00025009023,0.1301694,0.00029176692,0.000088673834,0.000034196586,0.0006516746,0.003626303,0.00046107106,0.0014931251,0.855928,0.0024904835],"about_ca_topic_score_codex":0.6172974,"about_ca_topic_score_gemma":0.39364675,"teacher_disagreement_score":0.44013873,"about_ca_system_score_codex":0.0024736568,"about_ca_system_score_gemma":0.0031980972,"threshold_uncertainty_score":0.9999424},"labels":[],"label_agreement":null},{"id":"W2789860268","doi":"10.2139/ssrn.3121145","title":"What Does the Heterogeneity of the Inflation Expectations of Italian Firms Tell Us?","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Economics; Monetary economics; Dispersion (optics); Price of stability; Quarter (Canadian coin); Monetary policy; Price dispersion; Economic stability; Aggregate (composite); Macroeconomics; Econometrics","score_opus":0.019869605788721132,"score_gpt":0.22796236240367168,"score_spread":0.20809275661495055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789860268","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":[0.98644173,0.0075778686,0.000120598954,0.0012565714,0.0008127988,0.000112314454,0.0000138081405,0.0000034704976,0.0036608158],"genre_scores_gemma":[0.9962552,0.0015138962,0.0000073068227,0.000027105723,0.00011485081,0.000004397911,0.0000013997267,0.000009908199,0.0020659019],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99885434,0.000030606603,0.0005267714,0.00014403622,0.00003556599,0.00040866056],"domain_scores_gemma":[0.99811393,0.000028849643,0.0012431644,0.00055462704,0.000036682275,0.000022729162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009424452,0.000092429815,0.00021707256,0.00005847688,0.0005615128,0.00011174227,0.0006534887,0.000052501844,0.0000508843],"category_scores_gemma":[0.00008678573,0.00005953237,0.0002070959,0.000040229123,0.00016992207,0.0009059584,0.00004908312,0.00036748403,0.000028319779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042481675,0.000092704366,0.4362624,0.000016397373,0.00035816059,5.8455606e-7,0.005073702,0.00012586417,0.00018328676,0.55435663,0.00008836352,0.0033994005],"study_design_scores_gemma":[0.0013186666,0.0002998719,0.18978561,0.000098418226,0.000052755975,0.000072539486,0.017888092,0.00047732328,0.0048221904,0.74827456,0.036431156,0.00047884035],"about_ca_topic_score_codex":0.00014138443,"about_ca_topic_score_gemma":0.0016790294,"teacher_disagreement_score":0.2464768,"about_ca_system_score_codex":0.00019577335,"about_ca_system_score_gemma":0.000184607,"threshold_uncertainty_score":0.4318759},"labels":[],"label_agreement":null},{"id":"W2790586585","doi":"10.1162/jinh_r_01205","title":"Zero Degrees. Geographies of the Prime Meridian","year":2018,"lang":"en","type":"article","venue":"The Journal of Interdisciplinary History","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Meridian (astronomy); Prime (order theory); Zero (linguistics); Mathematics; Geodesy; Geography; Physics; Philosophy; Combinatorics; Astronomy; Linguistics","score_opus":0.030222383096772724,"score_gpt":0.21770841506933652,"score_spread":0.1874860319725638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790586585","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":[0.8307201,0.0326026,0.0005150131,0.0017027619,0.005591892,0.00016413705,0.00002617722,0.000013189855,0.12866409],"genre_scores_gemma":[0.9919458,0.000114416616,0.000086912165,0.00016076995,0.00034014566,0.0000016653686,4.957293e-7,0.0000205943,0.0073292213],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985042,0.00007370075,0.0010427403,0.00014321062,0.00005759496,0.00017853324],"domain_scores_gemma":[0.9974916,0.00006488985,0.0017118908,0.00057196047,0.00009826691,0.0000614087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012991823,0.00015449607,0.00045018457,0.00028509827,0.00024405614,0.0000070747396,0.0010171252,0.000068777415,0.0006601762],"category_scores_gemma":[0.00004770435,0.00010605184,0.00038793858,0.00013499938,0.0010701702,0.00033174525,0.00028846343,0.0002766185,0.00013991518],"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":[0.0020399948,0.00084092177,0.037427668,0.00015981362,0.0015090294,0.000038951912,0.16601986,0.00012830395,0.0035162775,0.05532907,0.7281974,0.004792697],"study_design_scores_gemma":[0.0009322334,0.0013388307,0.029146342,0.00022081523,0.000091042624,0.00020595723,0.0027724768,0.00015180817,0.0014346455,0.029845262,0.9333876,0.00047299563],"about_ca_topic_score_codex":0.000051591174,"about_ca_topic_score_gemma":0.00005465598,"teacher_disagreement_score":0.20519017,"about_ca_system_score_codex":0.00034017192,"about_ca_system_score_gemma":0.00008665329,"threshold_uncertainty_score":0.7228466},"labels":[],"label_agreement":null},{"id":"W279926377","doi":"","title":"Rimini Conference in Economics and Finance 2014","year":2014,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nobel laureate; Griffin; Economics; Financial economics; Political science; Philosophy; Classics; History","score_opus":0.023862499179073855,"score_gpt":0.22408344620429077,"score_spread":0.20022094702521692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W279926377","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":[0.6083595,0.22685954,0.0011169162,0.0018215525,0.00035781338,0.00049263804,0.0002432515,0.000028497681,0.16072026],"genre_scores_gemma":[0.76769936,0.23061582,0.00032538504,0.0004333086,0.000038345905,0.00002306877,0.00003094466,0.000014159482,0.0008196263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748594,0.0000476032,0.0015548081,0.0006607419,0.000011703866,0.00023922276],"domain_scores_gemma":[0.99815947,0.00009149746,0.0010220092,0.00065003306,0.000017117478,0.000059899907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014009806,0.00022662713,0.0016868913,0.00048344562,0.000042752017,0.000025486908,0.00032967568,0.000091983056,0.00077704294],"category_scores_gemma":[0.000061323255,0.00028315885,0.00035315196,0.00016810848,0.00013466644,0.00035504124,0.00006718178,0.000103863495,0.00053824164],"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":[0.000014959926,0.00006796382,0.06509482,0.0008802052,0.00059983815,0.0000011166447,0.00027711826,0.001349816,8.235494e-7,0.9183982,0.0013127903,0.01200235],"study_design_scores_gemma":[0.001034088,0.00013072263,0.01841844,0.00074174296,0.0003858247,0.0000050313856,0.00008345226,0.08530232,0.000030221598,0.039431263,0.85330606,0.0011308419],"about_ca_topic_score_codex":0.00039369945,"about_ca_topic_score_gemma":0.0003018311,"teacher_disagreement_score":0.8789669,"about_ca_system_score_codex":0.00013410814,"about_ca_system_score_gemma":0.000040699026,"threshold_uncertainty_score":0.99996203},"labels":[],"label_agreement":null},{"id":"W2808772203","doi":"10.1016/j.jmoneco.2018.05.007","title":"Comment on “Short-run pain, long-run gain? Recessions and technological transformation”","year":2018,"lang":"en","type":"article","venue":"Journal of Monetary Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Economics; Recession; Short run; Transformation (genetics); Keynesian economics; Monetary economics","score_opus":0.03821568851986698,"score_gpt":0.2207278381411445,"score_spread":0.18251214962127751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808772203","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":[0.95460904,0.0025529389,0.0032441479,0.021512793,0.00076796993,0.0002251886,0.00007797834,0.00003341596,0.016976535],"genre_scores_gemma":[0.9926891,0.0010695192,0.00072943844,0.0049999286,0.00026598026,0.00000520781,0.000014163133,0.000021949205,0.0002047117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997994,0.00005240949,0.0013770406,0.00029542262,0.000026427751,0.00025468285],"domain_scores_gemma":[0.9987058,0.00012869145,0.0006759634,0.00030927933,0.000034886587,0.00014540277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019946832,0.0002205745,0.00063485216,0.00038610265,0.0002235104,0.00006843795,0.0003400402,0.00019312902,0.00035161656],"category_scores_gemma":[0.00006551536,0.00022679212,0.00018418436,0.00006741718,0.00025607858,0.00065388856,0.00003679653,0.00034862224,0.00019722582],"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":[0.0016721318,0.0017829231,0.2594194,0.00019279865,0.0015702462,0.00013986217,0.008927773,0.0021447423,0.000053059986,0.53086114,0.07360806,0.119627856],"study_design_scores_gemma":[0.0014958734,0.0021077034,0.008423439,0.00009415155,0.000032872034,0.00010975943,0.0010421606,0.008306893,0.0003983384,0.042751446,0.9345284,0.0007089233],"about_ca_topic_score_codex":0.0000131188,"about_ca_topic_score_gemma":0.000017984898,"teacher_disagreement_score":0.86092037,"about_ca_system_score_codex":0.00018493971,"about_ca_system_score_gemma":0.000023305209,"threshold_uncertainty_score":0.9248314},"labels":[],"label_agreement":null},{"id":"W2889830074","doi":"10.3386/w16764","title":"Investors' and Central Bank's Uncertainty Embedded in Index Options","year":2011,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; HEC Montréal","funders":"","keywords":"Index (typography); Central bank; Business; Financial system; Financial economics; Economics; Computer science; Monetary economics; World Wide Web; Monetary policy","score_opus":0.33988541714136056,"score_gpt":0.413384715948961,"score_spread":0.07349929880760042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889830074","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":[0.4640705,0.0064365384,0.000027085967,0.0008660072,0.0010766645,0.0009311112,0.00055777765,0.00003066817,0.52600366],"genre_scores_gemma":[0.9953725,0.00065180904,0.0002462211,0.000053270873,0.00028703467,0.0001580791,0.0002568439,0.000038984486,0.002935307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967893,0.00013128166,0.001399389,0.0010250631,0.00010566325,0.00054930116],"domain_scores_gemma":[0.99831545,0.0002592004,0.000567214,0.00051982305,0.0001484942,0.00018980532],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027715792,0.00029193042,0.0008633144,0.0016841367,0.0001238145,0.000087525426,0.0006785111,0.00054103264,0.0013152993],"category_scores_gemma":[0.00031043225,0.00039452614,0.00018566579,0.00014859874,0.0005363315,0.0003801044,0.00051712565,0.001100968,0.00032784021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007811889,0.00012772417,0.02716584,0.000108266504,0.0001121541,0.000003499026,0.0017020407,0.003216742,0.000005467711,0.9634544,0.003907565,0.00011816328],"study_design_scores_gemma":[0.0007041912,0.000059521328,0.014355241,0.000071037015,0.0000029719542,0.000002669494,0.00021655641,0.0067542135,0.000020597648,0.9698238,0.0076097758,0.0003794627],"about_ca_topic_score_codex":0.0063810325,"about_ca_topic_score_gemma":0.0010556797,"teacher_disagreement_score":0.531302,"about_ca_system_score_codex":0.0015693582,"about_ca_system_score_gemma":0.0007111258,"threshold_uncertainty_score":0.9998507},"labels":[],"label_agreement":null},{"id":"W2890074280","doi":"10.2139/ssrn.2733535","title":"Bank Quality, Judicial Efficiency and Borrower Runs: Loan Repayment Delays in Italy","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Default; Loan; Enforcement; Business; Market liquidity; Monetary economics; Term loan; Quarter (Canadian coin); Loan-to-value ratio; Financial system; Finance; Non-performing loan; Non-conforming loan; Economics; Mortgage insurance","score_opus":0.018621411805023042,"score_gpt":0.22648097658824443,"score_spread":0.20785956478322137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890074280","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":[0.95034933,0.019519975,0.002940066,0.0020066553,0.00047493022,0.00014298636,0.000020386646,0.000024152932,0.024521507],"genre_scores_gemma":[0.99139905,0.0029579608,0.000020377967,0.0001910783,0.00020953064,0.00000802871,0.0000018077354,0.000023160703,0.00518903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971652,0.000049066337,0.00094868464,0.00044047652,0.000048275826,0.0013483162],"domain_scores_gemma":[0.9991446,0.0000547589,0.00043373724,0.0002468092,0.000021194935,0.00009891302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033415838,0.00018854515,0.00043196927,0.0003069585,0.00016159184,0.000053806358,0.00026996035,0.00010572672,0.00022708598],"category_scores_gemma":[0.00010626057,0.00017265213,0.00012642892,0.00012521974,0.00009890814,0.0005157949,0.000050774765,0.00054532994,0.00028530534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010595977,0.00014651658,0.06148964,0.000006715248,0.000084827385,0.000012736039,0.00094493903,0.000004888521,0.00010191701,0.9300416,0.00028574554,0.0067744986],"study_design_scores_gemma":[0.0029983353,0.0006577407,0.01084323,0.00006114206,0.000010631357,0.00016537895,0.0011598243,0.000058723952,0.00006740238,0.92915606,0.054109238,0.00071226497],"about_ca_topic_score_codex":0.00039235683,"about_ca_topic_score_gemma":0.0011153914,"teacher_disagreement_score":0.053823493,"about_ca_system_score_codex":0.0012221242,"about_ca_system_score_gemma":0.0003731462,"threshold_uncertainty_score":0.70405495},"labels":[],"label_agreement":null},{"id":"W2899418753","doi":"10.34894/huxbf1","title":"Replication Data for: A note on testing guilt aversion","year":2018,"lang":"en","type":"dataset","venue":"Research portal (Tilburg University)","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Kindness; Order (exchange); Psychology; Replication (statistics); Action (physics); Test (biology); Social psychology; Zero (linguistics); Sequence (biology); Econometrics; Cognitive psychology; Computer science; Mathematics; Economics; Statistics; Political science","score_opus":0.2984580424009227,"score_gpt":0.3476207140532117,"score_spread":0.04916267165228899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899418753","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036514702,0.00018608331,0.000056510522,0.00025332332,0.00045255577,0.00067357824,0.9432873,0.000047774174,0.05467772],"genre_scores_gemma":[0.0011769235,0.00022812275,0.0003033412,0.00007467612,0.0006118383,0.0000069517914,0.9763098,0.000038293445,0.021250075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996775,0.000077630975,0.0005446695,0.001866595,0.00013636796,0.00059979246],"domain_scores_gemma":[0.9921303,0.00041679878,0.0005937824,0.006399328,0.00024322126,0.00021659993],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028807123,0.00028999045,0.00056564284,0.001521337,0.0006524608,0.00009864629,0.0036962281,0.0004368477,0.0008507182],"category_scores_gemma":[0.002917929,0.00039162068,0.00014412418,0.00065794634,0.00029120993,0.00065818423,0.001301762,0.0006530562,0.0020302113],"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":[0.00012873996,0.00011121855,0.00006450124,0.00009871423,0.00006558988,0.00009068348,0.000029017288,0.0000021694054,0.0000026436126,0.005048907,0.9941238,0.00023402291],"study_design_scores_gemma":[0.0004542995,0.00038291354,0.000023486116,0.00010483797,0.000015523972,0.000003337772,0.00009275891,0.00042047913,0.000008885864,0.0015380797,0.9965671,0.00038832793],"about_ca_topic_score_codex":0.0010654711,"about_ca_topic_score_gemma":0.00017927459,"teacher_disagreement_score":0.033427645,"about_ca_system_score_codex":0.00043383695,"about_ca_system_score_gemma":0.000287044,"threshold_uncertainty_score":0.99985355},"labels":[],"label_agreement":null},{"id":"W2901501036","doi":"10.6000/1929-7092.2018.07.47","title":"Adoption of Blockchain Technology in Trade Finance Process","year":2018,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blockchain; Process (computing); Business; Trade finance; Economics; Computer science; Computer security; Operating system; Public finance; Macroeconomics","score_opus":0.03027430694900077,"score_gpt":0.2558432389789922,"score_spread":0.22556893202999143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901501036","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":[0.9549308,0.028779132,0.00009631621,0.0011696429,0.0006937379,0.0002318481,0.000056979996,0.000006614509,0.014034961],"genre_scores_gemma":[0.9927421,0.006008756,0.00063473027,0.00031620162,0.00019148263,0.0000068937816,0.0000014129089,0.000011802004,0.000086613356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738574,0.000025362917,0.002086721,0.0002714403,0.000018121249,0.00021259078],"domain_scores_gemma":[0.9970368,0.000017588438,0.0025516066,0.00030397126,0.000038239086,0.00005178306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011702548,0.00018303333,0.0010921208,0.00036896428,0.0000364942,0.000013651401,0.00044558133,0.00016378854,0.00006287437],"category_scores_gemma":[0.00013283722,0.00020028812,0.00022757822,0.00030850858,0.00015828076,0.00023189155,0.000021399483,0.00019488967,0.00020615346],"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":[0.0005181769,0.0007994075,0.10041876,0.00032970886,0.00014595009,0.000024012259,0.0011932879,0.0015136987,0.000017790426,0.8358429,0.0038191515,0.055377156],"study_design_scores_gemma":[0.001748592,0.0015174113,0.006709846,0.0005430564,0.00001658622,0.00008387069,0.00022717175,0.001062319,0.00029553645,0.117243566,0.8700466,0.0005054429],"about_ca_topic_score_codex":0.000007891291,"about_ca_topic_score_gemma":0.000032022985,"teacher_disagreement_score":0.86622745,"about_ca_system_score_codex":0.000368714,"about_ca_system_score_gemma":0.00007418904,"threshold_uncertainty_score":0.81675124},"labels":[],"label_agreement":null},{"id":"W2909172893","doi":"","title":"Italia extra-virgin olive oil: impact on demand on being markets leaders, private labels or small producers","year":2018,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Profitability index; Competition (biology); Product (mathematics); Olive oil; Distribution (mathematics); Business; Product differentiation; Industrial organization; Private sector; Marketing; Economics; Market economy; Finance","score_opus":0.051199377957282854,"score_gpt":0.2520915102687147,"score_spread":0.20089213231143183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909172893","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":[0.8708631,0.07644905,0.000013073988,0.0006189632,0.00047660116,0.0003859621,0.00022256764,0.000019146657,0.050951548],"genre_scores_gemma":[0.60702056,0.38363224,0.0004309026,0.0014139588,0.00024980312,0.00004338173,0.000021535907,0.000053862444,0.0071337647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753356,0.000038134745,0.0011494035,0.00085413625,0.000019081732,0.000405682],"domain_scores_gemma":[0.99816346,0.00009491359,0.0009162427,0.0006994671,0.000035712346,0.0000901921],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011297029,0.00039026563,0.0011660752,0.0001865763,0.00015835148,0.00004453668,0.00034888444,0.0001264943,0.00027668723],"category_scores_gemma":[0.00012819115,0.00037369816,0.00024406122,0.00013114238,0.00031360224,0.00031087318,0.000058410867,0.00017860165,0.00042675654],"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":[0.0012189924,0.0005397856,0.0076722866,0.008348521,0.0006107539,0.00003151703,0.002143293,0.00013731731,0.000023159952,0.8856608,0.012800244,0.08081329],"study_design_scores_gemma":[0.0012578813,0.001454521,0.0046657664,0.006499011,0.000037854894,0.000019300236,0.000043743046,0.001044572,0.0004145467,0.008202268,0.9752423,0.0011182402],"about_ca_topic_score_codex":0.000036132104,"about_ca_topic_score_gemma":0.000016234626,"teacher_disagreement_score":0.96244204,"about_ca_system_score_codex":0.00015926918,"about_ca_system_score_gemma":0.00007016124,"threshold_uncertainty_score":0.9998715},"labels":[],"label_agreement":null},{"id":"W2909615194","doi":"","title":"Populism and the broken engine of the Italian economy","year":2018,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Italy: Economic History and Contemporary Issues","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":"Temptation; Populism; Globalization; Blame; Rationalisation; Parliament; Immigration; Political science; Political economy; Quarter (Canadian coin); Economy; Development economics; Economics; Law; Politics; Geography","score_opus":0.050423433679392414,"score_gpt":0.3122476533033737,"score_spread":0.2618242196239813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909615194","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":[0.9419871,0.0013230329,0.000008303251,0.012881302,0.00038320816,0.0005744919,0.00044527123,0.00000821051,0.042389054],"genre_scores_gemma":[0.9964313,0.0012174704,0.00039859457,0.0008412186,0.0004153076,0.00001705279,0.0000047497283,0.000025914422,0.0006484112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9943965,0.0001234362,0.002006113,0.0012377031,0.00013307827,0.0021031552],"domain_scores_gemma":[0.99493164,0.0007754912,0.0006624384,0.0011105485,0.00043376896,0.0020861318],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009745936,0.00037521584,0.0012209355,0.00072889734,0.00093775714,0.00041901166,0.0018448326,0.00020594378,0.00027529878],"category_scores_gemma":[0.002663195,0.00029470207,0.0002387352,0.00067397027,0.024453042,0.0015040481,0.0012193692,0.00062445295,0.000058622238],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010567282,0.00008891469,0.021116665,0.00004459321,0.000033098895,4.1111227e-7,0.00013321021,0.000010073594,0.000062452935,0.9779949,0.0000851889,0.0003248123],"study_design_scores_gemma":[0.0033973244,0.00077811844,0.08228275,0.000095906864,0.00003503454,0.000045110875,0.0013731385,0.01615611,0.0031447045,0.85331726,0.038632423,0.00074209593],"about_ca_topic_score_codex":0.005038424,"about_ca_topic_score_gemma":0.00037592524,"teacher_disagreement_score":0.12467762,"about_ca_system_score_codex":0.0005063796,"about_ca_system_score_gemma":0.0014814786,"threshold_uncertainty_score":0.9999505},"labels":[],"label_agreement":null},{"id":"W2918245983","doi":"10.1111/1468-2427.12777","title":"Ugo Rossi 2017: <i>Cities in Global Capitalism</i> . Cambridge: Polity Press","year":2019,"lang":"en","type":"article","venue":"International Journal of Urban and Regional Research","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Polity; Citation; Capitalism; Sociology; Media studies; Library science; Political science; Computer science; Law","score_opus":0.09883655300089977,"score_gpt":0.32125213838899963,"score_spread":0.22241558538809986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918245983","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":[0.88192135,0.017460208,0.000015854126,0.0036558015,0.0011114745,0.00011096208,0.00015121046,0.0000045253687,0.0955686],"genre_scores_gemma":[0.98488903,0.0007437053,0.000039464194,0.00021050175,0.00043889912,0.0000031853351,0.000009185155,0.0000082155775,0.013657788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985671,0.000057438265,0.00065966154,0.00024682644,0.00021912556,0.0002498332],"domain_scores_gemma":[0.99904627,0.000110536406,0.00030369434,0.00014619321,0.00027203574,0.00012127636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014383883,0.000106482206,0.00030811154,0.00032818422,0.0000546038,0.00013358712,0.0005372248,0.00008831458,0.00011931166],"category_scores_gemma":[0.00009976298,0.00010849007,0.00011683867,0.00008705126,0.00023297605,0.00058558246,0.00010373964,0.00034759525,0.00014459554],"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":[0.00036666804,0.0001532291,0.29674193,0.000023915749,0.00013682684,0.00013447137,0.0010044244,0.00003066684,0.000015347874,0.6103592,0.090688944,0.0003443889],"study_design_scores_gemma":[0.0018752295,0.00022129348,0.14233974,0.0001169615,0.0000021328967,0.00019443664,0.0007885788,0.0003565207,0.000021696598,0.03403771,0.8198016,0.00024409845],"about_ca_topic_score_codex":0.0010629017,"about_ca_topic_score_gemma":0.000040413055,"teacher_disagreement_score":0.7291126,"about_ca_system_score_codex":0.00041159315,"about_ca_system_score_gemma":0.00013763245,"threshold_uncertainty_score":0.4424097},"labels":[],"label_agreement":null},{"id":"W2934110797","doi":"10.5539/jsd.v12n2p39","title":"The Economic Impact of Immigration on Domestic Employment in a Dual Economy: A New Sustainable Challenge","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Immigration; Economics; Dual (grammatical number); Dual economy; Labour economics; Market economy; Political science","score_opus":0.014303886225751431,"score_gpt":0.22783339057165358,"score_spread":0.21352950434590215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934110797","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":[0.976344,0.0030402655,0.00004399397,0.0006143296,0.00027010092,0.00050244055,0.0000025616944,0.0000060845755,0.019176252],"genre_scores_gemma":[0.9681047,0.00020623268,0.0000677106,0.00003906925,0.0000893939,0.000017509836,0.0000031414281,0.00002478468,0.031447463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738157,0.000035012727,0.0016985848,0.00028325405,0.000050419287,0.00055116956],"domain_scores_gemma":[0.99789476,0.00012829505,0.0014209495,0.00030837493,0.00011003594,0.00013756279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019471773,0.00023831485,0.0007021128,0.00069281826,0.00013264216,0.00009864279,0.00029217673,0.00009628161,0.0003020584],"category_scores_gemma":[0.00006510943,0.0002084768,0.00024172798,0.00015132871,0.00003976122,0.0007785138,0.00007716673,0.00023944107,0.00021991885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018657655,0.0005445591,0.08005489,0.0003634185,0.001035627,0.0007957095,0.031130446,0.02545823,0.00001050781,0.84670967,0.009582916,0.0024482848],"study_design_scores_gemma":[0.006804545,0.003671068,0.094091944,0.00019139187,0.000020887459,0.0000938822,0.045355096,0.001037444,0.00020363857,0.08813406,0.7592709,0.0011251088],"about_ca_topic_score_codex":0.00074005243,"about_ca_topic_score_gemma":0.00005694551,"teacher_disagreement_score":0.7585756,"about_ca_system_score_codex":0.0063009835,"about_ca_system_score_gemma":0.0024600816,"threshold_uncertainty_score":0.99751365},"labels":[],"label_agreement":null},{"id":"W2949116815","doi":"","title":"Chapter 2. Why Productivity Matters","year":2008,"lang":"fr","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Italy: Economic History and Contemporary Issues","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":"Productivity; Natural resource economics; Economics; Macroeconomics","score_opus":0.03801814806847143,"score_gpt":0.1996113424093217,"score_spread":0.1615931943408503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949116815","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":[0.002759489,0.010315252,0.0011823144,0.12546751,0.013832603,0.0019297207,0.005271342,0.00021101325,0.83903074],"genre_scores_gemma":[0.20466505,0.008396592,0.0011415322,0.0828214,0.0048655514,0.00052519963,0.0049374085,0.00045393698,0.6921933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99358135,0.00008582831,0.002514661,0.0026234207,0.00024840928,0.00094631326],"domain_scores_gemma":[0.99499476,0.00015277696,0.0023917798,0.0017289327,0.00027636965,0.00045540868],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001008413,0.0013358983,0.0020808477,0.0008869541,0.0012810163,0.00034820123,0.0010274315,0.0009772656,0.06306133],"category_scores_gemma":[0.000092308495,0.0019174686,0.0009101867,0.0001422743,0.0012615975,0.01772915,0.00031629307,0.001070275,0.049817804],"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":[0.00013956573,0.000263358,0.00034064206,0.000181973,0.0004147755,0.00021137153,0.00032998106,0.00007772376,0.000012391552,0.9137725,0.08093544,0.00332023],"study_design_scores_gemma":[0.0011286305,0.0003388964,0.0023293572,0.00042186878,0.00008711032,0.00020867799,0.0000529655,0.00008185264,0.00015095458,0.01386188,0.9792684,0.002069437],"about_ca_topic_score_codex":0.00031788793,"about_ca_topic_score_gemma":0.0008372726,"teacher_disagreement_score":0.8999107,"about_ca_system_score_codex":0.0009374416,"about_ca_system_score_gemma":0.00013181398,"threshold_uncertainty_score":0.9999392},"labels":[],"label_agreement":null},{"id":"W2965098085","doi":"10.1425/93581","title":"Income inequality and stagnation in Italy over the last quarter of a century","year":2019,"lang":"en","type":"article","venue":"Stato e mercato","topic":"Italy: Economic History and Contemporary Issues","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":"Recession; Economics; Inequality; Business cycle; Quarter (Canadian coin); Economic inequality; Poverty; Currency; Demographic economics; Population; Economic stagnation; Development economics; Geography; Monetary economics; Keynesian economics; Economic growth; Political science; Demography","score_opus":0.014994757064528772,"score_gpt":0.21330023648453228,"score_spread":0.1983054794200035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965098085","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":[0.9822331,0.0017693646,0.00002145187,0.00015237606,0.00020231755,0.00020393773,0.00010793116,0.0000079564215,0.015301568],"genre_scores_gemma":[0.9994515,0.000061409555,0.000020706097,0.00010383308,0.000016046746,0.000011687236,0.00001167446,0.000009763636,0.00031338463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990566,0.0000306319,0.00050356146,0.00024842314,0.000024859248,0.00013596391],"domain_scores_gemma":[0.99938,0.00005777094,0.00023575668,0.00028437146,0.000012303829,0.000029790554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006013866,0.00009632221,0.0002863296,0.00014718038,0.000028146427,0.000019558545,0.00012518575,0.000050393402,0.0004468844],"category_scores_gemma":[0.00002289872,0.000091308,0.000046955673,0.00012176179,0.000053568165,0.0003047462,0.000037713224,0.000094997864,0.00021777768],"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":[0.000022709859,0.00003892693,0.8546545,0.000043537646,0.000018069903,7.0980633e-7,0.004976886,0.0000050466897,0.000018417926,0.13984151,0.00011145156,0.0002682584],"study_design_scores_gemma":[0.0009544744,0.00009725639,0.9251229,0.00002445467,0.000002996897,0.0000010015254,0.0021607194,0.00035921455,0.000047227124,0.017856222,0.053128228,0.00024528243],"about_ca_topic_score_codex":0.00045589547,"about_ca_topic_score_gemma":0.00021062343,"teacher_disagreement_score":0.12198529,"about_ca_system_score_codex":0.000063724554,"about_ca_system_score_gemma":0.000016718383,"threshold_uncertainty_score":0.48930708},"labels":[],"label_agreement":null},{"id":"W2967067672","doi":"10.4324/9780429270505-5","title":"Italian economists, paradigmatic revolutions and development issues in Italy in the last quarter of the nineteenth century","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Italy: Economic History and Contemporary Issues","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":"Quarter (Canadian coin); History; Economic history; Archaeology","score_opus":0.0234281656811155,"score_gpt":0.18920881686006305,"score_spread":0.16578065117894755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967067672","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":[0.019279277,0.015485358,0.000005888989,0.0009812097,0.0004198576,0.00074801134,0.000111154106,0.000010474465,0.96295875],"genre_scores_gemma":[0.6623517,0.00072029524,0.00013865514,0.0003266248,0.00006881656,0.00003796553,0.000050791878,0.00004207994,0.33626303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979793,0.000020987194,0.0012593422,0.00047721202,0.00003502389,0.00022817623],"domain_scores_gemma":[0.99865997,0.00007076067,0.0005927248,0.00063194905,0.000010373531,0.000034251432],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000552071,0.0003055315,0.00074163784,0.00028973224,0.00007105702,0.000042628148,0.00047362642,0.00020852408,0.0008775269],"category_scores_gemma":[0.000014388076,0.00024770873,0.00013353353,0.000042510732,0.00014580296,0.00020964137,0.00007818848,0.00028389538,0.0005987761],"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":[0.000009672863,0.00005367424,0.022431184,0.0001494103,0.000076667464,0.0000029180428,0.00673926,0.000018182653,1.709379e-7,0.9650133,0.0052858284,0.00021969205],"study_design_scores_gemma":[0.00041996868,0.00003509927,0.015599895,0.0001830476,0.0000064122437,0.0000043973764,0.00056167913,0.000054161243,0.000001548294,0.01734994,0.9653979,0.00038598027],"about_ca_topic_score_codex":0.00021986644,"about_ca_topic_score_gemma":0.0016987254,"teacher_disagreement_score":0.96011204,"about_ca_system_score_codex":0.00032714804,"about_ca_system_score_gemma":0.00014148503,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W2972670644","doi":"10.1093/icc/dtab058","title":"The birth and development of the Italian automotive industry (1894–2015) and the Turin car cluster","year":2021,"lang":"en","type":"preprint","venue":"Industrial and Corporate Change","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Automotive industry; Metropolitan area; Economies of agglomeration; Economic geography; Externality; Cluster (spacecraft); Industrial organization; Relation (database); Business; Economy; Regional science; Economics; Engineering; Economic growth; Geography; Computer science; Microeconomics","score_opus":0.1860686188745596,"score_gpt":0.22709944844086283,"score_spread":0.04103082956630322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972670644","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":[0.9755991,0.014486968,0.0000050854624,0.0050204513,0.0018679264,0.0009249096,0.00026410798,0.000014376501,0.0018170686],"genre_scores_gemma":[0.99470913,0.00056332146,0.000016897826,0.00039623285,0.0005307448,0.0001727485,0.000028580629,0.000025234973,0.0035571204],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981533,0.00014694667,0.000812577,0.0005791761,0.000056813853,0.00025116283],"domain_scores_gemma":[0.99787545,0.0001252273,0.0013496003,0.00049403234,0.00006080476,0.00009487164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012997373,0.00033066404,0.0006927217,0.00007996727,0.00050401787,0.00024877265,0.0003758,0.0006940612,0.000040388757],"category_scores_gemma":[0.00009486303,0.00020952133,0.0000984371,0.000113864255,0.00073772564,0.00015708308,0.0009574602,0.0011038266,0.0000066197676],"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":[0.0026822833,0.000499381,0.4909062,0.0011680088,0.0044144997,0.00008932136,0.27115807,0.000056228855,0.000023330038,0.10875533,0.02299317,0.09725415],"study_design_scores_gemma":[0.012938742,0.000235432,0.0843636,0.0011293164,0.00019319275,0.000054571177,0.028806971,0.0006884949,0.0006507243,0.037719022,0.8306346,0.0025853643],"about_ca_topic_score_codex":0.0005370393,"about_ca_topic_score_gemma":0.0003826879,"teacher_disagreement_score":0.8076414,"about_ca_system_score_codex":0.00008256242,"about_ca_system_score_gemma":0.00019327264,"threshold_uncertainty_score":0.8544032},"labels":[],"label_agreement":null},{"id":"W2979613458","doi":"10.4000/histoiremesure.8146","title":"The 1946 Allied Mission to Observe Greek Elections","year":2018,"lang":"en","type":"article","venue":"Histoire & Mesure","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Politics; Intersection (aeronautics); Intervention (counseling); Political science; Sampling (signal processing); Monarchy; Law; History; Economic history; Geography; Psychology; Engineering; Cartography","score_opus":0.037561477849178515,"score_gpt":0.2252889294540595,"score_spread":0.187727451604881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979613458","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":[0.35189137,0.018750945,0.0007180377,0.009462872,0.005923797,0.00061225577,0.00011548943,0.00025342684,0.61227185],"genre_scores_gemma":[0.8681665,0.000041949206,0.00014309977,0.0008382767,0.00046629753,0.000026582537,0.000012841314,0.00003178888,0.13027266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857825,0.00003006926,0.0005384196,0.00048175902,0.000036074147,0.00033544915],"domain_scores_gemma":[0.9988997,0.00004877842,0.00022425255,0.0006171483,0.0000566231,0.00015349973],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005615008,0.0001847444,0.00030133704,0.00011561607,0.0014425535,0.00007198891,0.00040333395,0.00011740471,0.00048637486],"category_scores_gemma":[0.00011557455,0.0001781057,0.00014674553,0.0002225184,0.00018570502,0.00019890742,0.000046860303,0.00016542446,0.0042148707],"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":[0.00018218966,0.00015135766,0.009721376,0.000020453883,0.00013117571,0.000019105897,0.006832349,0.000020392428,0.00043601316,0.29350436,0.679873,0.009108229],"study_design_scores_gemma":[0.00020596254,0.00013107459,0.0038435624,0.00001116082,0.00000509559,0.0000058477335,0.00012508687,0.00011757414,0.00010424935,0.0064304317,0.9887742,0.00024578755],"about_ca_topic_score_codex":0.0002585915,"about_ca_topic_score_gemma":0.0005273392,"teacher_disagreement_score":0.51627517,"about_ca_system_score_codex":0.0002884743,"about_ca_system_score_gemma":0.000046107078,"threshold_uncertainty_score":0.9998574},"labels":[],"label_agreement":null},{"id":"W2990904676","doi":"10.1093/icc/dtz060","title":"Privatizations and efficiency. Evidences from the Italian iron and steel industry, 1979–2016","year":2019,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":9,"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":"Allocative efficiency; Quarter (Canadian coin); Industrial organization; Economics; Business; Market economy; Economy; Microeconomics; Geography","score_opus":0.2096343872025843,"score_gpt":0.21979004793727885,"score_spread":0.010155660734694566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990904676","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":[0.98560447,0.006717967,0.0000047395165,0.0025723362,0.00063963234,0.00044024273,0.00025523684,0.000020528725,0.003744831],"genre_scores_gemma":[0.9947475,0.0003910123,0.000008736268,0.00042628884,0.000473893,0.000031034586,0.000030633633,0.000012650207,0.0038782437],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897313,0.000031541356,0.00035597745,0.0004313341,0.000029955716,0.00017803807],"domain_scores_gemma":[0.9991627,0.00010138071,0.00040667123,0.00022266312,0.000014708218,0.000091904585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036129134,0.0001644555,0.00030049877,0.000072292554,0.00020482778,0.00015238393,0.00015320165,0.00026500033,0.00029498967],"category_scores_gemma":[0.000046070898,0.00013996275,0.00002678405,0.00013847987,0.0001846124,0.00047036726,0.000095265124,0.00025723287,0.00011190837],"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":[0.000035403686,0.000029289682,0.96752846,0.000011257969,0.000029096307,0.000003249545,0.002985327,0.0000014146339,0.00002349252,0.022842022,0.0018484998,0.0046624932],"study_design_scores_gemma":[0.004254678,0.00078518136,0.35037428,0.00037480312,0.000056516303,0.0000135817245,0.0057667727,0.0013093472,0.000077847886,0.032007184,0.60353935,0.0014404774],"about_ca_topic_score_codex":0.0011029094,"about_ca_topic_score_gemma":0.00010510341,"teacher_disagreement_score":0.6171542,"about_ca_system_score_codex":0.000025332381,"about_ca_system_score_gemma":0.00002925457,"threshold_uncertainty_score":0.5707515},"labels":[],"label_agreement":null},{"id":"W3004112216","doi":"10.34989/swp-2020-2","title":"Social Learning and Monetary Policy at the Effective Lower Bound","year":2020,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"European Commission","keywords":"Disinflation; Inflation (cosmology); Credibility; Economics; Monetary policy; Recession; Zero lower bound; Inflation targeting; Monetary economics; Matching (statistics); Central bank; Great recession; Keynesian economics","score_opus":0.037775094855848464,"score_gpt":0.29470188534404923,"score_spread":0.2569267904882008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004112216","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":[0.6687736,0.004039491,0.000002316175,0.0049397796,0.0005033501,0.0010561636,0.00017329173,0.000053681008,0.32045835],"genre_scores_gemma":[0.97827524,0.0048806733,0.000024433828,0.00033612928,0.00096365815,0.00032169494,0.00009189456,0.0001008002,0.015005485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963581,0.00028077842,0.0009944595,0.0015124885,0.00006598194,0.0007882041],"domain_scores_gemma":[0.99813235,0.00050603214,0.00053209404,0.0005953237,0.000034995755,0.00019922199],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021795728,0.00044592738,0.0010519223,0.00054320786,0.0008264708,0.00028038048,0.00066809996,0.0005342512,0.00030418334],"category_scores_gemma":[0.0005184398,0.0005030788,0.0003197107,0.00016381696,0.00081789447,0.00020284693,0.0018268598,0.002437985,0.00030171798],"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":[0.003282048,0.0009702387,0.29608667,0.0020484664,0.0037869809,0.00058548246,0.06053176,0.008693687,0.0002013538,0.20074072,0.009480419,0.41359216],"study_design_scores_gemma":[0.0012441137,0.00028086262,0.022853835,0.00007817375,0.0000138681135,0.000013495675,0.0011211813,0.0059310175,0.00003097479,0.0519155,0.91536385,0.0011531063],"about_ca_topic_score_codex":0.0006379875,"about_ca_topic_score_gemma":0.00033558824,"teacher_disagreement_score":0.90588343,"about_ca_system_score_codex":0.0019352897,"about_ca_system_score_gemma":0.00024762488,"threshold_uncertainty_score":0.99986345},"labels":[],"label_agreement":null},{"id":"W3040932263","doi":"10.1111/joie.12223","title":"Market Power and Patent Strategies: Evidence from Renaissance Venice","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Einaudi Institute for Economics and Finance","keywords":"The Renaissance; Exploit; Craft; Intellectual property; Statutory law; Competition (biology); Power (physics); Economics; Industrial organization; Business; Law; Political science; History; Art history; Computer science","score_opus":0.1729126387185512,"score_gpt":0.22702888349643194,"score_spread":0.05411624477788074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040932263","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":[0.9703694,0.010312013,0.0002483171,0.0042510414,0.00144063,0.000140691,0.00014689131,0.000013976264,0.013077035],"genre_scores_gemma":[0.9964121,0.0012972674,0.00030102834,0.00066136435,0.001136363,0.0000023619111,0.0000026121184,0.000026545486,0.00016037261],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978186,0.00004161535,0.0015039446,0.00039027288,0.000026906497,0.0002186789],"domain_scores_gemma":[0.9975826,0.00019234233,0.0016651745,0.00023704811,0.000042856504,0.00027995466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008252032,0.00021343547,0.0007826751,0.00011587743,0.00008163152,0.00019764903,0.00041809856,0.00021620448,0.0011838509],"category_scores_gemma":[0.00040167084,0.00024812706,0.0001975934,0.000081390346,0.000100944504,0.001640756,0.00007252816,0.00046497592,0.00012541503],"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":[0.01241914,0.0006815473,0.35803622,0.00017045265,0.0037782162,0.0005663944,0.038031712,0.0054314528,0.00062847894,0.15500845,0.40579394,0.019453984],"study_design_scores_gemma":[0.0062203645,0.0018460556,0.0063914014,0.00039883016,0.00008001288,0.000058469916,0.004730835,0.0029079234,0.00036620506,0.025032358,0.95063543,0.001332134],"about_ca_topic_score_codex":0.0001121751,"about_ca_topic_score_gemma":0.000009196849,"teacher_disagreement_score":0.54484147,"about_ca_system_score_codex":0.00017099388,"about_ca_system_score_gemma":0.00019836571,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W3044441460","doi":"","title":"The Heterogeneity of the Inflation Expectations of Italian Firms along the Business Cycle","year":2019,"lang":"en","type":"article","venue":"International journal of central banking","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":7,"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":"Inflation (cosmology); Economics; Dispersion (optics); Business cycle; Monetary economics; Economic stability; Price dispersion; Price of stability; Monetary policy; Quarter (Canadian coin); Aggregate (composite); Price setting; Macroeconomics; Econometrics; Microeconomics","score_opus":0.015251744786711026,"score_gpt":0.21786784742863047,"score_spread":0.20261610264191945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044441460","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":[0.9909207,0.0013642815,0.00020698026,0.001548526,0.0022183429,0.0000837174,0.000023030192,0.0000018311218,0.003632573],"genre_scores_gemma":[0.9995438,0.00006098675,0.000026424806,0.00004606802,0.00015536833,0.0000011058056,0.0000021804515,0.000006238107,0.00015785372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894583,0.000027771348,0.000755667,0.00008059853,0.00009091642,0.00009918821],"domain_scores_gemma":[0.99824715,0.000115619834,0.0012724793,0.00016632961,0.00018206213,0.000016345668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040292053,0.00006541293,0.00016083974,0.00006729529,0.000089738474,0.000044511846,0.0006044497,0.000029223405,0.00011152913],"category_scores_gemma":[0.000102033024,0.0000418773,0.00017707555,0.00009038237,0.00007668155,0.0003519272,0.000044176028,0.00010045816,0.000013104338],"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":[0.000101029946,0.00007363352,0.87974,0.0000148127565,0.0004049864,0.0000027851254,0.005092495,0.006826739,0.0005091295,0.10447934,0.0002134965,0.0025415614],"study_design_scores_gemma":[0.00084202416,0.000047058184,0.9427473,0.00015703066,0.000017616418,0.00004069598,0.0013704151,0.0017397236,0.003835333,0.017983293,0.031061914,0.00015760945],"about_ca_topic_score_codex":0.00007739746,"about_ca_topic_score_gemma":0.00005215427,"teacher_disagreement_score":0.086496055,"about_ca_system_score_codex":0.00008894696,"about_ca_system_score_gemma":0.00004442303,"threshold_uncertainty_score":0.17077067},"labels":[],"label_agreement":null},{"id":"W3081590049","doi":"10.5539/ijef.v12n9p95","title":"Finance and Development in Italy, 1870-1913","year":2020,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intermediation; Financial intermediary; Economics; Identification (biology); Investment (military); Capital (architecture); Foreign direct investment; Foreign capital; Finance; Financial system; Business; Macroeconomics; Political science; Geography","score_opus":0.0359139266957274,"score_gpt":0.2052231696348403,"score_spread":0.1693092429391129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081590049","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":[0.9868677,0.007278384,0.00016739119,0.0022070096,0.0005042878,0.00005695892,0.00003287449,0.0000028621714,0.0028824827],"genre_scores_gemma":[0.9904698,0.0067025465,0.001594681,0.0008086975,0.00017073822,0.0000033484114,0.0000030909027,0.000012179912,0.00023492525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866253,0.0000059997537,0.0009160898,0.00026477236,0.000017625589,0.00013298498],"domain_scores_gemma":[0.99915147,0.000030142726,0.00065369305,0.00007357296,0.0000400605,0.00005105522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030353613,0.00012971787,0.00038927706,0.00016588253,0.00003797751,0.0000714667,0.0002770449,0.000061749,0.000032939697],"category_scores_gemma":[0.000041787633,0.00015995295,0.000052337196,0.00003918118,0.000065647124,0.0005519715,0.00007519899,0.00015134149,0.000046518682],"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":[0.0004190434,0.00018035906,0.17786576,0.00003531447,0.0002599229,0.00017866484,0.008700904,0.0041381554,0.000015073371,0.773836,0.0014164925,0.0329543],"study_design_scores_gemma":[0.0015704581,0.00012325661,0.026804429,0.000045357992,0.0000021747724,0.000057971385,0.00013129463,0.0038041442,0.0001220788,0.006699845,0.9603154,0.00032357947],"about_ca_topic_score_codex":0.000025723888,"about_ca_topic_score_gemma":0.000037605332,"teacher_disagreement_score":0.9588989,"about_ca_system_score_codex":0.000086695705,"about_ca_system_score_gemma":0.00006064105,"threshold_uncertainty_score":0.6522692},"labels":[],"label_agreement":null},{"id":"W3093902472","doi":"10.1163/23519924-00603002","title":"‘Assisted’ Migration and the Marshall Plan: the Italian Case","year":2020,"lang":"en","type":"article","venue":"Journal of Migration History","topic":"Italy: Economic History and Contemporary Issues","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":"Marshall Plan; World War II; Plan (archaeology); Section (typography); Political science; European union; Latin Americans; Human migration; Neglect; History; Economy; Economic history; Law; Sociology; Cold war; Economic policy; Business; Economics; Population; Archaeology; Politics","score_opus":0.06260113054326547,"score_gpt":0.1923426183790975,"score_spread":0.12974148783583203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093902472","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":[0.8217663,0.08384623,0.0010286696,0.06718499,0.0018092335,0.0003446507,0.000043049447,0.000023501992,0.023953352],"genre_scores_gemma":[0.99405915,0.00031773635,0.00008323476,0.0025364573,0.00037564227,0.000005178802,0.0000034912928,0.000010644906,0.0026084608],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989397,0.000068816815,0.0007302206,0.0001396999,0.000037447822,0.000084109844],"domain_scores_gemma":[0.99872816,0.00009177662,0.00091876846,0.00014567189,0.000042128773,0.00007352081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008295746,0.00010247148,0.00029014438,0.00007703924,0.00015694724,0.00004012926,0.00016489248,0.0000560898,0.0002398214],"category_scores_gemma":[0.00012932393,0.000072846546,0.00014708057,0.000052130676,0.00015867365,0.00040096123,0.00001504672,0.0002042413,0.000073666895],"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":[0.00097127346,0.00012450751,0.013015571,0.0000841521,0.00036841707,0.00062486314,0.119102985,0.00016760117,0.00013838019,0.16710705,0.695002,0.003293169],"study_design_scores_gemma":[0.0008135241,0.000097739714,0.0009621445,0.0000071636214,0.000020356953,0.00053025293,0.0013404695,0.0014092543,0.0000063661137,0.00077611225,0.99393284,0.00010377393],"about_ca_topic_score_codex":0.00022727341,"about_ca_topic_score_gemma":0.0005395133,"teacher_disagreement_score":0.2989308,"about_ca_system_score_codex":0.0002015398,"about_ca_system_score_gemma":0.00004767878,"threshold_uncertainty_score":0.2970596},"labels":[],"label_agreement":null},{"id":"W3116543004","doi":"10.1410/99051","title":"What do we know on household wealth","year":2020,"lang":"it","type":"article","venue":"Rivista di storia economica","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"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":"National wealth; Household debt; Debt; Pension; Per capita; Economics; Net worth; Business; Finance","score_opus":0.04528075911957268,"score_gpt":0.21561350061037562,"score_spread":0.17033274149080294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116543004","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":[0.49116227,0.25006092,0.00030924613,0.07066628,0.05680497,0.0030049568,0.005557475,0.00085862476,0.121575244],"genre_scores_gemma":[0.9179023,0.056241848,0.00007121547,0.0031066434,0.0049011814,0.00008006357,0.00011156837,0.0003066068,0.017278591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929986,0.00013794626,0.0026894915,0.0027845933,0.00008678566,0.0013025957],"domain_scores_gemma":[0.9947976,0.00029001982,0.0019303571,0.00178853,0.000041838462,0.0011516658],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009312198,0.0011224379,0.0023676306,0.00046325495,0.0005713801,0.001493338,0.0015208828,0.00063513074,0.0035095827],"category_scores_gemma":[0.00014265209,0.0015766292,0.00085022167,0.0003162397,0.00029482375,0.0025293105,0.00031813903,0.0010553239,0.021385102],"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":[0.0013000794,0.0011253408,0.015168757,0.000684501,0.0013897652,0.000119791504,0.024014244,0.0018014753,0.000031152573,0.66182905,0.273319,0.019216802],"study_design_scores_gemma":[0.001935931,0.00086748635,0.0008410407,0.00032428117,0.00004758733,0.0000035314954,0.0015698367,0.0017548064,0.000054299697,0.0033276745,0.98762286,0.0016506426],"about_ca_topic_score_codex":0.00011928949,"about_ca_topic_score_gemma":0.00002448541,"teacher_disagreement_score":0.71430385,"about_ca_system_score_codex":0.0017225897,"about_ca_system_score_gemma":0.00032043576,"threshold_uncertainty_score":0.9995432},"labels":[],"label_agreement":null},{"id":"W3121134896","doi":"","title":"Distinguishing Limited Liability from Moral Hazard in a Model of Entrepreneurship","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Moral hazard; Liability; Entrepreneurship; Limited liability; Economics; Actuarial science; Bond market; Hazard; Econometrics; Nonparametric statistics; Work (physics); Business; Microeconomics; Finance; Engineering; Incentive","score_opus":0.028090281382709425,"score_gpt":0.1963436307846486,"score_spread":0.16825334940193917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121134896","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":[0.97143537,0.006321176,0.00212875,0.00019232194,0.0001859811,0.00008042262,0.00006044943,0.000022272454,0.019573264],"genre_scores_gemma":[0.9982519,0.00022277982,0.00020789746,0.000025776155,0.00013496568,0.0000045662214,0.000019088815,0.000020772952,0.0011122508],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99780345,0.000031750547,0.00089966203,0.0003089835,0.000034066772,0.0009220903],"domain_scores_gemma":[0.99922705,0.00004669984,0.00040877014,0.00025078913,0.000022975728,0.000043694916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012437631,0.00015410647,0.00044033377,0.0001934119,0.00006563299,0.00003918703,0.00029065745,0.00009477132,0.000048695594],"category_scores_gemma":[0.00009067324,0.00018978665,0.00015755187,0.00012114019,0.00005702762,0.00032865957,0.000025385594,0.0007791158,0.000030921234],"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":[0.000052010753,0.00013477064,0.51203865,0.000007672754,0.000044196968,0.0000027371914,0.00043299524,0.0077043585,0.000067689274,0.47895032,0.00006996349,0.00049460033],"study_design_scores_gemma":[0.000617741,0.000054767122,0.011619281,0.000015387577,0.0000057028155,0.0000047860435,0.00018581052,0.022375315,0.000075173666,0.96433085,0.0005031657,0.00021200792],"about_ca_topic_score_codex":0.0013838344,"about_ca_topic_score_gemma":0.0027187965,"teacher_disagreement_score":0.5004194,"about_ca_system_score_codex":0.00086473883,"about_ca_system_score_gemma":0.00026728408,"threshold_uncertainty_score":0.77392745},"labels":[],"label_agreement":null},{"id":"W3121222233","doi":"","title":"Managerial Practices and Students' Performance","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","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":"Lagging; Robustness (evolution); Construct (python library); Test (biology); Best practice; Set (abstract data type); Selection (genetic algorithm); Economics; Business; Management; Computer science; Statistics; Mathematics","score_opus":0.0543702165384205,"score_gpt":0.3107157955845404,"score_spread":0.2563455790461199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121222233","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":[0.73722535,0.0012746624,0.0000033098772,0.0002733848,0.0010966498,0.0005628814,0.00006963472,0.000039447976,0.2594547],"genre_scores_gemma":[0.9739196,0.013453691,0.00022692919,0.00014813896,0.00060795364,0.00024503944,0.000060249622,0.00008744939,0.01125098],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959001,0.00015904297,0.0013774042,0.0016860038,0.00009048633,0.0007869469],"domain_scores_gemma":[0.9967218,0.0003208271,0.0013958241,0.0012985003,0.000043142638,0.00021988206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047817635,0.00044238075,0.0011318692,0.00086371135,0.00027613287,0.00048702606,0.001245888,0.0005595861,0.00029739877],"category_scores_gemma":[0.00051352364,0.0005890635,0.00016894148,0.0000921478,0.00040401844,0.0005011768,0.0015373847,0.0015804095,0.00027843055],"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":[0.0009777327,0.0010801087,0.7703785,0.0024294225,0.0011040882,0.00012939615,0.0061970325,0.004639227,0.000022055354,0.053183854,0.0013184495,0.15854016],"study_design_scores_gemma":[0.0022161622,0.00037072503,0.056202214,0.00032082418,0.000017644235,0.000018921954,0.0008024193,0.017883161,0.000035092497,0.015738962,0.9046302,0.0017636843],"about_ca_topic_score_codex":0.00022204178,"about_ca_topic_score_gemma":0.0001214155,"teacher_disagreement_score":0.9033117,"about_ca_system_score_codex":0.0006919691,"about_ca_system_score_gemma":0.00013907485,"threshold_uncertainty_score":0.9996561},"labels":[],"label_agreement":null},{"id":"W3121395824","doi":"","title":"Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Productivity; Business; Penetration (warfare); Industrial organization; International trade; Monetary economics; Economics; Macroeconomics; Management","score_opus":0.030039738173215574,"score_gpt":0.20777173334033447,"score_spread":0.1777319951671189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121395824","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":[0.968647,0.026818505,0.00090820953,0.0012497783,0.00049833296,0.000116899,0.000015877346,0.000025984025,0.0017194252],"genre_scores_gemma":[0.98654103,0.0074741715,0.00004521344,0.00012291335,0.0005306908,0.000008494848,0.0000098042865,0.00002262033,0.005245039],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980071,0.000029088878,0.00060288893,0.00045107066,0.000041860996,0.0008679548],"domain_scores_gemma":[0.9991381,0.000036026115,0.00043568047,0.00025758083,0.000029607969,0.00010297638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012532021,0.0001773723,0.00035169855,0.00016471329,0.00030367586,0.00006253325,0.00024171465,0.000082347804,0.00013800104],"category_scores_gemma":[0.0001424659,0.00019977281,0.00009297719,0.00009763498,0.00012316367,0.0012525377,0.00003994988,0.0007367831,0.00022886181],"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":[0.00012441243,0.00012794313,0.93191755,0.00001377425,0.00034004461,0.000048655485,0.0059861867,0.000012281943,0.00019956208,0.055792842,0.0013921291,0.0040446455],"study_design_scores_gemma":[0.0016889513,0.0010379137,0.23912315,0.00010769065,0.000035064266,0.0013595213,0.0011906622,0.00035291692,0.00041156367,0.68538886,0.068003565,0.0013001171],"about_ca_topic_score_codex":0.00034301553,"about_ca_topic_score_gemma":0.0005735528,"teacher_disagreement_score":0.6927944,"about_ca_system_score_codex":0.0005148923,"about_ca_system_score_gemma":0.00048771195,"threshold_uncertainty_score":0.8146499},"labels":[],"label_agreement":null},{"id":"W3121473594","doi":"10.2139/ssrn.606624","title":"Menu Costs at Work: Restaurant Prices and the Introduction of the Euro","year":2004,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Changeover; Economics; Inflation (cosmology); Jump; Currency; Monetary economics; Work (physics); Marginal cost; Econometrics; Microeconomics; Computer science; Engineering","score_opus":0.011804404547897567,"score_gpt":0.1857742190153328,"score_spread":0.17396981446743523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121473594","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":[0.8301516,0.13302165,0.00052471174,0.016142756,0.0028331715,0.00066903123,0.00004650675,0.000022193952,0.016588349],"genre_scores_gemma":[0.9774996,0.012086511,0.00001275164,0.00009251143,0.00071067957,0.000014924907,0.000008958812,0.00002883089,0.009545235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99774927,0.00009198414,0.00086653157,0.00043147,0.00005815562,0.0008025636],"domain_scores_gemma":[0.99775755,0.000051410883,0.0015525703,0.00055656757,0.00003985191,0.00004201616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003294923,0.00023807163,0.0005669466,0.0001280602,0.00031149684,0.000078905374,0.0006367428,0.00016370154,0.000047830454],"category_scores_gemma":[0.000116663694,0.00017068505,0.00028211638,0.000119615725,0.00033683114,0.00014858859,0.00034629737,0.0021667609,0.00003262431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003812084,0.00004599018,0.0026635735,0.000037880724,0.00044188625,0.0000011929454,0.0018424032,0.0004865052,0.000003870217,0.9911227,0.0010079952,0.001964754],"study_design_scores_gemma":[0.002523707,0.00010997422,0.0020140675,0.00009854469,0.000075502176,0.00018149918,0.00093744905,0.00007253142,0.000051149782,0.8145851,0.17891014,0.00044036165],"about_ca_topic_score_codex":0.00018201912,"about_ca_topic_score_gemma":0.00037975181,"teacher_disagreement_score":0.17790215,"about_ca_system_score_codex":0.0022446306,"about_ca_system_score_gemma":0.00059038086,"threshold_uncertainty_score":0.9413618},"labels":[],"label_agreement":null},{"id":"W3121640743","doi":"10.25431/11380_1197559","title":"Is it money or brains? The determinants of intra-family decision power","year":2012,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","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":"Queen's University; Queen's University Belfast","keywords":"Spouse; Wife; Economics; Dimension (graph theory); Human capital; Demographic economics; Sample (material); Household income; Power (physics); Family income; Labour economics; Economic growth; Geography; Sociology","score_opus":0.08171109041296168,"score_gpt":0.3192478694549912,"score_spread":0.2375367790420295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121640743","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":[0.8123603,0.0013166941,0.000005052259,0.00032486368,0.00055731565,0.0003371608,0.0000890336,0.00001135774,0.18499826],"genre_scores_gemma":[0.9886515,0.0022669632,0.00020218517,0.0006825085,0.00013851923,0.00006166055,0.000004323644,0.00004855623,0.0079437485],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711335,0.000085588355,0.0013240168,0.0005758501,0.00007222227,0.0008289586],"domain_scores_gemma":[0.9976174,0.0006780751,0.00041321342,0.0010474982,0.000045029654,0.00019873069],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035719944,0.000242054,0.0006730123,0.00046911012,0.00022213998,0.000063898115,0.0008038033,0.00022243292,0.0013830016],"category_scores_gemma":[0.00055404176,0.00021724336,0.0002026053,0.00022934808,0.0003792248,0.00065693643,0.00022995949,0.00044877367,0.0004696447],"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":[0.0010610481,0.0009441622,0.7733943,0.00011501087,0.000239459,0.000035421213,0.02058129,0.00015182448,0.0001263425,0.018816428,0.01062587,0.17390887],"study_design_scores_gemma":[0.0015258554,0.00035369684,0.095781654,0.000112508416,0.0000057669413,0.000023003915,0.0054726703,0.0019449221,0.00053996744,0.0050964933,0.8884271,0.00071639783],"about_ca_topic_score_codex":0.00010728489,"about_ca_topic_score_gemma":0.00013796524,"teacher_disagreement_score":0.8778012,"about_ca_system_score_codex":0.00040247958,"about_ca_system_score_gemma":0.00012467793,"threshold_uncertainty_score":0.9995299},"labels":[],"label_agreement":null},{"id":"W3121956834","doi":"","title":"Quality upgrading of Italian manufactures: evidence from firmsï¿½ prices and strategies","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","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":"Quarter (Canadian coin); Quality (philosophy); Business; Job creation; Product (mathematics); Value (mathematics); Industrial organization; Marketing; Commerce; Economics; Labour economics","score_opus":0.1379136164470322,"score_gpt":0.330144132995855,"score_spread":0.19223051654882278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121956834","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":[0.829605,0.008793287,0.00001837162,0.00012542658,0.0005342161,0.00052319927,0.0004742623,0.000032989155,0.15989324],"genre_scores_gemma":[0.9834802,0.013729831,0.0007721321,0.00003588576,0.00017243187,0.00011261187,0.00006370458,0.000061831444,0.0015713788],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99547464,0.00017137139,0.0019878435,0.0016359702,0.00007759443,0.0006525834],"domain_scores_gemma":[0.9963258,0.0007561711,0.0012315209,0.0014219927,0.0000576743,0.0002068368],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032025685,0.00046919638,0.0015073442,0.0007481044,0.00016514388,0.00024859846,0.0010971721,0.00061781215,0.0005444188],"category_scores_gemma":[0.00044917816,0.0005873343,0.00027731768,0.00009347115,0.0006418442,0.00079308107,0.000867704,0.0012162944,0.0000492293],"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":[0.0013661945,0.0010332799,0.57180643,0.004256321,0.0020877453,0.00013479036,0.06341817,0.0028757288,0.00038855174,0.2682209,0.0006036258,0.083808236],"study_design_scores_gemma":[0.0017568413,0.00046303956,0.28476435,0.0020530096,0.00003364894,0.0000074926274,0.014409155,0.0022769987,0.0012015692,0.6375801,0.052283652,0.0031701147],"about_ca_topic_score_codex":0.005979733,"about_ca_topic_score_gemma":0.0013478871,"teacher_disagreement_score":0.36935923,"about_ca_system_score_codex":0.0005597878,"about_ca_system_score_gemma":0.00031042757,"threshold_uncertainty_score":0.9996578},"labels":[],"label_agreement":null},{"id":"W3122048771","doi":"10.2139/ssrn.1920820","title":"Forecasting Economic Growth in the Euro Area During the Great Moderation and the Great Recession","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Great Moderation; Great recession; Economics; Recession; Moderation; Macroeconomics; Keynesian economics; Business cycle; Computer science","score_opus":0.0368258018012389,"score_gpt":0.19001729900365338,"score_spread":0.15319149720241448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122048771","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":[0.967939,0.007712105,0.00036248227,0.0015524966,0.00024790986,0.00023754586,0.0000064997976,0.000010571965,0.021931343],"genre_scores_gemma":[0.99527216,0.0028911065,0.000010841233,0.00016852235,0.00020253628,0.000022532462,0.000002370017,0.00001888178,0.0014110664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982834,0.0001219801,0.0005621745,0.00026416383,0.000028187418,0.0007401277],"domain_scores_gemma":[0.999218,0.000101452286,0.00041341258,0.00022568526,0.000012481503,0.000028977747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034817983,0.00016477657,0.00026072885,0.00011633748,0.0006986858,0.00013530823,0.0004217636,0.00006201117,0.00008597283],"category_scores_gemma":[0.00006001541,0.000099094344,0.00010693069,0.00007419606,0.00012462983,0.00056443055,0.00004264083,0.00090697734,0.00003960101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004595016,0.00003513248,0.06225658,0.000013191412,0.00013535588,0.000009583046,0.01512541,0.0001101756,0.0000036061558,0.9185023,0.00018428171,0.0031649435],"study_design_scores_gemma":[0.0028902404,0.00017866828,0.008384712,0.000036170193,0.000025197456,0.0008148858,0.00463513,0.013556079,0.000051141662,0.96502006,0.004018863,0.00038885203],"about_ca_topic_score_codex":0.00043341026,"about_ca_topic_score_gemma":0.0012502408,"teacher_disagreement_score":0.053871866,"about_ca_system_score_codex":0.00047718105,"about_ca_system_score_gemma":0.000117676725,"threshold_uncertainty_score":0.53737974},"labels":[],"label_agreement":null},{"id":"W3122237717","doi":"10.1016/j.ijforecast.2013.02.004","title":"The financial content of inflation risks in the euro area","year":2013,"lang":"en","type":"article","venue":"International Journal of Forecasting","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inflation (cosmology); Economics; Monetary policy; Downside risk; Quarter (Canadian coin); Predictive power; Survey data collection; Financial market; Monetary economics; Finance","score_opus":0.18405021766307775,"score_gpt":0.2509758654990337,"score_spread":0.06692564783595598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122237717","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":[0.98467344,0.00100447,0.0005968153,0.0013980488,0.00094166474,0.00008629928,0.000009973396,0.0000016232681,0.011287661],"genre_scores_gemma":[0.9993227,0.000043925636,0.00009734121,0.0001523696,0.00022841785,0.0000047910817,0.000001908979,0.00000457495,0.00014394279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885494,0.00002445092,0.0008947016,0.00007260329,0.000062612555,0.00009071795],"domain_scores_gemma":[0.99839306,0.00023464419,0.0011034784,0.00008282826,0.00016893317,0.000017057137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010520141,0.0000623548,0.0001585431,0.0001335265,0.000059745173,0.0000659773,0.0004496242,0.000030209547,0.00007963398],"category_scores_gemma":[0.0006830992,0.00004440343,0.00010681151,0.000057930785,0.000050346705,0.00040339102,0.000023790486,0.00015813137,0.000025931291],"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":[0.00034778105,0.00029016077,0.5900822,0.000020833771,0.0003264132,0.00008003427,0.017438341,0.0034966494,0.0003273773,0.2552288,0.0060559036,0.12630549],"study_design_scores_gemma":[0.0027096402,0.00040947014,0.7332438,0.00023314261,0.000013329733,0.0002338028,0.003556759,0.03497685,0.00037634233,0.11534679,0.1085226,0.0003774495],"about_ca_topic_score_codex":0.00019938349,"about_ca_topic_score_gemma":0.000035652345,"teacher_disagreement_score":0.14316158,"about_ca_system_score_codex":0.00006928386,"about_ca_system_score_gemma":0.000024418445,"threshold_uncertainty_score":0.18107194},"labels":[],"label_agreement":null},{"id":"W3122341319","doi":"10.2139/ssrn.984904","title":"A Comparative Analysis of the Nativity Wealth Gap","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for International Peace and Security; York University","funders":"","keywords":"Immigration; Demographic economics; Educational attainment; Economics; Position (finance); Balance (ability); Labour economics; Geography; Economic growth","score_opus":0.03435561135056472,"score_gpt":0.25535199989908136,"score_spread":0.22099638854851664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122341319","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":[0.9129853,0.0074677486,0.006360389,0.00033325606,0.0003089501,0.0001030175,0.000025340994,0.000009204954,0.07240675],"genre_scores_gemma":[0.99557304,0.00027382083,0.000022853763,0.00009249313,0.000078873905,0.0000013472102,0.0000025094662,0.00000660417,0.003948472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981169,0.00004094102,0.0006911277,0.00020562856,0.000042729913,0.00090264855],"domain_scores_gemma":[0.998757,0.00006528204,0.0008322196,0.00025367556,0.000038278173,0.00005355272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004072425,0.00011662686,0.0005446143,0.00039407655,0.00021187688,0.000017934552,0.00035492878,0.00005797937,0.00013421696],"category_scores_gemma":[0.000038913688,0.0001035466,0.00036969173,0.0006397081,0.00009320261,0.00020426682,0.00002868371,0.00076446077,0.000051942465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003963733,0.00008003484,0.078424215,0.0000027387905,0.0013733676,6.464007e-7,0.0017618932,0.00010906178,0.000016710621,0.91764337,0.00008960085,0.00045873347],"study_design_scores_gemma":[0.0014183825,0.00045721108,0.18983197,0.000019851115,0.00036042993,0.000050692735,0.007912937,0.0016956029,0.0003873881,0.7328977,0.06430073,0.00066711544],"about_ca_topic_score_codex":0.0002526081,"about_ca_topic_score_gemma":0.0039586066,"teacher_disagreement_score":0.18474567,"about_ca_system_score_codex":0.00086475495,"about_ca_system_score_gemma":0.00037008768,"threshold_uncertainty_score":0.42225075},"labels":[],"label_agreement":null},{"id":"W3123058673","doi":"10.1080/00036840801964492","title":"Monetary policy effects: new evidence from the Italian flow-of-funds","year":2008,"lang":"en","type":"article","venue":"Applied Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":195,"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":"Shock (circulatory); Economics; Flow of funds; Monetary policy; Debt; Monetary economics; Quarter (Canadian coin); Financial system; Finance","score_opus":0.04134406108860702,"score_gpt":0.2010024214402899,"score_spread":0.15965836035168288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123058673","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":[0.93382424,0.008660485,0.0008304259,0.0015188586,0.00070768205,0.0004448287,0.00019555537,0.000067212866,0.053750705],"genre_scores_gemma":[0.9921505,0.0014828934,0.0014663795,0.0012807159,0.0008858564,0.00004056582,0.000054829623,0.000052709638,0.0025855822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790806,0.000016999997,0.0010166048,0.00066351733,0.000023026818,0.0003717708],"domain_scores_gemma":[0.9978186,0.00040150428,0.0005968623,0.0010091007,0.000010543779,0.00016341476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003394224,0.00030492348,0.0007401083,0.00015938055,0.00023714289,0.000042682488,0.00079843565,0.00017259612,0.0003923661],"category_scores_gemma":[0.0000910595,0.00032949055,0.00022246108,0.00016234974,0.00023071545,0.0004819151,0.00012821914,0.00021062676,0.0021963501],"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":[0.00051234267,0.0003203087,0.16939272,0.0001245875,0.0012457097,0.000022125867,0.03159301,0.009109617,0.000253834,0.68653363,0.0810388,0.019853326],"study_design_scores_gemma":[0.0041598678,0.00035416122,0.16080162,0.00014973652,0.000086740416,0.00003145673,0.0008916182,0.0058538015,0.003655109,0.31379467,0.5074419,0.0027793676],"about_ca_topic_score_codex":0.004584623,"about_ca_topic_score_gemma":0.00014723692,"teacher_disagreement_score":0.42640305,"about_ca_system_score_codex":0.00023139885,"about_ca_system_score_gemma":0.00017666702,"threshold_uncertainty_score":0.9999157},"labels":[],"label_agreement":null},{"id":"W3123274076","doi":"10.17615/903c-ar54","title":"The financial content of inflation risks in the euro area","year":2013,"lang":"en","type":"preprint","venue":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","topic":"Italy: Economic History and Contemporary Issues","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":"Inflation (cosmology); Monetary policy; Downside risk; Quarter (Canadian coin); Economics; Predictive power; Financial market; Survey data collection; Monetary economics; Econometrics; Finance; Geography","score_opus":0.05447435755152899,"score_gpt":0.18485569358056178,"score_spread":0.1303813360290328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123274076","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":[0.9687131,0.003798549,0.000054720498,0.00019511631,0.0009955761,0.0007159104,0.0005443526,0.000026068341,0.024956575],"genre_scores_gemma":[0.99621314,0.00040398363,0.000012499392,0.000040839823,0.00014253042,0.000007864695,0.00015775344,0.000026837075,0.0029945439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976022,0.00009500933,0.0010844598,0.00071896735,0.00014195903,0.0003574047],"domain_scores_gemma":[0.99635595,0.00025433162,0.0019914813,0.0010838219,0.00020772823,0.00010668915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048810127,0.00038558227,0.0009276857,0.00023003636,0.00044399325,0.00006355862,0.0012803844,0.00034150423,0.000017683811],"category_scores_gemma":[0.0001708894,0.00038839428,0.0006268773,0.0001935199,0.0006029481,0.0005474391,0.00064782926,0.00060364435,0.00007790822],"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":[0.00034286082,0.00020853642,0.9770311,0.00025115776,0.00019735594,0.000112333095,0.008540102,0.0013538393,0.000015828107,0.007595785,0.0012562675,0.0030948315],"study_design_scores_gemma":[0.00078761537,0.00015790232,0.9654443,0.00008270383,0.000045238037,0.000021840004,0.0007364305,0.0023347728,0.000021894186,0.0028361008,0.027008815,0.00052234373],"about_ca_topic_score_codex":0.0016014988,"about_ca_topic_score_gemma":0.00080324203,"teacher_disagreement_score":0.027500015,"about_ca_system_score_codex":0.00043169255,"about_ca_system_score_gemma":0.00014198673,"threshold_uncertainty_score":0.99985677},"labels":[],"label_agreement":null},{"id":"W3123426429","doi":"10.1111/caje.12517","title":"The Impact of Technological Change on New Trade: Evidence from the Container Revolution","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Container (type theory); Containerization; International trade; Benchmark (surveying); Product (mathematics); Identification (biology); Business; Economics; Commerce; Engineering; Geography; Mathematics","score_opus":0.26660202382829556,"score_gpt":0.2057606246420402,"score_spread":0.06084139918625536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123426429","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":[0.9704269,0.0071227867,0.000078426594,0.019466905,0.0008651291,0.00032659,0.000535801,0.000007373778,0.0011700599],"genre_scores_gemma":[0.9969497,0.0010637731,0.000038517126,0.00035886036,0.00074110925,0.000019374153,0.0000040834966,0.00003562986,0.0007889524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99752057,0.00007136926,0.0013834055,0.000412396,0.0000026513278,0.0006096108],"domain_scores_gemma":[0.9961115,0.00074793416,0.0015615849,0.00076697936,0.000053275297,0.0007587216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014629691,0.00029660133,0.00075531896,0.00032105632,0.00027870724,0.00008529192,0.0011727685,0.00023935705,0.00045804874],"category_scores_gemma":[0.00089859,0.00019705703,0.00052005274,0.00012043409,0.00049019034,0.00071148825,0.0000250443,0.00032917602,0.0001043886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027971456,0.000018221717,0.07311875,0.0000057220477,0.00038492077,0.000035471367,0.0015997608,0.00019416794,0.00003450762,0.89971876,0.009593806,0.015016217],"study_design_scores_gemma":[0.0018618956,0.001853531,0.09326755,0.0006296006,0.00004493115,0.0001414653,0.00065058185,0.00040746568,0.00018869118,0.6580352,0.2420023,0.0009167848],"about_ca_topic_score_codex":0.21971068,"about_ca_topic_score_gemma":0.69407904,"teacher_disagreement_score":0.47436836,"about_ca_system_score_codex":0.002807555,"about_ca_system_score_gemma":0.001048114,"threshold_uncertainty_score":0.8035753},"labels":[],"label_agreement":null},{"id":"W3123483426","doi":"","title":"Common large innovations across nonlinear time series","year":2002,"lang":"en","type":"preprint","venue":"Data Archiving and Networked Services (DANS)","topic":"Italy: Economic History and Contemporary Issues","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":"Econometrics; Nonlinear system; Unemployment; Multivariate statistics; Inference; Series (stratigraphy); Autoregressive model; Latent variable; Econometric model; Time series; Representation (politics); Nonlinear autoregressive exogenous model; Economics; Mathematics; Computer science; Statistics; Artificial intelligence; Macroeconomics","score_opus":0.03850246792434551,"score_gpt":0.24645873756013154,"score_spread":0.20795626963578603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123483426","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":[0.90127784,0.009800599,0.0009915163,0.00062193675,0.0013729,0.00052930973,0.042383336,0.0003000908,0.04272249],"genre_scores_gemma":[0.9481101,0.0022099097,0.002583539,0.0007993911,0.0014251894,0.00006543194,0.030124584,0.00014895899,0.014532871],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678326,0.000066878434,0.0011405816,0.0013367259,0.000050553703,0.0006220138],"domain_scores_gemma":[0.996692,0.00009745412,0.0008002594,0.0022471792,0.000025008709,0.00013808887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010867366,0.0004942098,0.0009968361,0.00017850692,0.0006599257,0.0003880298,0.0019499703,0.00028146713,0.00027581328],"category_scores_gemma":[0.000013983046,0.00059792266,0.00010676685,0.00020143185,0.00015731106,0.0008451353,0.0032552702,0.0007586489,0.00062612275],"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":[0.000651486,0.0021979264,0.6617711,0.008098226,0.0038720784,0.00028631004,0.17161378,0.0067513594,0.0000680466,0.06648669,0.055788886,0.022414103],"study_design_scores_gemma":[0.0005071871,0.000051960957,0.011420571,0.000374928,0.000028809705,0.000014928426,0.00075789675,0.28866693,0.0000034101788,0.008645466,0.68847275,0.0010551448],"about_ca_topic_score_codex":0.0007808071,"about_ca_topic_score_gemma":0.0013945983,"teacher_disagreement_score":0.6503505,"about_ca_system_score_codex":0.000060163315,"about_ca_system_score_gemma":0.000023991897,"threshold_uncertainty_score":0.9996472},"labels":[],"label_agreement":null},{"id":"W3123614037","doi":"","title":"Monetary Policy Effects: New Evidence from the Italian Flow of Funds","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":97,"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":"Shock (circulatory); Monetary policy; Monetary economics; Debt; Flow of funds; Financial system; Quarter (Canadian coin); Economics; Business; Finance","score_opus":0.06645206470803354,"score_gpt":0.28887997471102966,"score_spread":0.2224279100029961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123614037","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":[0.78960884,0.032025572,0.000043492673,0.0034959204,0.0019934964,0.0017685866,0.0010712559,0.00007814515,0.1699147],"genre_scores_gemma":[0.9370169,0.05005414,0.00086273823,0.00033348356,0.0014066668,0.00017296767,0.00016493055,0.00012061348,0.00986758],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995194,0.00025948536,0.0019368319,0.0016045391,0.000112194706,0.0008929599],"domain_scores_gemma":[0.9945009,0.0016891479,0.0009256542,0.0025265098,0.000059425958,0.00029835763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002052147,0.0005509294,0.0015360023,0.00082854787,0.00024742444,0.00013836165,0.0021853002,0.00066644483,0.00032141132],"category_scores_gemma":[0.0014530293,0.0006034806,0.00052837696,0.00028102598,0.00066074374,0.00044951477,0.0011629625,0.001782063,0.00027782476],"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":[0.0014718595,0.0011973436,0.40645385,0.0016681226,0.0031680693,0.00038797778,0.046696894,0.06106703,0.0001527954,0.02143899,0.027169159,0.4291279],"study_design_scores_gemma":[0.00464049,0.000990352,0.17007272,0.003862477,0.00006932704,0.000036979684,0.0022198358,0.050869968,0.00070009404,0.15971823,0.60215235,0.004667184],"about_ca_topic_score_codex":0.013311396,"about_ca_topic_score_gemma":0.0008883358,"teacher_disagreement_score":0.5749832,"about_ca_system_score_codex":0.0013930843,"about_ca_system_score_gemma":0.0011071024,"threshold_uncertainty_score":0.99964166},"labels":[],"label_agreement":null},{"id":"W3123837099","doi":"","title":"Interdependence between the Euro Area and the Us: What Role for Emu?","year":2002,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Spillover effect; Economics; Monetary policy; German; Monetary economics; Interest rate; Sample (material); Perspective (graphical); International economics; Macroeconomics","score_opus":0.03103065152686999,"score_gpt":0.20137510260297933,"score_spread":0.17034445107610935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123837099","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":[0.87466383,0.047823258,0.00032744012,0.004259208,0.0019086538,0.0009034694,0.00033146734,0.000084231775,0.06969845],"genre_scores_gemma":[0.9858836,0.0012801538,0.00007120751,0.0010181275,0.00047515496,0.00019389228,0.00001630148,0.000048060454,0.011013533],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976286,0.000078273304,0.0010019231,0.00076411857,0.000044284414,0.00048274774],"domain_scores_gemma":[0.9975577,0.00079991884,0.0006275246,0.0008326569,0.000039437396,0.00014278639],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013335674,0.00035964206,0.0007902745,0.000171122,0.00066189165,0.00041115595,0.00077011244,0.00016873823,0.00232839],"category_scores_gemma":[0.00021398916,0.00029288928,0.0003334321,0.0001156952,0.000947901,0.0012517859,0.0001449189,0.00034589114,0.0011871989],"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":[0.00011763843,0.00009971723,0.82079965,0.000053130145,0.00046390432,0.000005981232,0.0085589485,0.000015053142,0.0000057829748,0.11958097,0.04395964,0.006339589],"study_design_scores_gemma":[0.003130289,0.00018955106,0.017158093,0.000073944866,0.00006434602,0.000044086464,0.0021569454,0.0031663603,0.00008258501,0.023023348,0.9500506,0.00085987034],"about_ca_topic_score_codex":0.00007449342,"about_ca_topic_score_gemma":0.00008641644,"teacher_disagreement_score":0.9060909,"about_ca_system_score_codex":0.00014797399,"about_ca_system_score_gemma":0.000028740178,"threshold_uncertainty_score":0.9999523},"labels":[],"label_agreement":null},{"id":"W3124007017","doi":"10.2139/ssrn.2444975","title":"Bootstrapping the GMM Overidentification Test Under First-Order Underidentification","year":2014,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Concordia University","funders":"","keywords":"Heteroscedasticity; Mathematics; Bootstrapping (finance); Applied mathematics; Context (archaeology); Econometrics; Jacobian matrix and determinant; Likelihood-ratio test; Statistics","score_opus":0.028334224645589674,"score_gpt":0.21803904579872113,"score_spread":0.18970482115313145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124007017","genre_codex":"methods","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":[0.31747317,0.07302557,0.5313698,0.027241781,0.010513385,0.0017851588,0.00018443594,0.00029696946,0.038109716],"genre_scores_gemma":[0.9757311,0.0051736357,0.000021203228,0.00026334883,0.0009242719,0.00006153411,0.00010280569,0.0000711531,0.017650988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99629754,0.00006680807,0.0013535456,0.00079387706,0.000089197885,0.0013990486],"domain_scores_gemma":[0.9967673,0.00013656363,0.001897161,0.0010091135,0.00010802817,0.000081861814],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038075948,0.0003870239,0.00056690356,0.00031089454,0.0007921138,0.00057426054,0.0010742361,0.00033987034,0.0002441201],"category_scores_gemma":[0.00021298627,0.0003995081,0.00033570253,0.0001684639,0.0001436545,0.000406065,0.00016561127,0.0029344063,0.001116736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027215923,0.00017082073,0.0050143744,0.00008775866,0.00066039193,0.0000014703105,0.0009900676,0.007345949,0.000041019586,0.98169583,0.0030793382,0.0008857413],"study_design_scores_gemma":[0.00040180422,0.000064856235,0.004139467,0.00006739345,0.000051022616,0.0000661674,0.001204719,0.0048078606,0.000017849667,0.90825707,0.08029231,0.0006294667],"about_ca_topic_score_codex":0.00034441022,"about_ca_topic_score_gemma":0.0010200312,"teacher_disagreement_score":0.6582579,"about_ca_system_score_codex":0.0022274093,"about_ca_system_score_gemma":0.0009050492,"threshold_uncertainty_score":0.9998457},"labels":[],"label_agreement":null},{"id":"W3124110186","doi":"","title":"Bank Quality, Judicial Efficiency and Loan Repayment Delays in Italy","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":14,"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":"Default; Loan; Enforcement; Business; Term loan; Market liquidity; Quarter (Canadian coin); Monetary economics; Control (management); Financial system; Non-performing loan; Non-conforming loan; Finance; Economics","score_opus":0.06259577306938074,"score_gpt":0.3106566506336673,"score_spread":0.24806087756428657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124110186","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":[0.63628393,0.0027947405,0.000016169131,0.00081656285,0.0008575828,0.00079117296,0.0003165001,0.000039699473,0.35808364],"genre_scores_gemma":[0.9871778,0.0059865876,0.00010334492,0.00017333234,0.0003405388,0.00027190574,0.000054832562,0.000090856665,0.0058008307],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99383694,0.00024056071,0.0024906255,0.0021865016,0.00009908126,0.0011462991],"domain_scores_gemma":[0.9969716,0.00046129696,0.0007680252,0.0014677246,0.000051945,0.00027937503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061132936,0.0005342818,0.0015277492,0.001539201,0.00019884817,0.00020774752,0.0009813099,0.00070902146,0.00037765078],"category_scores_gemma":[0.0005380079,0.00064554013,0.00028185357,0.00017533277,0.00059471844,0.0003572385,0.0013303193,0.0014312294,0.00021358652],"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":[0.0011285217,0.0019781536,0.4901503,0.001244648,0.0006234476,0.00044905406,0.013223685,0.0023857425,0.00012059699,0.342972,0.0011808352,0.144543],"study_design_scores_gemma":[0.008718938,0.00091785606,0.103605986,0.0015506124,0.000021996175,0.00004363761,0.0030085824,0.009451747,0.0001993525,0.5028369,0.36379582,0.0058485656],"about_ca_topic_score_codex":0.0010693187,"about_ca_topic_score_gemma":0.0010514935,"teacher_disagreement_score":0.38654432,"about_ca_system_score_codex":0.0021583757,"about_ca_system_score_gemma":0.00037238226,"threshold_uncertainty_score":0.9995996},"labels":[],"label_agreement":null},{"id":"W3124236843","doi":"10.2139/ssrn.924881","title":"The Cost of Banking Regulation","year":2006,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Deregulation; Competition (biology); Liberalization; Business; Financial system; Monetary economics; Bank regulation; Bank credit; Economics; International economics; Market economy","score_opus":0.01892247918046553,"score_gpt":0.20729583883196412,"score_spread":0.1883733596514986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124236843","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":[0.35532796,0.24712528,0.052437335,0.0029022594,0.00652425,0.0011953309,0.00017935199,0.00009170731,0.3342165],"genre_scores_gemma":[0.98264223,0.003569357,0.0000461118,0.000023556344,0.0005338211,0.000015174831,0.00003242023,0.00003426666,0.013103035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973334,0.000043846627,0.0011473644,0.0003341678,0.000048042424,0.0010931899],"domain_scores_gemma":[0.9976307,0.000057325324,0.0017708783,0.00045170417,0.000054729404,0.000034658486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003371384,0.00021233792,0.00048491338,0.00019303849,0.00034901753,0.00011041912,0.0005933207,0.00021495282,0.0001024274],"category_scores_gemma":[0.000045829744,0.00020924144,0.00032052145,0.00007429612,0.00009830177,0.00016994942,0.000113013164,0.001981761,0.000086728985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031560452,0.000029839755,0.004575529,0.000016371245,0.0002130588,7.875501e-7,0.00019089584,0.0009890589,0.000002828624,0.98533505,0.0009461387,0.0076689078],"study_design_scores_gemma":[0.00025138076,0.000047904,0.0015934579,0.00003264839,0.000012851058,0.00002091067,0.000142812,0.00067105406,0.000014081039,0.906156,0.090838484,0.00021843314],"about_ca_topic_score_codex":0.00034328262,"about_ca_topic_score_gemma":0.00062151393,"teacher_disagreement_score":0.62731427,"about_ca_system_score_codex":0.0014580549,"about_ca_system_score_gemma":0.0007984302,"threshold_uncertainty_score":0.8609876},"labels":[],"label_agreement":null},{"id":"W3124407708","doi":"10.1016/j.labeco.2007.06.005","title":"Can risk aversion explain schooling attainments? Evidence from Italy","year":2007,"lang":"en","type":"article","venue":"Labour Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Lottery; Economics; Risk aversion (psychology); Preference; Human capital; Socioeconomic status; Econometrics; Panel data; British Household Panel Survey; Loss aversion; Demographic economics; Microeconomics; Expected utility hypothesis; Financial economics; Demography; Economic growth","score_opus":0.027717299716032765,"score_gpt":0.2092493114720896,"score_spread":0.18153201175605685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124407708","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":[0.9788496,0.0042537325,0.0016935553,0.0004968367,0.0014446424,0.00023507174,0.0006985111,0.00009250776,0.012235559],"genre_scores_gemma":[0.9922782,0.0013652748,0.0016119608,0.00066508,0.00054017245,0.000012577391,0.00006253135,0.000060809944,0.0034033735],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971907,0.000031013606,0.0012153393,0.00093554374,0.000028974962,0.0005983942],"domain_scores_gemma":[0.9977031,0.00027518618,0.00092860626,0.00078774284,0.000027604296,0.00027777065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017446183,0.0003352161,0.00064006203,0.00029573642,0.00036703006,0.00015951607,0.0005742864,0.00023180731,0.001386189],"category_scores_gemma":[0.00023246185,0.00046235294,0.00022758768,0.00013118712,0.000090726746,0.0011027686,0.00013749044,0.0003551352,0.0032810338],"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":[0.00024781356,0.00012754409,0.74095607,0.00003022783,0.00030490954,0.00004100795,0.0048593124,0.0009906291,0.000088813664,0.24690282,0.0009267914,0.004524067],"study_design_scores_gemma":[0.0028585778,0.0002718945,0.13237229,0.00017653005,0.00005392256,0.0000107473525,0.0038468116,0.0022762765,0.0027987533,0.34065822,0.51218235,0.0024936392],"about_ca_topic_score_codex":0.0044731116,"about_ca_topic_score_gemma":0.001153705,"teacher_disagreement_score":0.60858375,"about_ca_system_score_codex":0.00083097524,"about_ca_system_score_gemma":0.00005736551,"threshold_uncertainty_score":0.9997828},"labels":[],"label_agreement":null},{"id":"W3124683923","doi":"","title":"Stock returns and Inflation:Evidence from Quantile Regressions","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Stock (firearms); Quantile; Economics; Autoregressive conditional heteroskedasticity; Econometrics; Quantile regression; Inflation (cosmology); Financial economics; Monetary economics; Volatility (finance); Geography","score_opus":0.1144126174594575,"score_gpt":0.3185613114201335,"score_spread":0.204148693960676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124683923","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":[0.88975346,0.017233228,0.00001385913,0.00072527945,0.0013692186,0.0008006528,0.000592502,0.000066269684,0.08944551],"genre_scores_gemma":[0.97615767,0.015663141,0.0006138029,0.000086421576,0.0006147141,0.00024778658,0.00015895904,0.00009080883,0.006366707],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99567753,0.00018802972,0.0015839358,0.001608364,0.00007998405,0.0008621477],"domain_scores_gemma":[0.9962868,0.0008216202,0.0008055436,0.0016598752,0.00006198195,0.00036414355],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027108765,0.00047464744,0.0011594966,0.00077145436,0.00032038576,0.00026038513,0.000873519,0.00078279694,0.0009762953],"category_scores_gemma":[0.00077640836,0.00060363824,0.000230389,0.00013187464,0.0004281145,0.0007751564,0.0012569868,0.0018874694,0.000271259],"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":[0.00032765244,0.00041384867,0.9114869,0.00043718115,0.00048886525,0.000063049185,0.014795588,0.0013487404,0.000104293984,0.020116158,0.0019302663,0.048487443],"study_design_scores_gemma":[0.0025713358,0.00029566925,0.36445498,0.003060707,0.00005306801,0.000023075465,0.0036333206,0.025202233,0.00022654753,0.07496593,0.5211386,0.0043744887],"about_ca_topic_score_codex":0.0010543894,"about_ca_topic_score_gemma":0.0006101292,"teacher_disagreement_score":0.54703194,"about_ca_system_score_codex":0.0009362053,"about_ca_system_score_gemma":0.00025603184,"threshold_uncertainty_score":0.99993694},"labels":[],"label_agreement":null},{"id":"W3125583838","doi":"","title":"The relationship between entrepreneurial activity, the business cycle and economic openness","year":2014,"lang":"en","type":"article","venue":"Scales research reports","topic":"Italy: Economic History and Contemporary Issues","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":"Business cycle; Openness to experience; Lagging; Economics; Unemployment; Quarter (Canadian coin); Macroeconomics","score_opus":0.111838717796143,"score_gpt":0.31541974513546756,"score_spread":0.20358102733932454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125583838","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":[0.9441822,0.0010283417,0.00007533951,0.004022349,0.0006120303,0.00035545835,0.000018701223,0.000026270625,0.049679283],"genre_scores_gemma":[0.99456817,0.00007514893,0.000008897835,0.000018131494,0.0005891206,0.000069906164,0.00000826542,0.000023363778,0.004639004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980563,0.00023727493,0.0006112209,0.00058958516,0.00009237231,0.00041324706],"domain_scores_gemma":[0.99666935,0.0018971032,0.00033850403,0.0009121527,0.00006682475,0.0001160889],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0076288944,0.00013912185,0.00030080962,0.00013449756,0.0013343019,0.00040445404,0.0003837297,0.00009937263,0.00006060561],"category_scores_gemma":[0.0018502641,0.000107782536,0.00007501636,0.00016046126,0.000576072,0.00045082942,0.00028068747,0.00036214327,0.00036033074],"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":[0.000030497758,0.00001976363,0.8861758,0.000016946515,0.000033517,0.000011366213,0.00030382426,0.000031532425,0.000004539021,0.10600815,0.0028946542,0.004469424],"study_design_scores_gemma":[0.00015833815,0.000025154404,0.6555161,0.000009068348,0.00000250305,0.000019111265,0.000060097907,0.00018986985,0.000027842543,0.14313057,0.20071766,0.00014367023],"about_ca_topic_score_codex":0.0009103843,"about_ca_topic_score_gemma":0.0005892088,"teacher_disagreement_score":0.23065968,"about_ca_system_score_codex":0.00017867595,"about_ca_system_score_gemma":0.00007688932,"threshold_uncertainty_score":0.99996585},"labels":[],"label_agreement":null},{"id":"W3125682095","doi":"10.1111/pirs.12594","title":"The persistent pay gap between Easterners and Westerners in Germany: A quarter‐century after reunification","year":2021,"lang":"en","type":"article","venue":"Papers of the Regional Science Association","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":10,"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":"Quarter (Canadian coin); Demographic economics; Psychology; Economics; History; Archaeology","score_opus":0.021680607407572074,"score_gpt":0.20829950353087276,"score_spread":0.18661889612330068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125682095","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":[0.97632223,0.0018640324,0.0000019359377,0.013324231,0.00025391544,0.00010394353,0.000012866436,0.000004864765,0.008111992],"genre_scores_gemma":[0.99669874,0.00026064608,0.000013368811,0.00017438026,0.00003897622,0.000012071734,0.000002707181,0.000003885968,0.0027951975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990924,0.00004373676,0.00032996663,0.00026460495,0.0000955984,0.00017370611],"domain_scores_gemma":[0.9991911,0.00009143951,0.00042284626,0.00021855098,0.000039245428,0.00003681319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011695474,0.000069716,0.00014012391,0.0000620566,0.00020084664,0.00006662942,0.00025092758,0.000047877453,0.000010334261],"category_scores_gemma":[0.00013486062,0.00005131908,0.00009261255,0.00023474428,0.00019381745,0.00028977916,0.000050969225,0.000089610876,0.000017730732],"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":[0.000012741245,0.000023228986,0.98164487,0.0000078744315,0.00003258608,5.496833e-7,0.0046002055,0.000017558246,0.00031917254,0.0123796845,0.00014166567,0.00081983686],"study_design_scores_gemma":[0.00019822601,0.000015037367,0.9603604,0.00002778415,0.000007130803,9.088519e-7,0.0020361224,0.00016725487,0.000041272273,0.0018519772,0.035183266,0.00011058858],"about_ca_topic_score_codex":0.000076082426,"about_ca_topic_score_gemma":0.00006246483,"teacher_disagreement_score":0.0350416,"about_ca_system_score_codex":0.00045736128,"about_ca_system_score_gemma":0.00007262051,"threshold_uncertainty_score":0.20927313},"labels":[],"label_agreement":null},{"id":"W3135758080","doi":"10.2139/ssrn.3442156","title":"Financial Shocks and Productivity: Pricing Response and the TFPR-TFPQ Bifurcation","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Economics; Productivity; Finance; Monetary economics; Business; Macroeconomics","score_opus":0.007535037182781462,"score_gpt":0.17750756025009265,"score_spread":0.1699725230673112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135758080","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":[0.97459245,0.018405024,0.0007188425,0.0031052001,0.00031598276,0.00023506703,0.000003466042,0.000012611404,0.0026113621],"genre_scores_gemma":[0.9857511,0.0013444101,0.000017020118,0.00015353343,0.00020356577,0.000007797107,0.0000011229292,0.000015363677,0.012506065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99854493,0.000082533574,0.00037538147,0.00031207767,0.000027666238,0.0006574275],"domain_scores_gemma":[0.99933153,0.00009236692,0.00031434468,0.00020800804,0.000019642966,0.00003413106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050142496,0.00012739634,0.00030279974,0.00015131467,0.000267428,0.00011054708,0.00013810073,0.00006649927,0.0000285488],"category_scores_gemma":[0.00021864775,0.00011250304,0.000061586936,0.0000933715,0.00010708983,0.00061248406,0.00003768011,0.0007062878,0.00007492881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010367348,0.000025939724,0.03150701,0.0000100884145,0.000065780696,0.0000010244964,0.002091806,0.000011225778,0.000070225055,0.9599865,0.00006731181,0.0051263496],"study_design_scores_gemma":[0.0039555137,0.0005058525,0.033201247,0.0000269678,0.00002130718,0.00036879448,0.00163066,0.0005821735,0.000060713242,0.8745915,0.084589876,0.0004653804],"about_ca_topic_score_codex":0.00006590459,"about_ca_topic_score_gemma":0.00008308925,"teacher_disagreement_score":0.085394986,"about_ca_system_score_codex":0.00033872435,"about_ca_system_score_gemma":0.000339037,"threshold_uncertainty_score":0.45877406},"labels":[],"label_agreement":null},{"id":"W3144740148","doi":"10.2139/ssrn.3577387","title":"Recent Monetary Policy and the Credit Card-Augmented Divisia Monetary Aggregates","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Divisia monetary aggregates index; Divisia index; Monetary policy; Monetary economics; Economics; Credit card; Financial system; Credit channel; Inflation targeting; Finance; Payment","score_opus":0.016415909057624065,"score_gpt":0.19419280246548182,"score_spread":0.17777689340785774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144740148","genre_codex":"review","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":[0.38992733,0.5160586,0.0009798866,0.06855064,0.00063893787,0.0004768401,0.00008813908,0.00008653331,0.023193045],"genre_scores_gemma":[0.9226593,0.072581224,0.000020719359,0.0018635854,0.0010218933,0.000009101752,0.00001788797,0.000030906434,0.0017954123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976445,0.00007123067,0.00067633315,0.0003824406,0.000051281964,0.00117423],"domain_scores_gemma":[0.99906945,0.00006176808,0.00044429812,0.00022824388,0.0000248854,0.00017135694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013402262,0.00023003075,0.0005166868,0.00013993683,0.00035136027,0.00010411926,0.0003930566,0.00008355537,0.00012697632],"category_scores_gemma":[0.0001633717,0.0002026047,0.00018263719,0.00020041168,0.00017559515,0.00038532127,0.000076849195,0.0011005839,0.00023350285],"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":[0.0007243939,0.000079026366,0.0119963605,0.000021678086,0.0012486853,0.000021990232,0.0047551515,0.00030437988,0.0000111450045,0.93503845,0.0037883192,0.04201043],"study_design_scores_gemma":[0.004048101,0.00045415876,0.0016690026,0.000017195123,0.000047544938,0.0001760252,0.0017987336,0.0041707484,0.000016583315,0.3971691,0.5898971,0.00053571083],"about_ca_topic_score_codex":0.00052211195,"about_ca_topic_score_gemma":0.00011788508,"teacher_disagreement_score":0.58610874,"about_ca_system_score_codex":0.0004700948,"about_ca_system_score_gemma":0.0003780617,"threshold_uncertainty_score":0.826198},"labels":[],"label_agreement":null},{"id":"W3145442885","doi":"","title":"Household Wealth Distribution in Italy in the 1990s","year":2006,"lang":"en","type":"article","venue":"Chapters","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Wealth distribution; National wealth; Distribution (mathematics); Wealth elasticity of demand; Economics; Net worth; Distribution of wealth; Balance sheet; Inequality; Household income; Quality (philosophy); Demographic economics; Geography; Finance; Mathematics","score_opus":0.03055185590888342,"score_gpt":0.18638193392064684,"score_spread":0.1558300780117634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145442885","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":[0.9357443,0.0013866248,0.00009442076,0.0010708445,0.00024112627,0.0001557099,0.00012605087,0.000019112038,0.061161812],"genre_scores_gemma":[0.9988434,0.000032433512,0.000008677424,0.00032053725,0.000077770324,0.000023336526,0.00008360472,0.000009559621,0.0006007362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990616,0.000014757482,0.00044338708,0.00025469883,0.000016919494,0.00020866474],"domain_scores_gemma":[0.9995854,0.000025171283,0.00013765327,0.00022995,0.000002514599,0.000019343412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005307525,0.00009871449,0.00020456598,0.000125631,0.000050950362,0.000031252228,0.0002005491,0.000057002406,0.000045685396],"category_scores_gemma":[0.000011294333,0.0001017705,0.000058365928,0.00014105633,0.000049402654,0.00022227978,0.0000135616265,0.0001226178,0.00021700055],"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":[0.000023177043,0.00015193103,0.2878054,0.000016908432,0.000005905213,0.00003307875,0.0020839542,0.00022311884,0.000006889603,0.70468944,0.004485366,0.00047480568],"study_design_scores_gemma":[0.0011729436,0.0000712578,0.4814595,0.000027841857,0.000002057263,0.0000060187817,0.0010251717,0.0007233274,0.000025794916,0.039617904,0.47542563,0.0004425486],"about_ca_topic_score_codex":0.00217765,"about_ca_topic_score_gemma":0.0006844972,"teacher_disagreement_score":0.66507155,"about_ca_system_score_codex":0.0001752589,"about_ca_system_score_gemma":0.000008952184,"threshold_uncertainty_score":0.41500807},"labels":[],"label_agreement":null},{"id":"W31457750","doi":"10.1021/acsomega.7b00366","title":"Διαρθρωτικές μεταβολές στη διακύμανση και η πρόσφατη χρηματοοικονομική/οικονομική κρίση : μια εφαρμογή στο Χρηματιστήριο Αθηνών","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Italy: Economic History and Contemporary Issues","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":"Natural Sciences and Engineering Research Council of Canada; Fonds Wetenschappelijk Onderzoek","keywords":"Econometrics; Stock exchange; Structural break; Empirical research; Economics; Financial economics; Computer science; Statistics; Mathematics; Finance","score_opus":0.04586381802511779,"score_gpt":0.19986552290437082,"score_spread":0.15400170487925302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31457750","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":[0.09970723,0.016656905,0.00016944292,0.00025490375,0.009327354,0.0012645241,0.0007580315,0.0006116865,0.8712499],"genre_scores_gemma":[0.44520774,0.0011903888,0.00063400087,0.00089595537,0.0011769806,0.0003767299,0.0033859664,0.000468174,0.54666406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99094814,0.000106231986,0.0038971459,0.0031642495,0.00020788657,0.0016763197],"domain_scores_gemma":[0.9934287,0.00015370372,0.0027977764,0.0026661097,0.00026866514,0.0006850461],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013898935,0.0018523722,0.0032871529,0.0017127594,0.00074228505,0.00040002895,0.0021946416,0.001940459,0.031201532],"category_scores_gemma":[0.00025308656,0.0022733186,0.0015311338,0.0006685625,0.00025083535,0.0016550806,0.00019372368,0.0015444442,0.03459297],"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":[0.0011199142,0.0015073539,0.008338458,0.0013224144,0.0022318757,0.0002868051,0.014258103,0.000026613869,0.00012506382,0.7670105,0.18998529,0.013787573],"study_design_scores_gemma":[0.0017780833,0.00048157322,0.0046435148,0.00024374906,0.0001607599,0.000029036195,0.0024411276,0.00019469809,0.0005750008,0.060065832,0.92556554,0.003821061],"about_ca_topic_score_codex":0.0032375494,"about_ca_topic_score_gemma":0.0022039844,"teacher_disagreement_score":0.73558027,"about_ca_system_score_codex":0.0006594176,"about_ca_system_score_gemma":0.00040114723,"threshold_uncertainty_score":0.9994221},"labels":[],"label_agreement":null},{"id":"W3159051262","doi":"10.1007/s40797-025-00320-x","title":"A News-Based Policy Index for Italy: Expectations and Fiscal Policy","year":2025,"lang":"en","type":"article","venue":"Italian Economic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Newspaper; Counterfactual thinking; Consumer confidence index; Shock (circulatory); Index (typography); Consumption (sociology); Fiscal policy; Economics; Government spending; Government (linguistics); Futures studies; Public economics; Monetary economics; Advertising; Business; Macroeconomics; Welfare","score_opus":0.019570773563745654,"score_gpt":0.2626012972139771,"score_spread":0.24303052365023148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159051262","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":[0.6492032,0.008429667,0.023844957,0.058585346,0.0031434614,0.0011029417,0.0012213656,0.00014869057,0.25432038],"genre_scores_gemma":[0.98522335,0.000042291875,0.00048701157,0.0015946201,0.00093230896,0.000060447903,0.000022358536,0.00003556428,0.011602061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802566,0.00002134268,0.0010174722,0.00047366138,0.00001642468,0.00044545144],"domain_scores_gemma":[0.99885005,0.00010549216,0.0004917261,0.00031776767,0.000021472737,0.00021346453],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000362102,0.0002553726,0.000559538,0.0013040818,0.00042611564,0.00031653975,0.00032354085,0.00015332381,0.00023138392],"category_scores_gemma":[0.00017228865,0.00032472512,0.00028787117,0.00015662475,0.00015075828,0.00065029867,0.00004308003,0.00020949151,0.00027309675],"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":[0.00016246462,0.00012124324,0.073398545,0.000059139955,0.00034558558,0.000008280893,0.0016968396,0.00039500164,0.000008778925,0.8842727,0.032435417,0.007096007],"study_design_scores_gemma":[0.0053365603,0.00026065615,0.015733752,0.00007641261,0.000029499173,0.000075347074,0.0028621352,0.009957689,0.000088796085,0.3425215,0.62210876,0.0009488996],"about_ca_topic_score_codex":0.0003966758,"about_ca_topic_score_gemma":0.0001527026,"teacher_disagreement_score":0.58967334,"about_ca_system_score_codex":0.0008450371,"about_ca_system_score_gemma":0.0004932148,"threshold_uncertainty_score":0.9999205},"labels":[],"label_agreement":null},{"id":"W3183400880","doi":"10.1086/719277","title":"The Dynamics and Spillovers of Management Interventions: Evidence from the Training within Industry Program","year":2022,"lang":"en","type":"article","venue":"Journal of Political Economy","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of California, San Diego; Booth School of Business, University of Chicago; Erasmus Universiteit Rotterdam; Pontifícia Universidade Católica do Rio de Janeiro; KU Leuven; Leonard N. Stern School of Business, New York University; Yale University","keywords":"Spillover effect; Training (meteorology); Business; Psychological intervention; Government (linguistics); Production (economics); Panel data; Industrial organization; Economics; Microeconomics; Psychology; Econometrics","score_opus":0.08024384824435929,"score_gpt":0.2781273177591862,"score_spread":0.1978834695148269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183400880","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":[0.9035683,0.0126108425,0.0005850303,0.015456612,0.0012687983,0.00046056768,0.00016179447,0.000013250521,0.06587476],"genre_scores_gemma":[0.9981495,0.000049486378,0.0003471398,0.00040132113,0.00010829395,0.000024014853,0.0000020391915,0.000009341108,0.00090887485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99847853,0.000057460227,0.0010769094,0.00015236839,0.000033213422,0.00020153332],"domain_scores_gemma":[0.99850327,0.00032147203,0.0008542133,0.00020870277,0.00002236189,0.00008996608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00152319,0.00009313041,0.00030390773,0.00007958693,0.00024924404,0.00007522583,0.00042094957,0.000045526926,0.00022297955],"category_scores_gemma":[0.00011084634,0.00007569119,0.00021288272,0.00006638993,0.00022829001,0.00030576743,0.00014122971,0.00048004536,0.000006433178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003277494,0.000056628563,0.011453353,0.00002312681,0.00019129188,0.000007498123,0.00093592395,0.000046731657,1.0027726e-7,0.9836818,0.00042564352,0.0031451182],"study_design_scores_gemma":[0.0021393963,0.001675509,0.04429272,0.00056193967,0.00017923463,0.00014042809,0.09542133,0.012070216,0.000017567849,0.5711268,0.2717409,0.00063391536],"about_ca_topic_score_codex":0.00008614663,"about_ca_topic_score_gemma":0.00002309162,"teacher_disagreement_score":0.41255498,"about_ca_system_score_codex":0.0002792657,"about_ca_system_score_gemma":0.000049609138,"threshold_uncertainty_score":0.3086597},"labels":[],"label_agreement":null},{"id":"W3207443447","doi":"","title":"Il capo della sicurezza irlandese di bottiglia della polizia del blu marino di Bitcoin Nypd della croce rossa del Canada del campione libero del metallo duro molle su ordinazione all'ingrosso poco costoso dello smalto dei militari apri sfida la moneta","year":2017,"lang":"it","type":"article","venue":"Biomédica","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Medicine; Art","score_opus":0.02878122968162017,"score_gpt":0.22464323467871294,"score_spread":0.19586200499709278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207443447","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":[0.89147574,0.066006936,0.0011744454,0.0024128293,0.0035735592,0.0019755564,0.0043901103,0.0002402095,0.028750625],"genre_scores_gemma":[0.925616,0.004134261,0.0010656546,0.0012805074,0.0008029999,0.00023085189,0.0008080228,0.00050811935,0.065553546],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869835,0.0004300965,0.0044808593,0.0041115205,0.00056658994,0.0034274817],"domain_scores_gemma":[0.9881872,0.00062872213,0.003583311,0.00487609,0.00050676154,0.0022179396],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002428774,0.002578694,0.0037998687,0.0010680725,0.0038377037,0.0015969251,0.004280404,0.0017973582,0.0011613655],"category_scores_gemma":[0.00072966865,0.0031551255,0.0013606567,0.0007394222,0.0016640157,0.0016984722,0.0016394203,0.0016096688,0.0016411168],"study_design_candidate":"not_applicable","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":[0.0051832763,0.0067720655,0.5578573,0.0026708078,0.013655941,0.00747701,0.0111508565,0.0071978327,0.004961128,0.055827476,0.31432876,0.012917552],"study_design_scores_gemma":[0.008456413,0.0007192182,0.04031282,0.00036922478,0.0010234282,0.0003866983,0.0009356159,0.036655925,0.0011009823,0.0021361888,0.9015756,0.0063278805],"about_ca_topic_score_codex":0.7152724,"about_ca_topic_score_gemma":0.31408665,"teacher_disagreement_score":0.58724684,"about_ca_system_score_codex":0.0026863713,"about_ca_system_score_gemma":0.0027976534,"threshold_uncertainty_score":0.9997517},"labels":[],"label_agreement":null},{"id":"W37375963","doi":"10.3390/plants12122338","title":"The Enduring popularity of the Euro throughout the crisis. CEPS Working Document 358, 15 December 2011","year":2011,"lang":"en","type":"article","venue":"","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":5,"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":"Agriculture and Agri-Food Canada","keywords":"Popularity; Credibility; Single currency; Sovereign debt; Financial system; Financial crisis; Public support; Currency; European debt crisis; Business; Debt; Sovereignty; Economic policy; Economics; Political science; Monetary economics; European union; Finance; Macroeconomics; Public economics; European integration","score_opus":0.07093808817889329,"score_gpt":0.231025003840139,"score_spread":0.16008691566124572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37375963","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":[0.34524423,0.009728269,0.0003040318,0.003898727,0.002776661,0.0005772523,0.00002843417,0.00006216354,0.63738024],"genre_scores_gemma":[0.9863389,0.00017238688,0.0001294289,0.0007412284,0.00010779523,0.00002720516,0.0000017085229,0.000024139998,0.01245718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836886,0.0000674882,0.00080379756,0.00037340118,0.000047063808,0.0003394126],"domain_scores_gemma":[0.9982826,0.00007517443,0.00053863344,0.0010350047,0.00002268889,0.000045910532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011987408,0.00019276714,0.0003242118,0.00004377059,0.00060936314,0.00007010283,0.00096431747,0.000082589555,0.0015526713],"category_scores_gemma":[0.000046642697,0.000114229944,0.0002717469,0.00010633983,0.00017807966,0.00027814324,0.00023893644,0.00024623968,0.00056742085],"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":[0.000054342494,0.00008716152,0.08968983,0.000013830555,0.00018218144,0.0000023187035,0.009753889,0.0000091793645,0.000004980751,0.8711591,0.028097196,0.0009459903],"study_design_scores_gemma":[0.0004041086,0.0000428703,0.042880382,0.00001697741,0.000025274268,0.0000056281483,0.0031116363,0.000080383004,0.001178629,0.110059135,0.84179693,0.00039801816],"about_ca_topic_score_codex":0.001447451,"about_ca_topic_score_gemma":0.00060279155,"teacher_disagreement_score":0.8136998,"about_ca_system_score_codex":0.000080954735,"about_ca_system_score_gemma":0.000022264547,"threshold_uncertainty_score":0.99936},"labels":[],"label_agreement":null},{"id":"W4206049389","doi":"10.1002/9781405186407.wbiecg016","title":"Global Media, History of","year":2008,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Protectionism; Carving; Multinational corporation; Cosmopolitanism; Nationalism; Political science; Political economy; Global network; Politics; Economy; International trade; Media studies; Sociology; Business; Economics; Law; History; Engineering; Telecommunications","score_opus":0.029354528288281407,"score_gpt":0.2163307640156928,"score_spread":0.18697623572741137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206049389","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":[0.00032226893,0.042783294,0.000071451315,0.0003695402,0.0014158433,0.00012302733,0.0003407609,0.000027415601,0.9545464],"genre_scores_gemma":[0.06533266,0.02834345,0.0004975568,0.00012022016,0.00023587221,0.000027776205,0.00026690384,0.0000923052,0.90508324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989627,0.000030398855,0.0006914001,0.00017254779,0.00006518779,0.00007775091],"domain_scores_gemma":[0.9975137,0.00008937069,0.00143475,0.00089738844,0.00004201847,0.000022743272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002821849,0.00013668778,0.0003823341,0.00016986133,0.000018221786,0.0000030177418,0.0014654896,0.00013827832,0.0032099572],"category_scores_gemma":[0.0001044431,0.00014269304,0.0001409898,0.00005455472,0.00029969268,0.0000887597,0.00014007339,0.00011445029,0.00025065153],"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":[0.000014404489,0.00006937217,0.00207805,0.000014154792,0.00012882633,4.09597e-7,0.001111903,0.0000071863833,3.8442468e-7,0.19837324,0.797552,0.0006500834],"study_design_scores_gemma":[0.0001765408,0.000008753865,0.0008030606,0.000051083287,0.0000069734724,0.0000020835387,0.000040800667,0.000047866266,0.0000010010345,0.00777908,0.99096215,0.00012062811],"about_ca_topic_score_codex":0.0026789277,"about_ca_topic_score_gemma":0.00039279478,"teacher_disagreement_score":0.19341014,"about_ca_system_score_codex":0.00039815003,"about_ca_system_score_gemma":0.000112689995,"threshold_uncertainty_score":0.9977012},"labels":[],"label_agreement":null},{"id":"W4206350435","doi":"10.15185/izawol.488","title":"Firms, sorting, and the immigrant–native earnings gap","year":2022,"lang":"en","type":"article","venue":"IZA World of Labor","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Immigration; Earnings; Sorting; Demographic economics; Business; Labour economics; Economics; Political science; Accounting; Computer science; Law","score_opus":0.02018081396464967,"score_gpt":0.20446726747250085,"score_spread":0.18428645350785117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206350435","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":[0.85859156,0.01669354,0.000025543248,0.0043986016,0.00047795867,0.0002895787,0.00022552875,0.000035909605,0.11926179],"genre_scores_gemma":[0.96549463,0.000060541053,0.00005161338,0.00060098513,0.000051052546,0.00005216654,0.000009176088,0.000016081101,0.03366378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989734,0.000048368845,0.00051720836,0.00027090593,0.000030915988,0.00015917656],"domain_scores_gemma":[0.99902314,0.00012727658,0.00056261703,0.0002356261,0.000018033137,0.000033311342],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086976675,0.00010783695,0.00037586942,0.00016703874,0.00029283023,0.000021138527,0.00024403713,0.000017706221,0.0016000299],"category_scores_gemma":[0.000080484766,0.00010503902,0.00009036571,0.00024983863,0.00019657804,0.00013932835,0.00012103657,0.00019245937,0.000054590826],"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":[0.00018057323,0.00005993465,0.08343915,0.000023120314,0.0001039699,0.0000058900355,0.016085343,0.000079309524,0.000009292162,0.89292896,0.0065414505,0.0005430068],"study_design_scores_gemma":[0.0016252148,0.000071066264,0.010858829,0.000008653694,0.000010007123,0.000002949461,0.0018566052,0.00046283,0.00006536077,0.033109263,0.9516965,0.00023268195],"about_ca_topic_score_codex":0.0006670571,"about_ca_topic_score_gemma":0.00012574304,"teacher_disagreement_score":0.9451551,"about_ca_system_score_codex":0.000045920755,"about_ca_system_score_gemma":0.000019425144,"threshold_uncertainty_score":0.99931264},"labels":[],"label_agreement":null},{"id":"W4207064578","doi":"10.33423/jabe.v23i6.4690","title":"The Structure of OECD Unemployment","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Unit root; Hysteresis; Economics; Natural rate of unemployment; Econometrics; Structural break; Set (abstract data type); Markov chain; Statistical evidence; Order (exchange); Unemployment rate; Keynesian economics; Macroeconomics; Mathematics; Statistics; Computer science; Null hypothesis","score_opus":0.01502578231826651,"score_gpt":0.17868561814653006,"score_spread":0.16365983582826354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207064578","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":[0.98140955,0.0055059055,0.00009162975,0.0007842181,0.0007496417,0.000056199468,0.000046457782,0.0000029797156,0.011353439],"genre_scores_gemma":[0.9967112,0.002256803,0.0003363861,0.00015744181,0.00020325808,7.430924e-7,0.0000040473583,0.000015567783,0.00031457384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868417,0.0000050140266,0.0009773704,0.000173026,0.000016100965,0.00014434356],"domain_scores_gemma":[0.9985084,0.000054854296,0.0010761336,0.0002256343,0.00007633872,0.000058671107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003048989,0.00012366174,0.00050067034,0.00008293161,0.00012689142,0.00007578067,0.00018829032,0.0000753971,0.000148819],"category_scores_gemma":[0.000017137098,0.00011058843,0.00009375358,0.00006320422,0.00010106268,0.00019672711,0.000054976157,0.0001231843,0.000015847823],"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":[0.00028459096,0.000113379,0.008718517,0.00010134862,0.00042026053,0.000013587237,0.0011784662,0.0021257077,0.00086501613,0.9736016,0.0016876587,0.010889873],"study_design_scores_gemma":[0.0018176674,0.00007764336,0.0112141855,0.00002846573,0.000038102276,0.000103327344,0.00135808,0.00035536912,0.0052811494,0.20440675,0.7748731,0.00044615957],"about_ca_topic_score_codex":0.000010146629,"about_ca_topic_score_gemma":0.000025055697,"teacher_disagreement_score":0.77318543,"about_ca_system_score_codex":0.00006133773,"about_ca_system_score_gemma":0.00008611324,"threshold_uncertainty_score":0.45096654},"labels":[],"label_agreement":null},{"id":"W4211175398","doi":"10.1017/9781108529525.001","title":"Preface","year":2018,"lang":"en","type":"other","venue":"","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","score_opus":0.030769850613673325,"score_gpt":0.19529142104060598,"score_spread":0.16452157042693266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211175398","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":[0.000020985206,0.009170772,0.00034712802,0.00008930958,0.0013515562,0.00016564394,0.00011956969,0.00026973634,0.9884653],"genre_scores_gemma":[0.00090271124,0.00020973288,0.00048427182,0.0002554251,0.0007618164,0.000017956754,0.0000367487,0.00035951906,0.99697185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988788,0.000005729382,0.00037689175,0.00052625156,0.000012068034,0.00020030401],"domain_scores_gemma":[0.9989951,0.000006225641,0.00036420548,0.0005638884,0.000005013133,0.00006552425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015214995,0.0002197321,0.0004921711,0.00027545777,0.00003555769,0.000030777748,0.0003055719,0.0002831423,0.19468845],"category_scores_gemma":[0.00001326561,0.00026268518,0.00012284025,0.000056199995,0.00008579145,0.00007144111,0.00004498905,0.00007836411,0.15876597],"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":[0.0000017977932,0.000017310866,0.0004494903,0.000019242172,0.000058912807,0.0000018690109,0.00005870873,4.080265e-8,1.14828815e-7,0.10045346,0.89881444,0.00012459482],"study_design_scores_gemma":[0.00014128773,0.000029824263,0.000014290927,0.00003515912,0.000002624342,9.27995e-7,0.000012158825,0.0000127708545,0.0000039131974,0.004099263,0.99530905,0.0003387044],"about_ca_topic_score_codex":0.00040979972,"about_ca_topic_score_gemma":0.00011658663,"teacher_disagreement_score":0.096494615,"about_ca_system_score_codex":0.000057070993,"about_ca_system_score_gemma":0.000015898166,"threshold_uncertainty_score":0.99998254},"labels":[],"label_agreement":null},{"id":"W4241680170","doi":"10.1016/s1064-4857(2005)11","title":"Internalization, International Diversification and the Multinational Enterprise: Essays in Honor of Alan M. Rugman","year":2005,"lang":"en","type":"book","venue":"Research in global strategic management","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Multinational corporation; Honor; Diversification (marketing strategy); Political science; Business; Computer science; Marketing; Law","score_opus":0.07201476235562582,"score_gpt":0.300124964192387,"score_spread":0.22811020183676117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241680170","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":[0.0015226632,0.002172348,0.000120646735,0.001248182,0.00023210487,0.00064830325,0.00017424514,0.000007477933,0.993874],"genre_scores_gemma":[0.8762872,0.0021448445,0.000072578434,0.000045556048,0.00011401854,0.000085087304,0.00022372273,0.0000120396135,0.121014945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981505,0.00009048793,0.00085772114,0.0005023107,0.00016135743,0.00023759306],"domain_scores_gemma":[0.9991448,0.000071259215,0.00038306206,0.00029037584,0.000066239365,0.000044262426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019519049,0.00016794358,0.00036388566,0.0005689505,0.000060216833,0.0000963053,0.0006780231,0.00012282908,0.00041014986],"category_scores_gemma":[0.000018866129,0.0001746874,0.00007473812,0.00018383877,0.00032229567,0.00019372512,0.00028689887,0.00027835512,0.00010954948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012839207,0.00009212437,0.006461714,0.00010262255,0.00009395421,0.000017821898,0.00027283054,0.0001045639,3.4237104e-8,0.9892651,0.0022569876,0.0012038656],"study_design_scores_gemma":[0.0027258683,0.000036500234,0.0055034775,0.00025444094,0.0000058665137,0.000002363883,0.0006231262,0.005339871,2.3626743e-7,0.7848535,0.2004169,0.0002378712],"about_ca_topic_score_codex":0.0005197283,"about_ca_topic_score_gemma":0.00040742735,"teacher_disagreement_score":0.87476456,"about_ca_system_score_codex":0.0012146507,"about_ca_system_score_gemma":0.000059080932,"threshold_uncertainty_score":0.71235454},"labels":[],"label_agreement":null},{"id":"W4246073124","doi":"10.1017/9781316459423.005","title":"The Labor-Managed Firm in the Long Run","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Labour economics; Economics","score_opus":0.02921305095739589,"score_gpt":0.17569697243294208,"score_spread":0.14648392147554617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246073124","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":[0.0027272261,0.0031677582,0.00003085526,0.00015235902,0.00054830004,0.00042847815,0.0003289526,0.000041345884,0.99257475],"genre_scores_gemma":[0.034558944,0.00034666422,0.0000062240024,0.00026472542,0.00022572836,0.0000026940008,0.0000332908,0.000037295842,0.96452445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986077,0.000039945404,0.0004269463,0.0005660204,0.000049146667,0.0003102351],"domain_scores_gemma":[0.9983011,0.00014158143,0.0004801692,0.00097603735,0.00003879631,0.00006234253],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006381022,0.00031312802,0.0004598718,0.00018959014,0.00051559095,0.000117631105,0.0012576546,0.00027760438,0.00004616852],"category_scores_gemma":[0.00001906255,0.00029890786,0.00023395936,0.000016197315,0.00043396224,0.00016462978,0.00020506888,0.00050265744,0.00045314306],"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":[0.00004760393,0.000007830799,0.000087568245,0.00002104913,0.00008973346,0.00012590828,0.0006281698,7.6006336e-7,1.11147095e-7,0.9300342,0.068745986,0.00021104694],"study_design_scores_gemma":[0.0003669376,0.0000393812,0.00037516787,0.00004062455,0.000021743106,0.000004154615,0.00021198754,0.000033381595,0.0000028646273,0.0005713685,0.9979737,0.00035868457],"about_ca_topic_score_codex":0.00031865318,"about_ca_topic_score_gemma":0.000094232215,"teacher_disagreement_score":0.92946285,"about_ca_system_score_codex":0.00025708595,"about_ca_system_score_gemma":0.00004360557,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W4254280488","doi":"10.1111/1467-9787.00275","title":"Book Reviews","year":2002,"lang":"en","type":"article","venue":"Journal of Regional Science","topic":"Italy: Economic History and Contemporary Issues","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":"Miller; Metropolitan area; Urban sprawl; Mesoamerica; Empire; Population; Economic history; Geography; Cartography; Sociology; Political science; Economy; Urban planning; History; Archaeology; Economics; Engineering","score_opus":0.09960552312305136,"score_gpt":0.23311831958077217,"score_spread":0.1335127964577208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254280488","genre_codex":"review","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":[0.044851333,0.68832016,0.00060335686,0.011163207,0.0018185356,0.00016060605,0.000005830905,0.0000136284525,0.25306335],"genre_scores_gemma":[0.8889692,0.025246877,0.0017333756,0.011127012,0.00089566194,0.000004392443,4.1655522e-7,0.000016783522,0.0720063],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989249,0.000009257417,0.00066921365,0.00017168907,0.00006004829,0.00016488905],"domain_scores_gemma":[0.99883187,0.000020167638,0.0008063763,0.0001689259,0.00004875109,0.00012393514],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013586496,0.0000741196,0.00029892736,0.00019175508,0.00014060005,0.000044415294,0.00048994645,0.000026340405,0.0021872635],"category_scores_gemma":[0.00012122473,0.00006946759,0.00014862866,0.00023343087,0.0002815658,0.0012034497,0.000022195332,0.00011726865,0.0012306783],"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":[0.000010069823,0.00009533079,0.002939573,0.000011078106,0.000013088516,0.000025345496,0.0010416876,0.000015450038,0.00012330458,0.10128363,0.89123327,0.0032081925],"study_design_scores_gemma":[0.00013677006,0.00006649766,0.00065792614,0.000021629234,0.0000013136827,0.0000788878,0.000019666204,0.00016808932,0.000021281896,0.0030303502,0.9957089,0.00008870725],"about_ca_topic_score_codex":0.0000039216816,"about_ca_topic_score_gemma":4.421656e-7,"teacher_disagreement_score":0.8441178,"about_ca_system_score_codex":0.00013129551,"about_ca_system_score_gemma":0.00002765787,"threshold_uncertainty_score":0.999547},"labels":[],"label_agreement":null},{"id":"W4256347166","doi":"10.1108/oxan-db241580","title":"Clouds are building over Italy’s debt sustainability","year":2019,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Italy: Economic History and Contemporary Issues","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":"Recession; Fell; Quarter (Canadian coin); Yesterday; Gross domestic product; Position (finance); Sovereign debt; Economic policy; Popularity; Sustainability; Debt; Government debt; Economics; Austerity; Economy; Business; Geography; Political science; Finance; Sovereignty; Economic growth; Macroeconomics; Cartography; Politics","score_opus":0.017969571991394397,"score_gpt":0.23275627181052602,"score_spread":0.21478669981913162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256347166","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":[0.001303636,0.061290916,0.00056873,0.03864752,0.0024326786,0.0013038462,0.00043850107,0.0007189686,0.8932952],"genre_scores_gemma":[0.0070383335,0.00048556124,0.00029775896,0.039281525,0.001118874,0.000101280544,0.00009304538,0.0007719001,0.95081174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968197,0.00003168552,0.0009833684,0.0014141086,0.000068907946,0.000682255],"domain_scores_gemma":[0.99735314,0.000043106753,0.0011240464,0.0012773536,0.000037848404,0.0001644831],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038271656,0.00065328786,0.0014140895,0.00040804324,0.00014604129,0.00013956895,0.0006671925,0.0006365367,0.008780157],"category_scores_gemma":[0.00014023932,0.0008363493,0.00048733034,0.00017920395,0.000157753,0.00036213445,0.00018236293,0.00041720172,0.0028086419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018492436,0.00007194804,0.0005847843,0.00015206897,0.00015640346,0.000019351279,0.00080948573,0.0000030524143,0.0000039675488,0.052899197,0.94502866,0.00025258993],"study_design_scores_gemma":[0.0005696528,0.000040580966,0.00022348006,0.00012411574,0.000007394083,0.0000036485442,0.00004104684,0.00006599754,0.000013516168,0.0068405787,0.99105906,0.0010109143],"about_ca_topic_score_codex":0.056126654,"about_ca_topic_score_gemma":0.0001672526,"teacher_disagreement_score":0.060805354,"about_ca_system_score_codex":0.0006350697,"about_ca_system_score_gemma":0.00008414601,"threshold_uncertainty_score":0.9994087},"labels":[],"label_agreement":null},{"id":"W4298661087","doi":"10.3386/w17186","title":"The Economic Impact of Social Ties: Evidence from German Reunification","year":2011,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"German; German reunification; Interpersonal ties; Psychology; Political science; Demographic economics; Economics; History; Social psychology","score_opus":0.5469085123222338,"score_gpt":0.5091099413622178,"score_spread":0.03779857096001604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298661087","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":[0.096539676,0.015594584,0.000010690261,0.00043818296,0.0017675188,0.0011132298,0.0028201847,0.000027769089,0.8816882],"genre_scores_gemma":[0.9743438,0.004625158,0.000045868645,0.0000054527304,0.0013190558,0.00018365102,0.00055036286,0.00007476751,0.018851921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99548864,0.00019110451,0.0025862313,0.00095025206,0.0002706183,0.00051317137],"domain_scores_gemma":[0.9940465,0.0014958649,0.0027410376,0.00091050554,0.00068711187,0.00011894157],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009283714,0.0003698896,0.0012123105,0.00090721034,0.00042964582,0.00011052022,0.001617101,0.0006114721,0.00355212],"category_scores_gemma":[0.0008663418,0.00037727834,0.0007691694,0.00012823349,0.00072183396,0.00067719165,0.00023291344,0.00077419885,0.0020235004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00037985304,0.00008716445,0.0051919674,0.0001545373,0.0015027877,0.0000018412433,0.0028647725,0.00032067602,0.000051815994,0.7607528,0.22758076,0.0011110551],"study_design_scores_gemma":[0.0006024989,0.00034098016,0.014144488,0.00018494089,0.00003079816,0.0000054227107,0.00023291595,0.001428848,0.0001854359,0.70167655,0.2804087,0.0007583873],"about_ca_topic_score_codex":0.030022671,"about_ca_topic_score_gemma":0.000900778,"teacher_disagreement_score":0.8778041,"about_ca_system_score_codex":0.009146616,"about_ca_system_score_gemma":0.005671611,"threshold_uncertainty_score":0.9999653},"labels":[],"label_agreement":null},{"id":"W4313034723","doi":"10.55365/1923.x2022.20.55","title":"Brexit as an Opportunity for Business","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Brexit; Destinations; Irish; Macro; International trade; Business; Economics; Economic geography; Economy; Geography; European union; Computer science; Tourism","score_opus":0.061176288075884135,"score_gpt":0.23940379227120642,"score_spread":0.1782275041953223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313034723","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":[0.6378861,0.31677145,0.00017807707,0.0024933175,0.0009244609,0.0012013279,0.0017876511,0.000026279233,0.038731325],"genre_scores_gemma":[0.705449,0.2867391,0.00076256413,0.0034929405,0.00011123949,0.00038509956,0.00020781074,0.00004975159,0.0028025105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845374,0.0000168788,0.00085498125,0.00047420038,0.000010429373,0.0001897974],"domain_scores_gemma":[0.99866444,0.000028960381,0.00076860667,0.00043556254,0.000036257206,0.00006615125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009908816,0.00016170724,0.0007363908,0.000093290815,0.00022739182,0.000017235123,0.0003055442,0.000039698163,0.0004020923],"category_scores_gemma":[0.00006480224,0.00021846568,0.00013764022,0.00009965828,0.000077168945,0.00035233438,0.00009910884,0.00009167076,0.000027191341],"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":[0.000029147597,0.000104370294,0.00029740683,0.0011118099,0.000026057352,0.0000013556106,0.00014474746,0.00013396236,7.067172e-7,0.99081624,0.00076659105,0.0065675997],"study_design_scores_gemma":[0.00042837372,0.00019260128,0.0003850434,0.00015507633,0.000006920405,0.000013892945,0.000049704926,0.0004392768,0.00000640951,0.10364902,0.89440453,0.0002691756],"about_ca_topic_score_codex":0.00014064541,"about_ca_topic_score_gemma":0.000009283445,"teacher_disagreement_score":0.8936379,"about_ca_system_score_codex":0.00010107361,"about_ca_system_score_gemma":0.00015843834,"threshold_uncertainty_score":0.8908772},"labels":[],"label_agreement":null},{"id":"W4317612417","doi":"10.33774/coe-2023-1cldg-v2","title":"A COMPARISON BETWEEN THE LABOR MARKET TRENDS IN THE EUROPEAN AND ITALIAN BANKING SECTORS: THE IMPACT OF DIGITAL TRANSFORMATION AND THE RELATED NEED FOR INVESTING IN THE HUMAN FACTOR","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Rationalization (economics); Workforce; Business; Digital transformation; Sustainability; Technological change; Population; Business model; Competition (biology); Industrial organization; Economics; Marketing; Economic growth; Management","score_opus":0.10751375807692713,"score_gpt":0.2949420476561161,"score_spread":0.18742828957918894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317612417","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":[0.93019164,0.0007480657,0.000041211606,0.0030220742,0.00008471707,0.00096316537,0.00060554995,0.000022429509,0.064321145],"genre_scores_gemma":[0.99904305,0.000030461171,0.0000039857346,0.000077457764,0.00008688646,0.000069723224,0.0001593049,0.00003112757,0.0004980319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773467,0.00041250244,0.0012226256,0.00034252353,0.000048476126,0.00023923515],"domain_scores_gemma":[0.99767494,0.0010781853,0.0007088133,0.000499891,0.000015798494,0.000022392334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050338074,0.00027789947,0.0006027745,0.00026661658,0.00032033984,0.00046644383,0.0007632606,0.00012055315,0.00003870746],"category_scores_gemma":[0.00012923017,0.00012903857,0.00023046137,0.00030994372,0.00030393814,0.00032546368,0.0001196886,0.0006144583,0.000003890465],"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":[0.00009307084,0.00006786547,0.6816552,0.00013775348,0.0004070765,0.0000018589805,0.2773473,0.00033517877,0.0000019741096,0.034017656,0.0018383871,0.004096623],"study_design_scores_gemma":[0.0014823681,0.00009329386,0.94898903,0.00008687206,0.000033485347,0.0000025477939,0.013229308,0.005323003,0.0000017871104,0.028325321,0.0021313438,0.00030163984],"about_ca_topic_score_codex":0.0018179197,"about_ca_topic_score_gemma":0.00049112045,"teacher_disagreement_score":0.26733378,"about_ca_system_score_codex":0.00007101073,"about_ca_system_score_gemma":0.000019127818,"threshold_uncertainty_score":0.526204},"labels":[],"label_agreement":null},{"id":"W4319232201","doi":"10.2139/ssrn.4347645","title":"Information Acquisition Ahead of Monetary Policy Announcements","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Monetary policy; Monetary economics; Central bank; Economics; Forward guidance; Financial market; Private information retrieval; Test (biology); Business; Inflation targeting; Finance; Credit channel; Computer science; Computer security","score_opus":0.013987247836972387,"score_gpt":0.21399381125020756,"score_spread":0.20000656341323517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319232201","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":[0.9412405,0.0041645495,0.002845378,0.0014974308,0.0005900838,0.00017597052,0.00013766452,0.000068022884,0.049280435],"genre_scores_gemma":[0.99436414,0.0020885416,0.000014418427,0.00016522472,0.00019678092,0.0000050722692,0.00010075169,0.00000966181,0.003055422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983748,0.000014561941,0.0006563824,0.000102898804,0.000040093033,0.000811233],"domain_scores_gemma":[0.99927014,0.000010877432,0.00048555672,0.00015720021,0.000032344768,0.000043851327],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001384199,0.000100095574,0.00023152924,0.0005941224,0.00012869088,0.000030179408,0.00019212953,0.000063168605,0.000110793066],"category_scores_gemma":[0.000034911252,0.000120605706,0.00010859438,0.00032204526,0.000031221785,0.0011542569,0.000023823915,0.0003466974,0.0014058135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061267165,0.000039389575,0.01319818,0.000019862426,0.00017341878,0.0000011046274,0.0017106235,0.00027455617,0.00004560255,0.9757158,0.00186985,0.006890347],"study_design_scores_gemma":[0.0011425209,0.00039672342,0.008927804,0.000020229369,0.000008123312,0.00004158803,0.0026259937,0.00095093687,0.000045361736,0.8522916,0.13324767,0.00030144377],"about_ca_topic_score_codex":0.00025925814,"about_ca_topic_score_gemma":0.000027008893,"teacher_disagreement_score":0.13137783,"about_ca_system_score_codex":0.00065450143,"about_ca_system_score_gemma":0.00037840995,"threshold_uncertainty_score":0.9993717},"labels":[],"label_agreement":null},{"id":"W4319659034","doi":"10.33423/jabe.v25i1.5821","title":"Anti-Fascist (Antifa) Fallacies: A Primer for Businesses","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Capitalism; Nazism; Socialism; Political science; Sociology; Exploratory research; Public relations; Social science; Law; Communism; Politics","score_opus":0.03653252888308582,"score_gpt":0.2095665473447115,"score_spread":0.1730340184616257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319659034","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":[0.98397595,0.0012109414,0.0010624458,0.0011181107,0.0013593088,0.00024487032,0.000108007975,0.000035152374,0.010885226],"genre_scores_gemma":[0.99527425,0.0020950679,0.0008213224,0.00026401202,0.0005718218,0.000020273634,0.00002543078,0.000050625742,0.0008772063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818045,0.000003099243,0.0011380472,0.00035000706,0.0000204949,0.0003078809],"domain_scores_gemma":[0.99839616,0.00008888884,0.001059482,0.00023767566,0.000116197574,0.00010162439],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008063785,0.0002247043,0.0008857766,0.0004996217,0.00019908299,0.00016574777,0.00027486187,0.00012880928,0.00007153339],"category_scores_gemma":[0.00005709617,0.000247911,0.00015552,0.00028916262,0.00011795272,0.0005546952,0.00006504303,0.00010838445,0.00017095769],"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":[0.0011972152,0.0004426513,0.031634573,0.0011320632,0.0011052662,0.00004060505,0.0041448055,0.008572019,0.000842948,0.9004522,0.035297632,0.015137998],"study_design_scores_gemma":[0.0024919931,0.00008563787,0.028635731,0.00004705945,0.000041937852,0.000043037642,0.00089253986,0.0017161941,0.00024215122,0.059057564,0.90603817,0.00070796715],"about_ca_topic_score_codex":0.000021477856,"about_ca_topic_score_gemma":0.000008302978,"teacher_disagreement_score":0.87074053,"about_ca_system_score_codex":0.00007695629,"about_ca_system_score_gemma":0.00008321221,"threshold_uncertainty_score":0.9999973},"labels":[],"label_agreement":null},{"id":"W4319787811","doi":"10.1111/imig.13098","title":"Does speaking or writing Italian make differences?","year":2023,"lang":"en","type":"article","venue":"International Migration","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Immigration; Endogeneity; Affect (linguistics); Leverage (statistics); First language; Acculturation; Psychology; Empirical evidence; Demographic economics; Language proficiency; Social integration; Reading (process); Linguistics; Sociology; Political science; Economics; Pedagogy; Computer science","score_opus":0.05662108816251891,"score_gpt":0.24975600004598875,"score_spread":0.19313491188346985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319787811","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":[0.940239,0.000081620245,0.0006026918,0.0042402893,0.0021803477,0.000109020155,0.00011136823,0.00014813323,0.052287545],"genre_scores_gemma":[0.96828294,0.000049175873,0.00011731585,0.00024934713,0.0004514179,0.000027436728,0.00013364643,0.0000138267715,0.030674903],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903536,0.000009100095,0.00047393513,0.00029894736,0.0000398264,0.00014286209],"domain_scores_gemma":[0.99951243,0.00004888434,0.00023952806,0.0001363015,0.000029200583,0.00003366841],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027412872,0.000101565645,0.0001609285,0.0002647293,0.000102199854,0.00012885426,0.0002150502,0.00005432843,0.0012203909],"category_scores_gemma":[0.00009936838,0.000083520674,0.000072494164,0.00013465904,0.000026595115,0.00041579435,0.00003231187,0.00006950926,0.002224757],"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":[0.000089578454,0.00009153886,0.62609273,0.000036218633,0.00017759998,0.00005505834,0.006640672,0.000097762844,0.00025825144,0.34726816,0.008912026,0.010280382],"study_design_scores_gemma":[0.0005967897,0.00006783311,0.17723107,0.000077910336,0.000004908251,0.0000065518607,0.001888024,0.019828163,0.00025507718,0.03674278,0.76278573,0.0005151522],"about_ca_topic_score_codex":0.00028214377,"about_ca_topic_score_gemma":0.00096472097,"teacher_disagreement_score":0.7538737,"about_ca_system_score_codex":0.00010322121,"about_ca_system_score_gemma":0.000012176309,"threshold_uncertainty_score":0.9996926},"labels":[],"label_agreement":null},{"id":"W4321338723","doi":"","title":"Foreign Direct Investment and Knowledge Diffusion in Poor Locations","year":2019,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","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":"Connaught Fund; University of Toronto","keywords":"Foreign direct investment; Diffusion; Business; Economics; Macroeconomics; Physics; Thermodynamics","score_opus":0.050623431664483756,"score_gpt":0.2804275471675246,"score_spread":0.22980411550304086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321338723","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":[0.38909215,0.004884651,0.0000033618744,0.00021318541,0.00050323777,0.00092828594,0.00015211756,0.000026149302,0.60419685],"genre_scores_gemma":[0.97178423,0.009663494,0.00017115961,0.00016455262,0.00015368158,0.0004336382,0.00013146315,0.00008421799,0.01741355],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99605346,0.00015694382,0.0014160789,0.0015858301,0.000045741966,0.0007419743],"domain_scores_gemma":[0.99783564,0.00034174116,0.00042409118,0.0011543937,0.00003988769,0.00020423849],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025715914,0.00042363495,0.0011566896,0.0015438907,0.00015355443,0.00016057357,0.00066273246,0.00056236575,0.00020284914],"category_scores_gemma":[0.00023700498,0.00055774645,0.00018264649,0.0001692833,0.00031090167,0.0002764602,0.0010542423,0.001243476,0.0002982432],"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":[0.0003585354,0.0021278523,0.5562923,0.0016800895,0.00044664435,0.000081481165,0.0125215845,0.0072348686,0.00005068866,0.36252373,0.001984038,0.054698184],"study_design_scores_gemma":[0.0038569511,0.0003736221,0.07153476,0.0008931299,0.000013934642,0.000011339123,0.0032846546,0.08512435,0.00005663256,0.10278433,0.7295752,0.0024910702],"about_ca_topic_score_codex":0.0006236547,"about_ca_topic_score_gemma":0.0011670786,"teacher_disagreement_score":0.72759116,"about_ca_system_score_codex":0.001858283,"about_ca_system_score_gemma":0.00040478757,"threshold_uncertainty_score":0.9996874},"labels":[],"label_agreement":null},{"id":"W4323772311","doi":"10.2139/ssrn.4301590","title":"Emotion in Euro Area Monetary Policy Communication and Bond Yields: The Draghi Era","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs","funders":"","keywords":"Monetary policy; Bond; Monetary economics; Economics; Finance","score_opus":0.02089100426033418,"score_gpt":0.21145369883873325,"score_spread":0.19056269457839906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323772311","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":[0.9558464,0.019585148,0.00016879333,0.009766409,0.00013026198,0.00012738084,0.000009151291,0.00003101237,0.014335396],"genre_scores_gemma":[0.98073107,0.01550645,0.000011272008,0.0002739741,0.0001233617,0.000007254282,0.000014541815,0.000016367592,0.0033156849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99856,0.000046262758,0.00044701813,0.00019063793,0.00002421652,0.00073182373],"domain_scores_gemma":[0.9993714,0.00006263245,0.00023938157,0.00027661983,0.000011156633,0.00003879933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020554818,0.0001103617,0.00020655745,0.00035409853,0.00027268074,0.000069105554,0.00028400382,0.000068840294,0.000034813133],"category_scores_gemma":[0.00007651562,0.000108432876,0.00006513089,0.00029780596,0.00006304501,0.00037903865,0.00005026653,0.0009881126,0.00020015109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003852522,0.0000474441,0.047582578,0.00000787199,0.00009161283,0.0000051646944,0.0040090787,0.00019059997,0.000018698178,0.93743235,0.0019731708,0.008602902],"study_design_scores_gemma":[0.0007082832,0.00013447656,0.05121973,0.000022346598,0.0000056491017,0.00009772627,0.0034037083,0.0019973961,0.0000073897286,0.90604126,0.036113713,0.0002482954],"about_ca_topic_score_codex":0.0007655821,"about_ca_topic_score_gemma":0.0011369897,"teacher_disagreement_score":0.034140542,"about_ca_system_score_codex":0.00044265547,"about_ca_system_score_gemma":0.00021966665,"threshold_uncertainty_score":0.44217643},"labels":[],"label_agreement":null},{"id":"W4376504891","doi":"10.1177/24557471231169386","title":"Factors Affecting Urbanisation in Iraq: A Historical Analysis from 1921 to the Present","year":2023,"lang":"en","type":"article","venue":"Urbanisation","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Urbanization; Language change; Politics; Development economics; Population; Political science; Political instability; Ethnic group; Population growth; Economic growth; Political economy; Geography; Sociology; Law; Economics","score_opus":0.09127677463732643,"score_gpt":0.23406251239789766,"score_spread":0.14278573776057124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376504891","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":[0.9903015,0.00063230935,0.0017915881,0.0015415744,0.00070866727,0.00029170697,0.000053999378,0.00009419476,0.00458445],"genre_scores_gemma":[0.9949236,0.000008638617,0.000041977684,0.000106621635,0.00023399839,0.00003878041,0.00018235442,0.000017726494,0.0044463365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986138,0.000051958712,0.0005949664,0.00046730053,0.000052449745,0.00021952899],"domain_scores_gemma":[0.99910855,0.00018957141,0.00025834446,0.00037038565,0.000012979855,0.000060167597],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006823778,0.00014579327,0.00036703015,0.0006627314,0.00015361067,0.00006992095,0.0002107614,0.00008678921,0.0003635059],"category_scores_gemma":[0.00016532362,0.0001437506,0.00017061536,0.0010715442,0.000012669316,0.00028604676,0.000044720335,0.00012021121,0.0010616921],"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":[0.000024557405,0.00007312016,0.91931117,0.000008822416,0.00023706225,0.0000039101756,0.040974524,0.008188635,0.000049009963,0.012300004,0.017999345,0.0008298354],"study_design_scores_gemma":[0.00023493893,0.00004420978,0.77666855,0.000005822252,0.00003509352,7.3147284e-8,0.0012945766,0.015497045,0.00006840031,0.004010888,0.20186746,0.00027293066],"about_ca_topic_score_codex":0.0064466847,"about_ca_topic_score_gemma":0.0014070087,"teacher_disagreement_score":0.18386811,"about_ca_system_score_codex":0.001046674,"about_ca_system_score_gemma":0.000016290676,"threshold_uncertainty_score":0.9997161},"labels":[],"label_agreement":null},{"id":"W4383874125","doi":"10.33137/rr.v45i4.41395","title":"Baker, Nicholas Scott. In Fortune’s Theater: Financial Risk and the Future in Renaissance Italy","year":2023,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Renaissance; Art; Management; Art history; Economic history; History; Business; Economics","score_opus":0.013919506879821596,"score_gpt":0.19784728817246997,"score_spread":0.18392778129264836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383874125","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":[0.9648027,0.017419549,0.000026614649,0.0013747895,0.00039436598,0.00032663197,0.00003895697,0.000039783998,0.015576615],"genre_scores_gemma":[0.99126685,0.007621479,0.000022206357,0.00015542246,0.00015328146,0.00006265652,0.000023493632,0.000012879416,0.0006817398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873793,0.000043148066,0.00062682404,0.00031101346,0.000030899297,0.00025018505],"domain_scores_gemma":[0.99937844,0.00003911536,0.00029169844,0.00024032286,0.000010248625,0.000040164392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012537618,0.00015358288,0.00036914428,0.00028906472,0.00019440157,0.00006030719,0.00013228737,0.0001322512,0.000014886352],"category_scores_gemma":[0.00006110721,0.00012105202,0.000052128285,0.00036019387,0.00015493805,0.00094224984,0.000047945945,0.00024799464,0.00012500504],"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":[0.00075291307,0.0000756896,0.63529444,0.0002904494,0.00003899357,0.00002742505,0.024694094,0.00030032964,0.000017910697,0.28653538,0.012010174,0.039962213],"study_design_scores_gemma":[0.0043102885,0.0000742252,0.6196777,0.00015767892,0.000005468475,0.000010446978,0.0010713779,0.006147218,0.00004774333,0.048317697,0.3197278,0.0004523341],"about_ca_topic_score_codex":0.00032518874,"about_ca_topic_score_gemma":0.0007826314,"teacher_disagreement_score":0.30771762,"about_ca_system_score_codex":0.00006665335,"about_ca_system_score_gemma":0.000016359001,"threshold_uncertainty_score":0.4936358},"labels":[],"label_agreement":null},{"id":"W4385211537","doi":"10.5465/amproc.2023.15153symposium","title":"Rankings, Reputation and Status: Novel Market Dynamics","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reputation; Dynamics (music); Econometrics; Business; Economics; Computer science; Psychology; Sociology; Social science","score_opus":0.03108846096393442,"score_gpt":0.22465944918700695,"score_spread":0.19357098822307253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385211537","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":[0.69048136,0.0007010622,0.00026684575,0.0019733747,0.00013308282,0.00037723104,0.000045691886,0.00015013236,0.3058712],"genre_scores_gemma":[0.98037094,0.001009324,0.00070872466,0.0002972303,0.000039563623,0.000033881377,0.000018093762,0.000024656745,0.017497584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987062,0.0000018221685,0.00055590784,0.00043402732,0.000042130425,0.00025989264],"domain_scores_gemma":[0.9994491,0.000020015033,0.00040627495,0.00005833587,0.000011961677,0.000054313834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086235336,0.00013487923,0.0002837425,0.00044808182,0.000089454894,0.00005740059,0.00017730237,0.00009203523,0.00009978854],"category_scores_gemma":[0.000033260498,0.0001767128,0.000053111038,0.00032457584,0.00007338025,0.00081204646,0.0001243783,0.000110856025,0.00011088956],"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":[0.000032580552,0.000033088465,0.029135693,0.0004062768,0.00012719989,9.940005e-7,0.001240668,0.00000724519,0.000017270575,0.94419634,0.019229393,0.0055732206],"study_design_scores_gemma":[0.0017699267,0.000072666924,0.21079,0.00011364062,0.000037826623,0.0000030777633,0.003928076,0.020999845,0.00007585842,0.11106643,0.6505179,0.000624799],"about_ca_topic_score_codex":0.000015749973,"about_ca_topic_score_gemma":3.5468e-7,"teacher_disagreement_score":0.83312994,"about_ca_system_score_codex":0.00008177437,"about_ca_system_score_gemma":0.000002463704,"threshold_uncertainty_score":0.7206139},"labels":[],"label_agreement":null},{"id":"W4387022077","doi":"10.4995/carma2023.2023.16456","title":"Newspapers, Images and Income Support Policy","year":2023,"lang":"en","type":"article","venue":"","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Newspaper; Closed captioning; Computer science; Image (mathematics); Natural (archaeology); Public opinion; Artificial intelligence; Data science; Political science; Media studies; Sociology; History; Politics; Law","score_opus":0.02565233029889387,"score_gpt":0.22104361803806105,"score_spread":0.1953912877391672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387022077","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":[0.29407817,0.00069784274,0.000040800347,0.0039593326,0.00028754608,0.00011277786,0.00009349499,0.00023250919,0.7004975],"genre_scores_gemma":[0.8608368,0.00024259968,0.00009532822,0.0006277837,0.00014971055,0.000011715031,0.000021737918,0.000018122719,0.13799618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904597,0.000006087449,0.00035772583,0.0003367494,0.000012747507,0.00024075052],"domain_scores_gemma":[0.9995255,0.000027247548,0.0000988723,0.00024697697,0.000006679001,0.00009472559],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031624682,0.00011735668,0.00027222713,0.00037808114,0.000107274995,0.00005564255,0.00013842205,0.000061922285,0.0014682008],"category_scores_gemma":[0.00004740925,0.00013701283,0.00006164147,0.000236032,0.000073807445,0.00035369204,0.0000776585,0.00006599438,0.0070907394],"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":[0.000011373842,0.000023384917,0.14203592,0.0000342028,0.000055357832,0.000027743909,0.0015102281,0.000005393523,0.00004589324,0.79475224,0.058729064,0.0027691852],"study_design_scores_gemma":[0.000432378,0.00006929877,0.06556212,0.0000039679467,0.0000020122357,0.0000075674993,0.00035866202,0.0001376806,0.00007405239,0.03982394,0.8931969,0.0003314549],"about_ca_topic_score_codex":0.00056452875,"about_ca_topic_score_gemma":0.000022822083,"teacher_disagreement_score":0.8344678,"about_ca_system_score_codex":0.00005074836,"about_ca_system_score_gemma":0.000026045222,"threshold_uncertainty_score":0.9994446},"labels":[],"label_agreement":null},{"id":"W4387546158","doi":"10.15195/v10.a25","title":"Institutional Survival under Extreme State Repression and Subsequent Revival","year":2023,"lang":"en","type":"article","venue":"Sociological Science","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychological repression; State (computer science); Political science; Economics; Criminology; Psychology; Computer science; Chemistry","score_opus":0.1936443498687322,"score_gpt":0.2787119406964718,"score_spread":0.08506759082773963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387546158","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":[0.96632075,0.0009516074,0.00032055657,0.0010070669,0.0005681712,0.00009409914,0.00003003601,0.0000921523,0.030615559],"genre_scores_gemma":[0.9973549,0.00030724102,0.000084938176,0.00021477045,0.00006644614,0.000011121567,0.000008558763,0.0000039229935,0.001948088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99869317,0.000026265907,0.00032926796,0.00058699225,0.00005327525,0.0003110195],"domain_scores_gemma":[0.9994789,0.00006552384,0.00012642385,0.00019155677,0.000019563307,0.00011807916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019297505,0.00010005773,0.00023064784,0.000082494604,0.00051941077,0.000056654255,0.0002711189,0.00006681926,0.0002495911],"category_scores_gemma":[0.00022929197,0.0000899797,0.000053434505,0.000295724,0.0012955973,0.00039214725,0.00016470402,0.00012774937,0.00070413173],"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":[0.000017385262,0.000035200363,0.06382511,0.000009883283,0.000009580931,0.000019382678,0.0008827924,0.0002832564,0.0010889925,0.9318071,0.0004733041,0.0015480384],"study_design_scores_gemma":[0.00044937708,0.00011391741,0.5100389,0.00001911907,0.0000020838152,0.0000061687433,0.00069302204,0.0026697675,0.00010107445,0.44036072,0.045069713,0.00047613098],"about_ca_topic_score_codex":0.000040928757,"about_ca_topic_score_gemma":0.0000028107938,"teacher_disagreement_score":0.49144635,"about_ca_system_score_codex":0.00014147445,"about_ca_system_score_gemma":0.000047880705,"threshold_uncertainty_score":0.90504235},"labels":[],"label_agreement":null},{"id":"W4387592192","doi":"10.1017/9781316718636.019","title":"Models in Question","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Content (measure theory); Information retrieval; World Wide Web; Database; Mathematics","score_opus":0.05904044569136284,"score_gpt":0.18404948896783271,"score_spread":0.1250090432764699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387592192","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":[0.00034344787,0.00063125056,0.00026427058,0.00002475894,0.0005333359,0.00026867318,0.00061901024,0.00014361914,0.99717164],"genre_scores_gemma":[0.011756125,0.00035351719,0.000024835505,0.00004406756,0.00009180655,0.0000017170406,0.00009606987,0.00006374218,0.98756814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863833,0.000013385745,0.00042568345,0.0006524441,0.000031098407,0.00023902798],"domain_scores_gemma":[0.99901116,0.0000309931,0.00036546797,0.0004763585,0.000025426049,0.00009057261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026725413,0.0002834424,0.0005928211,0.00053371635,0.00008857693,0.00003075475,0.00038078608,0.00039281716,0.000014857303],"category_scores_gemma":[0.0000073479305,0.00045403896,0.00019870259,0.000011628074,0.00010860236,0.00026653984,0.00014934596,0.00036688935,0.0005504033],"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":[0.000032748943,0.000006994246,0.000016662176,0.00004076953,0.00005097954,0.00016916751,0.00010881106,0.000061060215,4.2394078e-7,0.98750454,0.0118968785,0.000110933506],"study_design_scores_gemma":[0.00044607982,0.000029036059,0.000031268366,0.000113024675,0.000013958568,0.0000017432736,0.00002942001,0.0009698889,0.000003572563,0.0069602076,0.9908751,0.00052666577],"about_ca_topic_score_codex":0.0007159092,"about_ca_topic_score_gemma":0.000022944352,"teacher_disagreement_score":0.9805444,"about_ca_system_score_codex":0.00044462722,"about_ca_system_score_gemma":0.000042733987,"threshold_uncertainty_score":0.99979115},"labels":[],"label_agreement":null},{"id":"W4388312539","doi":"10.1016/j.eeh.2023.101556","title":"Unintended consequences: International trade shocks and electoral outcomes during the Second Spanish Republic, 1931–1936","year":2023,"lang":"en","type":"article","venue":"Explorations in Economic History","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Université Paris Dauphine - PSL; Fundación Española para la Ciencia y la Tecnología; Ministerio de Ciencia e Innovación; Universitat de València; Université de Montréal; Generalitat Valenciana","keywords":"Economics; International trade; International economics; Bilateral trade; Politics; Political instability; Depression (economics); Political science; China; Macroeconomics","score_opus":0.05121844367270538,"score_gpt":0.22838670482388562,"score_spread":0.17716826115118023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388312539","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":[0.89966834,0.0023009197,0.000031527397,0.011275534,0.004665647,0.00044176306,0.0003450209,0.0002459142,0.081025325],"genre_scores_gemma":[0.9633069,0.00015782753,0.00005232312,0.0005041431,0.00016881319,0.00017817339,0.000086752305,0.000037590205,0.035507444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796975,0.000048896814,0.0009720244,0.0006402418,0.000031290034,0.00033781034],"domain_scores_gemma":[0.9989353,0.00009218435,0.00038312012,0.0004946386,0.000008291599,0.00008646541],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007071943,0.00023914209,0.0004561163,0.0006237054,0.00024158228,0.00009617125,0.0004738909,0.00011959831,0.002599268],"category_scores_gemma":[0.00008530612,0.0002700768,0.00012922741,0.00012772463,0.000582693,0.0012077672,0.00008672296,0.0002850322,0.00082797755],"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":[0.000083709005,0.00014570967,0.19213623,0.000059944203,0.000373179,0.00007441907,0.023284111,0.00069835153,0.0002900058,0.6620726,0.12030572,0.0004760015],"study_design_scores_gemma":[0.00087369926,0.000031797626,0.045622677,0.000011154094,0.000004119943,0.000016649288,0.0016251154,0.001702568,0.00005612832,0.011557546,0.9380346,0.0004639466],"about_ca_topic_score_codex":0.0002275793,"about_ca_topic_score_gemma":0.0019760013,"teacher_disagreement_score":0.8177289,"about_ca_system_score_codex":0.001799822,"about_ca_system_score_gemma":0.00014918002,"threshold_uncertainty_score":0.99997514},"labels":[],"label_agreement":null},{"id":"W4390523524","doi":"10.3386/w31996","title":"Lifetime Memories of Inflation: Evidence from Surveys and the Lab","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Universiteit van Amsterdam","keywords":"Inflation (cosmology); Physics; Astronomy","score_opus":0.5386066245297659,"score_gpt":0.47054833667875406,"score_spread":0.06805828785101187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390523524","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":[0.052307867,0.05573198,0.000044713262,0.003959103,0.0028117367,0.0014197389,0.0030457976,0.0000504393,0.88062865],"genre_scores_gemma":[0.95507693,0.008683187,0.00008040056,0.000015323509,0.001009973,0.00011581034,0.0004355752,0.00005936275,0.03452345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99622774,0.00048103047,0.001918029,0.00074597774,0.0003366121,0.00029059956],"domain_scores_gemma":[0.99199593,0.005206625,0.0013566066,0.00059547194,0.00076794473,0.00007741971],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.029641293,0.0002430352,0.0012012693,0.0008072386,0.00018421594,0.00008446341,0.0007416235,0.0003685617,0.0010783075],"category_scores_gemma":[0.004704254,0.0002420327,0.00024996768,0.00024472456,0.0011457438,0.00046756084,0.00031115575,0.0005506568,0.00075759727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030659404,0.000074858246,0.045452714,0.0005343462,0.0013587987,0.0000056657477,0.0028469814,0.00043541894,0.000012710676,0.8359161,0.11147161,0.0015841926],"study_design_scores_gemma":[0.0015238873,0.00011452379,0.02412765,0.00040732304,0.000024908013,0.000004362048,0.00027157727,0.0016634837,0.000110523484,0.89370435,0.07755372,0.0004936873],"about_ca_topic_score_codex":0.01480093,"about_ca_topic_score_gemma":0.000664129,"teacher_disagreement_score":0.902769,"about_ca_system_score_codex":0.0007258436,"about_ca_system_score_gemma":0.0014043434,"threshold_uncertainty_score":0.99983484},"labels":[],"label_agreement":null},{"id":"W4391661384","doi":"10.2139/ssrn.4721281","title":"Risk, Uncertainty and Entrepreneurship","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Entrepreneurship; Economics; Business; Finance","score_opus":0.017198236740385724,"score_gpt":0.20856522104412373,"score_spread":0.191366984303738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391661384","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":[0.6849778,0.2798266,0.0004683314,0.0014782243,0.002595939,0.0002508008,0.00022239359,0.000096103075,0.030083783],"genre_scores_gemma":[0.9543495,0.027682004,0.000028040718,0.00008894679,0.0007995909,0.000019071396,0.000024340032,0.00006462331,0.016943883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965014,0.0000721833,0.00090971525,0.00086921983,0.000042731885,0.0016047803],"domain_scores_gemma":[0.99849045,0.000055049895,0.00081382046,0.00047130595,0.000026901873,0.00014248538],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031867032,0.00038993402,0.00070699793,0.00039697942,0.00023032943,0.0002967539,0.00047298527,0.0003418696,0.00019910469],"category_scores_gemma":[0.000109888766,0.00044421304,0.00036126314,0.00008279894,0.000099953344,0.00013714816,0.00041445074,0.006285955,0.0008634959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005007863,0.000047733898,0.01970039,0.00008748945,0.0008504445,0.000021072867,0.0013787872,0.00032316416,0.0000011247243,0.9674514,0.0010515626,0.009036762],"study_design_scores_gemma":[0.0002799893,0.00010084666,0.00035230874,0.000056145407,0.000051273164,0.000119063065,0.0004768707,0.00055311224,0.00000252557,0.95064676,0.046911053,0.00045002828],"about_ca_topic_score_codex":0.00070117216,"about_ca_topic_score_gemma":0.0006401573,"teacher_disagreement_score":0.2693717,"about_ca_system_score_codex":0.0015057734,"about_ca_system_score_gemma":0.000951712,"threshold_uncertainty_score":0.99991447},"labels":[],"label_agreement":null},{"id":"W4392116037","doi":"10.1017/9789048551934.006","title":"The Aggregate Image and the World Economy","year":2023,"lang":"en","type":"other","venue":"","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Aggregate (composite); Image (mathematics); World economy; Economics; Computer science; Computer vision; Political science; Materials science; Nanotechnology","score_opus":0.01619967950114751,"score_gpt":0.1963496427837428,"score_spread":0.1801499632825953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392116037","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":[0.000012007788,0.023650581,0.000026867534,0.003757991,0.00096780696,0.00039021057,0.00007644839,0.00027573114,0.97084236],"genre_scores_gemma":[0.0009618415,0.002428001,0.000039017465,0.00056096644,0.0004196951,0.00010871128,0.000009188896,0.00048184383,0.9949907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986485,0.000026843101,0.0005437197,0.0004898463,0.0000131888,0.0002778788],"domain_scores_gemma":[0.99842536,0.0002570913,0.0005626934,0.000690912,0.0000063517073,0.00005756861],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008450728,0.00026710905,0.00056985434,0.00022787454,0.0002702812,0.00024714408,0.00045783658,0.000117727155,0.0028602916],"category_scores_gemma":[0.000045504516,0.00018035117,0.00018009215,0.00011507814,0.0005799847,0.00013234603,0.00011451142,0.0002191029,0.0115610575],"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":[0.000009014021,0.0000028592224,0.00007907354,0.00000855237,0.000096521435,0.0000021791873,0.000069794114,6.913021e-8,9.48571e-9,0.47088718,0.5284231,0.00042168333],"study_design_scores_gemma":[0.0005747022,0.0000062432964,0.000024172976,0.000020948188,0.0000075155863,0.0000013244726,0.00007364552,0.00008841945,9.028288e-7,0.0354222,0.9635283,0.0002516475],"about_ca_topic_score_codex":0.0007870977,"about_ca_topic_score_gemma":0.0056741927,"teacher_disagreement_score":0.435465,"about_ca_system_score_codex":0.000055887303,"about_ca_system_score_gemma":0.000017784545,"threshold_uncertainty_score":0.9980512},"labels":[],"label_agreement":null},{"id":"W4392738832","doi":"10.59876/a-c4zv-m17q","title":"COMPTE RENDU: LAVIGNE, MARIE (1999) THE ECONOMICS OF TRANSITION: FROM SOCIALIST ECONOMY TO MARKET ECONOMY (2E ÉDITION)","year":2003,"lang":"en","type":"article","venue":"Management international","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics; Socialist market economy; Socialist economics; Economy; Market economy; Political science; China","score_opus":0.02198191023660711,"score_gpt":0.2034565216617791,"score_spread":0.181474611425172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392738832","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":[0.016852763,0.0003790229,0.005235081,0.0067920014,0.0014607392,0.00042316652,0.000831568,0.000034071232,0.9679916],"genre_scores_gemma":[0.9716413,0.00013987414,0.0014556323,0.004914919,0.0003652592,0.00017236911,0.0004226969,0.000039186132,0.020848777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825627,0.000034507684,0.0009203706,0.00053784496,0.000029817782,0.00022117473],"domain_scores_gemma":[0.99889046,0.00009543823,0.0004524356,0.0004449449,0.000039256567,0.00007747401],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058517343,0.00021868848,0.0003867271,0.00024884165,0.00017843323,0.0001495526,0.0006003561,0.00007282126,0.0103644505],"category_scores_gemma":[0.000018167459,0.0002604149,0.00021897817,0.00008681147,0.00010380657,0.0005340714,0.00007587457,0.00011096495,0.0010750181],"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":[0.000046068333,0.00010446126,0.0022476134,0.000017011826,0.00045480684,0.0000042606453,0.0004565011,0.00037147338,4.847248e-7,0.93048614,0.065091915,0.00071927963],"study_design_scores_gemma":[0.00058954407,0.000027521843,0.001747715,0.0000124102635,0.000015281023,0.0000010076733,0.0004405583,0.00061415497,0.000028700666,0.13950081,0.8567676,0.0002547197],"about_ca_topic_score_codex":0.00018323207,"about_ca_topic_score_gemma":0.0000640705,"teacher_disagreement_score":0.9547885,"about_ca_system_score_codex":0.00031367783,"about_ca_system_score_gemma":0.000023009063,"threshold_uncertainty_score":0.9999848},"labels":[],"label_agreement":null},{"id":"W4393046090","doi":"10.1007/s40300-024-00269-4","title":"Italian debates on variability and concentration in the 1910s and 1930s: structure of a methodological controversy","year":2024,"lang":"en","type":"article","venue":"METRON","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Federation for the Humanities and Social Sciences","keywords":"Political science","score_opus":0.05718316378912852,"score_gpt":0.26323257082304863,"score_spread":0.2060494070339201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393046090","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":[0.98693377,0.005056937,0.0002545585,0.0005792162,0.00020763063,0.0001704733,0.00009728073,0.000010757406,0.006689402],"genre_scores_gemma":[0.9994388,0.0000683864,0.0001861313,0.00015825557,0.000039974424,0.0000050518865,0.000008515849,0.000004699547,0.00009013807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99918175,0.000114980736,0.0003042332,0.00028178867,0.000017319931,0.00009992138],"domain_scores_gemma":[0.9992649,0.000494644,0.00007778017,0.00013706289,0.0000049102623,0.00002072589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011125779,0.00008847281,0.00027199092,0.00006872196,0.000032475982,0.000045677814,0.000072401344,0.00007165466,0.000105178944],"category_scores_gemma":[0.00024539957,0.00006983758,0.00003561054,0.00008737474,0.00009486265,0.00014475077,0.000013082963,0.000117751224,0.0000057645852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011855593,0.000048604496,0.0676921,0.0001090451,0.000056628887,0.00000671682,0.0045544044,0.00002481446,0.00048422604,0.92417234,0.0003068634,0.0024256664],"study_design_scores_gemma":[0.002332474,0.0013371179,0.33954063,0.00012538642,0.000056386893,0.000020261257,0.0026080592,0.009857069,0.0018483924,0.45026544,0.1911944,0.0008143661],"about_ca_topic_score_codex":0.0001188992,"about_ca_topic_score_gemma":0.00002374415,"teacher_disagreement_score":0.47390693,"about_ca_system_score_codex":0.000046478486,"about_ca_system_score_gemma":0.0000094810475,"threshold_uncertainty_score":0.2847894},"labels":[],"label_agreement":null},{"id":"W4393326310","doi":"10.4000/histoiremesure.20194","title":"Oscar Gaspari, Storia dell’USCI. Unione statistica delle città italiane 1905-1987. La rete degli statistici comunali, 2022","year":2023,"lang":"it","type":"article","venue":"Histoire & Mesure","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.026194586117630106,"score_gpt":0.22466699767029977,"score_spread":0.19847241155266965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393326310","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":[0.16936511,0.19522499,0.011180249,0.0067318063,0.0443203,0.0038740796,0.048538104,0.0019717277,0.51879364],"genre_scores_gemma":[0.7758287,0.0031613419,0.0009277715,0.00043931583,0.0007376034,0.00013671195,0.0022381174,0.00031442445,0.21621598],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927647,0.0005195756,0.0027015225,0.002166125,0.0003005205,0.0015475419],"domain_scores_gemma":[0.99474716,0.0008142625,0.0016351626,0.001905774,0.00020280534,0.0006948184],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029822732,0.0011179893,0.0022141428,0.0009958809,0.0017024319,0.00031817338,0.0012162753,0.00079267967,0.0060433834],"category_scores_gemma":[0.00058690854,0.0015549434,0.00054288324,0.0012345939,0.00095765124,0.00074858335,0.00034111875,0.0011565458,0.009732427],"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":[0.00029449209,0.00031095464,0.008648448,0.00044331694,0.0006867396,0.0009107888,0.00585097,0.0005515877,0.00005965992,0.27746886,0.7019649,0.0028092745],"study_design_scores_gemma":[0.0018905932,0.0004020637,0.003987426,0.00018371915,0.00020275931,0.000035225337,0.0010788557,0.0059268326,0.000021550142,0.018902037,0.9656102,0.001758744],"about_ca_topic_score_codex":0.0018703734,"about_ca_topic_score_gemma":0.0004989925,"teacher_disagreement_score":0.6064636,"about_ca_system_score_codex":0.0016544821,"about_ca_system_score_gemma":0.0005332737,"threshold_uncertainty_score":0.9995972},"labels":[],"label_agreement":null},{"id":"W4398825746","doi":"10.7910/dvn/umrdi3","title":"Replication Data for: Trade Flows and Fiscal Multipliers","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Replication (statistics); Economics; Computer science; Mathematics; Statistics","score_opus":0.0706761894937675,"score_gpt":0.24449458863928625,"score_spread":0.17381839914551875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398825746","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002877659,0.00006617977,0.00029371792,0.00016063216,0.00067639485,0.0005804934,0.99762374,0.000045754823,0.0005243377],"genre_scores_gemma":[0.00016676125,0.0006644337,0.00079910987,0.0007642834,0.0004421321,0.00007431962,0.9967127,0.000037703718,0.00033855453],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716854,0.000019990559,0.0007966534,0.0017090807,0.000033431046,0.00027230306],"domain_scores_gemma":[0.9949106,0.00008299817,0.0005600365,0.004256437,0.0000070863107,0.00018282124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006000897,0.000328294,0.0007175359,0.0001606612,0.00017387432,0.00012436739,0.0013599099,0.00030986185,0.0018081303],"category_scores_gemma":[0.00052410254,0.00042816674,0.00010471988,0.00007366626,0.00009493063,0.00076757505,0.0005092913,0.0002836748,0.028229833],"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":[0.00006527402,0.00004140269,0.000033469743,0.00016666939,0.00011368686,0.000007918341,0.000078794714,0.0000016272219,0.0000016616656,0.0010517233,0.99808496,0.0003527865],"study_design_scores_gemma":[0.0006936309,0.00005611665,0.000040569004,0.000019938932,0.00004887141,0.0000049929954,0.000056132652,0.0023207946,0.0000016417855,0.000369358,0.99591607,0.00047190083],"about_ca_topic_score_codex":0.00016015656,"about_ca_topic_score_gemma":0.00010339568,"teacher_disagreement_score":0.026421703,"about_ca_system_score_codex":0.00009536789,"about_ca_system_score_gemma":0.000043242795,"threshold_uncertainty_score":0.999817},"labels":[],"label_agreement":null},{"id":"W4403089948","doi":"10.15353/rea.v15i2.4741","title":"Cultural Integration of First-Generation Immigrants: Evidence from European Union Countries","year":2023,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"FP7 People: Marie-Curie Actions; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Immigration; European union; Political science; Development economics; International trade; Economics; Law","score_opus":0.07513592725485672,"score_gpt":0.2685226167186164,"score_spread":0.19338668946375964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403089948","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":[0.783472,0.20279075,0.002637118,0.0015158638,0.00046931894,0.00035111117,0.00078676996,0.00006068689,0.007916399],"genre_scores_gemma":[0.86986095,0.12849721,0.00009977339,0.00008848572,0.00010676765,0.0000122926685,0.00055574975,0.000013556368,0.0007652164],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976965,0.0001201079,0.001590371,0.00042790614,0.000029426446,0.00013567395],"domain_scores_gemma":[0.99795103,0.00010194853,0.0013314417,0.00051282137,0.000058688795,0.00004404537],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020377527,0.00017044,0.0010608038,0.00039517542,0.00007655805,0.000026538486,0.00030630978,0.000049777896,0.0013162652],"category_scores_gemma":[0.00015970544,0.00018096293,0.00052468636,0.00045864435,0.00008438939,0.0006869422,0.0000435826,0.00006185613,0.0012835747],"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":[0.00008938547,0.00026280948,0.76398486,0.007534022,0.011246299,0.000015390488,0.013690417,0.011552657,0.0011619965,0.08671464,0.08356206,0.020185445],"study_design_scores_gemma":[0.0021409877,0.0005089142,0.20645528,0.017063051,0.004944412,0.0000037296986,0.0030064795,0.21412791,0.005209685,0.0055289697,0.5373123,0.0036982677],"about_ca_topic_score_codex":0.002905445,"about_ca_topic_score_gemma":0.0010070133,"teacher_disagreement_score":0.5575296,"about_ca_system_score_codex":0.00014818067,"about_ca_system_score_gemma":0.00002029572,"threshold_uncertainty_score":0.99959666},"labels":[],"label_agreement":null},{"id":"W4403220829","doi":"10.2139/ssrn.4980765","title":"A Process Model-Guided Transfer Learning Framework for Mapping Global Gross Primary Production","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Production (economics); Primary (astronomy); Process (computing); Computer science; Economics; Macroeconomics; Physics","score_opus":0.03985697330222569,"score_gpt":0.2601297934024672,"score_spread":0.22027282010024152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403220829","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":[0.49027964,0.064086184,0.4263207,0.002902968,0.004108576,0.0011815341,0.00018418847,0.00024333157,0.010692872],"genre_scores_gemma":[0.9862404,0.002858571,0.0010070144,0.0001324783,0.0017243369,0.0002054461,0.000080573576,0.0001119921,0.0076392028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99546564,0.000036685746,0.0013416406,0.0011481711,0.00007817365,0.0019296668],"domain_scores_gemma":[0.9988474,0.000024757812,0.0005445636,0.0003717899,0.000101890546,0.00010956449],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031610038,0.00049163966,0.00093047606,0.00031381345,0.00042450617,0.00027457564,0.00059159414,0.0005757233,0.000029629062],"category_scores_gemma":[0.0001529069,0.0006005905,0.00062850205,0.00020769614,0.00007095412,0.00034179207,0.00012807289,0.005443615,0.0001216708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013378485,0.00009139174,0.0010973335,0.0008354295,0.00082799006,0.000004297549,0.003091916,0.03902777,0.0000072792304,0.95148355,0.00032386274,0.003075373],"study_design_scores_gemma":[0.00032524878,0.000116670926,0.000027623466,0.0002980622,0.000053412175,0.0001220502,0.00078839913,0.009561579,0.000011542993,0.9821985,0.005856011,0.0006409044],"about_ca_topic_score_codex":0.000035076802,"about_ca_topic_score_gemma":0.00004893358,"teacher_disagreement_score":0.49596074,"about_ca_system_score_codex":0.004331343,"about_ca_system_score_gemma":0.0025713095,"threshold_uncertainty_score":0.9996445},"labels":[],"label_agreement":null},{"id":"W4406100678","doi":"10.2139/ssrn.5050805","title":"Evaluating Nature of Expense Classifications: Evidence from Labor Costs","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Economics; Business; Labour economics","score_opus":0.06984153213081078,"score_gpt":0.3186156668720784,"score_spread":0.24877413474126758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406100678","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":[0.6078109,0.37543213,0.0025062556,0.0018257996,0.002395229,0.00044481037,0.0006304285,0.000041593772,0.008912834],"genre_scores_gemma":[0.9698506,0.019795123,0.00071366975,0.00017466035,0.00045731704,0.000049888,0.000070189744,0.000029937466,0.008858591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99649006,0.00013123525,0.001514112,0.00075806474,0.00008610373,0.0010203958],"domain_scores_gemma":[0.9965264,0.00030119636,0.0020811628,0.00083528005,0.0001807646,0.00007514965],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0036577128,0.00032974538,0.00087426364,0.0004215868,0.00020096352,0.00009926404,0.0010482924,0.00062284485,0.0002700781],"category_scores_gemma":[0.0008985373,0.00040203414,0.00036835187,0.00017399345,0.00008349981,0.0003726747,0.00023282283,0.0050169094,0.00012789608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025829513,0.00020469431,0.023214158,0.00013958245,0.0014393751,0.0000053789267,0.0027741063,0.0005798295,0.00017473762,0.9568792,0.0013588477,0.012971785],"study_design_scores_gemma":[0.0007941763,0.00022530672,0.0029105293,0.0011815166,0.000098969824,0.000014036132,0.002150625,0.0023467646,0.0002187825,0.9775005,0.011812238,0.000746567],"about_ca_topic_score_codex":0.0007655653,"about_ca_topic_score_gemma":0.0004920947,"teacher_disagreement_score":0.3620397,"about_ca_system_score_codex":0.0028547319,"about_ca_system_score_gemma":0.0033882658,"threshold_uncertainty_score":0.9998432},"labels":[],"label_agreement":null},{"id":"W4406659515","doi":"10.1016/b978-0-408-10830-0.50007-4","title":"10.1016/b978-0-408-10830-0.50007-4","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Economics; Macroeconomics","score_opus":0.017354514286652165,"score_gpt":0.15272958160412448,"score_spread":0.13537506731747231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406659515","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":[0.0000051670213,0.0048329798,0.0000017949159,0.00019709599,0.000035398243,0.00043800377,0.000807603,0.00017188767,0.99351007],"genre_scores_gemma":[0.000031298623,0.0000066827483,0.000045181932,0.00014649754,0.00062607037,0.000038397582,0.00023799045,0.00019330079,0.9986746],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971784,0.0000101912065,0.0011848438,0.0011006969,0.00005704909,0.000468852],"domain_scores_gemma":[0.9980343,0.000052278636,0.00053632754,0.0010607239,0.000033392,0.00028298798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036838732,0.0006249308,0.0012413042,0.00059474894,0.00016598516,0.000107580025,0.0006939547,0.0005417235,0.9977844],"category_scores_gemma":[0.000022960963,0.0008574861,0.00045155833,0.000054228898,0.000113328846,0.0002934616,0.000111699905,0.0004360462,0.99884194],"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":[0.00017946132,0.00007517001,3.8685678e-7,0.00005423747,0.00037057901,0.00006231514,0.00016321178,0.000030763757,4.8526067e-7,0.029738322,0.75033766,0.21898739],"study_design_scores_gemma":[0.0002875145,0.0001835199,0.0000016717458,0.00006552034,0.00002343266,0.000008023343,8.2839034e-7,0.000030219058,0.0000017328473,0.0076995627,0.9907068,0.000991189],"about_ca_topic_score_codex":0.000054523414,"about_ca_topic_score_gemma":0.0000011612289,"teacher_disagreement_score":0.24036911,"about_ca_system_score_codex":0.00032329388,"about_ca_system_score_gemma":0.00006409682,"threshold_uncertainty_score":0.99938756},"labels":[],"label_agreement":null},{"id":"W4406669128","doi":"10.1016/b978-0-12-083182-1.50015-5","title":"10.1016/b978-0-12-083182-1.50015-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Potts model; Statistical physics; Physics; Ising model","score_opus":0.0197383047720498,"score_gpt":0.15317449186667387,"score_spread":0.13343618709462407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406669128","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":[0.0000037751884,0.0041510835,0.0000016937793,0.0001844793,0.000034941233,0.0004310313,0.0008579626,0.00016977344,0.99416524],"genre_scores_gemma":[0.000027364984,0.000006610463,0.000043479864,0.00014974039,0.0006130038,0.000037678205,0.00027260205,0.00018914259,0.9986604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972224,0.000009794684,0.0011641309,0.0010760624,0.000056326746,0.00047123487],"domain_scores_gemma":[0.99807775,0.00004628927,0.0005306258,0.0010355368,0.000029613133,0.00028017221],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034924893,0.00062432204,0.0012331958,0.00058749586,0.00016417188,0.00010526157,0.0006824683,0.0005355558,0.997495],"category_scores_gemma":[0.000021833292,0.000852987,0.0004371471,0.00004379865,0.00010949498,0.00028396986,0.000114362025,0.00042607964,0.9987191],"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":[0.00019422943,0.00007201558,3.8573725e-7,0.000050017778,0.00036788685,0.000060844282,0.00015019761,0.000031336127,4.7059712e-7,0.023481235,0.77795225,0.19763914],"study_design_scores_gemma":[0.00031063514,0.0001867142,0.0000015723032,0.000062493324,0.000023120052,0.00000855975,7.9759116e-7,0.000028358789,0.0000015555507,0.006437574,0.99195224,0.0009863684],"about_ca_topic_score_codex":0.000053464304,"about_ca_topic_score_gemma":0.0000017073578,"teacher_disagreement_score":0.214,"about_ca_system_score_codex":0.00031410126,"about_ca_system_score_gemma":0.00006269682,"threshold_uncertainty_score":0.9993921},"labels":[],"label_agreement":null},{"id":"W4407758841","doi":"10.7202/1115815ar","title":"Book Review of : Langlois, R. N. (2023). The Corporation and the Twentieth Century: The History of American Business Enterprise. Princeton University Press. Pg. 816","year":2024,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corporation; Management; Engineering; Business; Economics; Finance","score_opus":0.02000397827989482,"score_gpt":0.18523734066862846,"score_spread":0.16523336238873365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407758841","genre_codex":"review","genre_gemma":"empirical","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":[0.002730566,0.92410415,0.00026915022,0.008957496,0.00068969,0.0004604374,0.00011151015,0.0000189722,0.062658034],"genre_scores_gemma":[0.47282177,0.3365167,0.000028008955,0.001084762,0.00013238988,0.00002089901,0.00007184912,0.000024068215,0.18929955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992876,0.000076628705,0.000365181,0.00016677918,0.000031736377,0.000072053714],"domain_scores_gemma":[0.9990033,0.00018767633,0.00045017924,0.00030363855,0.00003899114,0.000016251495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005317546,0.00008364531,0.00023868626,0.00006152096,0.000103954924,0.000013862262,0.0002043418,0.000050868475,0.00021637484],"category_scores_gemma":[0.00007831274,0.000056260058,0.000075727956,0.0002339585,0.00057759427,0.0002090216,0.00005366799,0.00018678857,0.000017785209],"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":[0.00003634691,0.000029541456,0.0015064516,0.00015039941,0.00014472964,0.0000013155257,0.0023679098,0.00003787747,9.621278e-7,0.26224798,0.7303675,0.0031089908],"study_design_scores_gemma":[0.00013903827,0.000011503609,0.0010144114,0.00025040662,0.000039198283,0.0000010987548,0.00036554804,0.00029823693,0.000002083323,0.00015718093,0.99766034,0.0000609782],"about_ca_topic_score_codex":0.0006406486,"about_ca_topic_score_gemma":0.000008102471,"teacher_disagreement_score":0.5875875,"about_ca_system_score_codex":0.0001558568,"about_ca_system_score_gemma":0.00012624142,"threshold_uncertainty_score":0.23691528},"labels":[],"label_agreement":null},{"id":"W4408337245","doi":"10.1080/09538259.2025.2462949","title":"Economic Policy Efficiency and Recovery in an Open Economy","year":2025,"lang":"en","type":"article","venue":"Review of Political Economy","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Economics; Economic recovery; Open economy; Macroeconomics; Economy; Exchange rate","score_opus":0.027628531287400466,"score_gpt":0.2957574712346384,"score_spread":0.26812893994723797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408337245","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":[0.022639427,0.046188682,0.00011956429,0.0061893445,0.00019687285,0.0008286707,0.00011454907,0.000020270278,0.9237026],"genre_scores_gemma":[0.9808187,0.0041348655,0.00024397764,0.012346483,0.0001503607,0.00016756171,0.00003949338,0.000031989846,0.002066588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969394,0.000063602354,0.0017212795,0.00075940165,0.000007813594,0.00050850434],"domain_scores_gemma":[0.9985354,0.00013473973,0.00040011673,0.0006891073,0.00002226611,0.00021835654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011743819,0.00026058767,0.0013362854,0.00054378976,0.000070093316,0.00011301418,0.0007722963,0.00012428094,0.0006812125],"category_scores_gemma":[0.00013140985,0.00032577748,0.00014483335,0.00016012025,0.00022089083,0.0012384044,0.00027645924,0.00016235797,0.00033788866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115489465,0.00009897589,0.007244725,0.001454694,0.000030729283,0.000001551412,0.00003616089,0.000003282883,3.3855264e-7,0.9891585,0.0006869089,0.0012725848],"study_design_scores_gemma":[0.00081441115,0.00017076281,0.0026816258,0.0011925474,0.000013078763,0.0000048270617,0.00007653395,0.00040354242,0.00002328343,0.53406674,0.4601154,0.00043723246],"about_ca_topic_score_codex":0.0011869118,"about_ca_topic_score_gemma":0.000105183986,"teacher_disagreement_score":0.95817924,"about_ca_system_score_codex":0.0006057086,"about_ca_system_score_gemma":0.00039933858,"threshold_uncertainty_score":0.9999194},"labels":[],"label_agreement":null},{"id":"W4408384349","doi":"10.1111/ecin.13285","title":"Introduction to the symposium on reproducibility and replicability in economics: Part I","year":2025,"lang":"en","type":"article","venue":"Economic Inquiry","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Economics; Reproducibility; Statistics; Mathematics","score_opus":0.03125578537913157,"score_gpt":0.24117229479902658,"score_spread":0.209916509419895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408384349","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":[0.897466,0.00060792966,0.000042016418,0.053782627,0.0069396533,0.0006804404,0.00006097046,0.000050281138,0.040370088],"genre_scores_gemma":[0.986184,0.0001763616,0.00004796437,0.0028187372,0.0025858544,0.00018702366,0.000017605975,0.000021875348,0.007960565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99589837,0.00006549411,0.001160889,0.00254572,0.000010079755,0.0003194364],"domain_scores_gemma":[0.99646825,0.0001109265,0.00025532095,0.0030773564,0.000011107362,0.000077045384],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004678323,0.00023457258,0.00055701163,0.00031167577,0.00018457713,0.00009202932,0.00036287733,0.00012575416,0.000292725],"category_scores_gemma":[0.0003410664,0.00025487336,0.00010588995,0.00011549763,0.00019962422,0.00034417666,0.00015294853,0.00024089379,0.0014186488],"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":[0.0005217892,0.00029907413,0.107383005,0.000071683855,0.00014516455,0.0000023244143,0.006311233,0.0061854785,0.000020058662,0.65105397,0.2190102,0.008996001],"study_design_scores_gemma":[0.000397215,0.00008470682,0.022613205,0.000012820024,0.0000039603174,0.0000019591735,0.00033615404,0.0005454788,0.00017551403,0.022726383,0.95281607,0.00028654083],"about_ca_topic_score_codex":0.00024484037,"about_ca_topic_score_gemma":0.00028597552,"teacher_disagreement_score":0.7338059,"about_ca_system_score_codex":0.00081747567,"about_ca_system_score_gemma":0.00006231553,"threshold_uncertainty_score":0.99999034},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"reproducibility","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"reproducibility","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4411687198","doi":"10.61091/um123-08","title":"Inverse Italian domination in graphs","year":2025,"lang":"en","type":"article","venue":"Utilitas Mathematica","topic":"Italy: Economic History and Contemporary Issues","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Inverse; Combinatorics; Geometry","score_opus":0.024986247399886093,"score_gpt":0.22801391357235598,"score_spread":0.2030276661724699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411687198","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":[0.34456658,0.0012798356,0.00044860135,0.0008108231,0.000335155,0.00028165034,0.000032061133,0.000050897703,0.6521944],"genre_scores_gemma":[0.98458385,0.000017144679,0.0006720488,0.00025927834,0.000010495389,0.000051474573,0.000010510012,0.000010541641,0.014384648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99878174,0.000017098346,0.0006666018,0.00032323468,0.000018051476,0.00019327078],"domain_scores_gemma":[0.99936825,0.00005743146,0.00014496948,0.0003794659,0.0000121681,0.0000377344],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006208997,0.00012942804,0.00036525677,0.00047714595,0.000061312436,0.00003094648,0.0002077556,0.00008563189,0.00093582046],"category_scores_gemma":[0.00016838098,0.0001584863,0.000104508756,0.00027812412,0.00007555572,0.00028349616,0.00003823251,0.00009618655,0.0014116499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010518866,0.00011631623,0.0055212607,0.000100794765,0.000025212577,0.000003904573,0.0019015775,0.0000019879542,0.000005374509,0.9862362,0.005533846,0.0005430208],"study_design_scores_gemma":[0.00059940584,0.000022414439,0.0039275903,0.00007905924,0.0000052335317,9.981334e-7,0.0008820452,0.00273834,0.00004621797,0.9090796,0.08240532,0.00021378006],"about_ca_topic_score_codex":0.000062477746,"about_ca_topic_score_gemma":0.000060459122,"teacher_disagreement_score":0.6400173,"about_ca_system_score_codex":0.00012895561,"about_ca_system_score_gemma":0.000020507005,"threshold_uncertainty_score":0.99997747},"labels":[],"label_agreement":null},{"id":"W4411745401","doi":"10.1007/s10203-025-00530-z","title":"A bird’s eye view on decision theory and mathematical finance: a tribute to the legacy of Erio Castagnoli","year":2025,"lang":"en","type":"article","venue":"Decisions in Economics and Finance","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tribute; Decision theory; Mathematical economics; Management; Art history; Art; Sociology; Economics; Microeconomics","score_opus":0.01994235516244495,"score_gpt":0.25246241199860897,"score_spread":0.23252005683616403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411745401","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":[0.97687566,0.00994778,0.004663347,0.0020125152,0.00043781588,0.0004787167,0.00013903498,0.000017148208,0.0054280004],"genre_scores_gemma":[0.96763027,0.02786496,0.0014111323,0.00080660894,0.000029220242,0.00008789557,0.0000017117964,0.000030247787,0.0021379848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787956,0.00003357462,0.0011340408,0.00065120956,0.00002188909,0.00027973065],"domain_scores_gemma":[0.9980776,0.0008414268,0.0002937949,0.00072002463,0.000022869155,0.000044322733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015788589,0.00023689619,0.00077651814,0.00042179372,0.00018725537,0.000094813746,0.00039489547,0.00013367139,0.000019536574],"category_scores_gemma":[0.00049153215,0.0002219086,0.00010783739,0.00028553687,0.00017112968,0.000273837,0.00020088731,0.00020006766,0.00020182595],"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":[0.00028248873,0.000092976275,0.0017437133,0.000007831984,0.000019216106,0.000003953858,0.00059372577,0.00056152645,6.471205e-7,0.8869512,0.0007629243,0.10897976],"study_design_scores_gemma":[0.0008342371,0.00014010687,0.011870888,0.00019934506,0.0000052742216,0.000003908683,0.00016665016,0.002471479,0.000014180078,0.3346271,0.6494298,0.00023702557],"about_ca_topic_score_codex":0.000047247606,"about_ca_topic_score_gemma":0.00019007473,"teacher_disagreement_score":0.64866686,"about_ca_system_score_codex":0.00009296522,"about_ca_system_score_gemma":0.000057075365,"threshold_uncertainty_score":0.904917},"labels":[],"label_agreement":null},{"id":"W4416510269","doi":"10.1080/01621459.2025.2587316","title":"Bias Control for M-Quantile-Based Small Area Estimators","year":2025,"lang":"en","type":"article","venue":"Journal of the American Statistical Association","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Estimator; Outlier; Linearization; Small area estimation; Sample (material); Estimation; Sample size determination; Extremum estimator","score_opus":0.03409381177812841,"score_gpt":0.2468777618032915,"score_spread":0.2127839500251631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416510269","genre_codex":"methods","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":[0.26369175,0.00038444408,0.7215049,0.007896362,0.0014957775,0.00031867277,0.00078334543,0.000016769352,0.0039079683],"genre_scores_gemma":[0.9925572,0.000005677991,0.0041760704,0.0016451029,0.00007897723,0.000009964543,0.0000047384715,0.00001016898,0.0015120477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987633,0.00006302993,0.0008122462,0.00014072761,0.0000433815,0.0001772968],"domain_scores_gemma":[0.99621767,0.0012132745,0.002265111,0.00014220025,0.00011315453,0.00004862138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011232576,0.00010269057,0.0005548502,0.0001434139,0.000121011515,0.000052234747,0.00023618921,0.00004157492,0.000039075796],"category_scores_gemma":[0.0026291516,0.00009002089,0.00023036129,0.00017023484,0.000075547,0.00008667085,0.000011563786,0.00014874963,0.000020928086],"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":[0.00052654475,0.0002498482,0.6176794,0.00004491325,0.0005711529,0.000004088963,0.0001712113,0.001157073,0.000033833683,0.3237489,0.05141701,0.0043960433],"study_design_scores_gemma":[0.006628806,0.001015746,0.403116,0.00014914965,0.000325973,0.0000041790618,0.00032187035,0.07271645,0.00020989974,0.21023259,0.304613,0.00066634937],"about_ca_topic_score_codex":0.000057112953,"about_ca_topic_score_gemma":0.000012309288,"teacher_disagreement_score":0.7288655,"about_ca_system_score_codex":0.0005416495,"about_ca_system_score_gemma":0.000115149174,"threshold_uncertainty_score":0.36709455},"labels":[],"label_agreement":null},{"id":"W4417200172","doi":"10.1080/01621459.2025.2596297","title":"The Impact of Job Stability on Monetary Poverty in Italy: Causal Small Area Estimation","year":2025,"lang":"en","type":"article","venue":"Journal of the American Statistical Association","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Centro de Investigación en Computación; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Bristol; University of California Berkeley","keywords":"Estimation; Poverty; Stability (learning theory); Job loss; Small area estimation","score_opus":0.021101315884674367,"score_gpt":0.2519832799679205,"score_spread":0.23088196408324616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417200172","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":[0.9904872,0.0001672803,0.0032027187,0.0014850318,0.00027681582,0.00011162432,0.00020536836,0.0000031059913,0.004060851],"genre_scores_gemma":[0.99918413,0.000033604316,0.0003127842,0.00014450663,0.000024411176,0.0000023403202,0.0000029408106,0.0000052000805,0.00029009322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986427,0.0001298113,0.00089610106,0.00012109,0.00006049107,0.00014982164],"domain_scores_gemma":[0.99678147,0.0011092115,0.0018221498,0.00018681321,0.000067818815,0.00003253796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013840635,0.00009486353,0.00044427798,0.00010936271,0.0000865094,0.000030382856,0.00022135093,0.000036746456,0.00003414982],"category_scores_gemma":[0.0022887068,0.00006506054,0.00018074975,0.00023977151,0.00009284458,0.00012268922,0.000025643241,0.00023962861,0.000009714235],"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":[0.0004100656,0.0002014155,0.9627658,0.000010549498,0.00026264653,0.0000021335468,0.00049752125,0.0027133117,0.000027277998,0.022392021,0.0056385607,0.005078684],"study_design_scores_gemma":[0.00033811203,0.00024135153,0.9390787,0.000021126956,0.0000133637695,6.0198624e-7,0.00011286617,0.0090784915,0.000022982935,0.05063515,0.0003865538,0.0000706984],"about_ca_topic_score_codex":0.0011528467,"about_ca_topic_score_gemma":0.00014846308,"teacher_disagreement_score":0.02824313,"about_ca_system_score_codex":0.0013188843,"about_ca_system_score_gemma":0.000105549145,"threshold_uncertainty_score":0.34488365},"labels":[],"label_agreement":null},{"id":"W626713927","doi":"","title":"HOUSEHOLDS' DEFAULT PROBABILITY: AN ANALYSIS BASED ON THE RESULTS OF THE HFCS*","year":2012,"lang":"en","type":"article","venue":"Economic Bulletin and Financial Stability Report Articles","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":10,"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":"Probability of default; Consumption (sociology); Quarter (Canadian coin); Economics; Debt; Household debt; Default; Credit risk; Portuguese; Financial stability; Distribution (mathematics); Econometrics; Survey data collection; Business; Actuarial science; Financial system; Finance; Statistics; Geography","score_opus":0.04484963359298023,"score_gpt":0.20256820054046512,"score_spread":0.1577185669474849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W626713927","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":[0.9853208,0.00030552127,0.0000879951,0.00381791,0.00035061606,0.00041069745,0.00021619553,0.000032667307,0.009457604],"genre_scores_gemma":[0.9990084,0.000005870724,0.00011730151,0.00041500945,0.00013112472,0.000047031393,0.000011721245,0.000016233285,0.00024729842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997518,0.00012112338,0.0013504887,0.0006076889,0.000046847035,0.00035587564],"domain_scores_gemma":[0.997493,0.00023407173,0.0007776495,0.0013365411,0.00002708273,0.00013161256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004129612,0.00021138633,0.0005659436,0.00007754726,0.00031330463,0.000056847395,0.00032992082,0.000116112824,0.0006971686],"category_scores_gemma":[0.00075248035,0.0001646155,0.00032031664,0.00018014987,0.00045234786,0.00019889895,0.00008858475,0.00017834203,0.00009887491],"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":[0.00022421457,0.0004753462,0.9446315,0.000022545471,0.000079661215,0.0000018275169,0.0023842123,0.00049925706,0.000023663802,0.050112687,0.0010497404,0.0004953023],"study_design_scores_gemma":[0.0006935056,0.00014136561,0.77464116,0.0000106845955,0.00007880621,0.0000065225877,0.00037308285,0.0030899057,0.0012739918,0.010741228,0.20850798,0.00044177557],"about_ca_topic_score_codex":0.0013427176,"about_ca_topic_score_gemma":0.00044922926,"teacher_disagreement_score":0.20745824,"about_ca_system_score_codex":0.00017532488,"about_ca_system_score_gemma":0.00006602128,"threshold_uncertainty_score":0.7633507},"labels":[],"label_agreement":null},{"id":"W6921989869","doi":"10.1021/jf903854n.s001","title":"Multiresidue Pesticide Analysis in Fresh Produce by Capillary Gas Chromatography−Mass Spectrometry/Selective Ion Monitoring (GC-MS/SIM) and −Tandem Mass Spectrometry (GC-MS/MS)","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","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":"Quechers; Selected ion monitoring; Pesticide residue; Mass spectrometry; Pesticide; Detection limit; Calibration curve","score_opus":0.0211883628161471,"score_gpt":0.21400824343615155,"score_spread":0.19281988062000444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921989869","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":[0.9058157,0.03309637,0.00017066552,0.00034104436,0.00042354077,0.00086224166,0.03809604,0.00023334943,0.020961016],"genre_scores_gemma":[0.9949326,0.00042965458,0.000503051,0.000044702232,0.0004579288,0.00017141798,0.0023884692,0.000080020356,0.0009921822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649864,0.0000775851,0.0010393045,0.0014629861,0.0001195361,0.0008019691],"domain_scores_gemma":[0.9979603,0.00028766214,0.0006938404,0.00072973996,0.00007420807,0.00025419347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040580943,0.00053041574,0.0011492711,0.0018118147,0.00023961435,0.00016153572,0.0004976406,0.00030578527,0.018276425],"category_scores_gemma":[0.00073379296,0.000566236,0.00033632715,0.0018306344,0.00005693611,0.0008668569,0.000105109415,0.0003733442,0.0009068774],"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":[0.00006968763,0.00017610552,0.95565724,0.00016783264,0.00093629025,0.0000991801,0.00066895154,0.000030308915,0.0054722438,0.00038101507,0.03601306,0.00032806533],"study_design_scores_gemma":[0.0031684113,0.00052519277,0.8866453,0.0011654025,0.0001745858,0.000022258748,0.00036550467,0.00068722095,0.055964764,0.0047561484,0.043808073,0.002717124],"about_ca_topic_score_codex":0.00042442462,"about_ca_topic_score_gemma":0.00021575423,"teacher_disagreement_score":0.08911684,"about_ca_system_score_codex":0.0006650964,"about_ca_system_score_gemma":0.00006228168,"threshold_uncertainty_score":0.999871},"labels":[],"label_agreement":null},{"id":"W6923761504","doi":"10.14288/1.0366753","title":"Plate","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"Italy: Economic History and Contemporary Issues","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":"Deformation (meteorology); Field (mathematics); Point (geometry); Window (computing)","score_opus":0.04077171445403924,"score_gpt":0.22596520393243202,"score_spread":0.1851934894783928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923761504","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":[0.0000010478874,0.0011253436,0.00019393009,0.0000750291,0.002017171,0.00047937414,0.0005426077,0.00011116422,0.9954543],"genre_scores_gemma":[0.000048767106,0.000113393886,0.0005103915,0.00014585571,0.00045231197,0.00013891749,0.00005553221,0.00027833178,0.9982565],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988603,0.000012025895,0.0003847444,0.0005345596,0.000012868047,0.00019552426],"domain_scores_gemma":[0.99897945,0.000011873175,0.00039908933,0.0005273324,0.000010541371,0.00007170966],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018650641,0.00020021116,0.0005130329,0.0002465485,0.00076441886,0.0006720592,0.00058709015,0.00024205298,0.18080764],"category_scores_gemma":[0.000021327525,0.00026496805,0.0001092555,0.0003251205,0.00008052696,0.00015343855,0.00013775719,0.000113126756,0.02019149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060730663,0.000040927545,0.00003335751,0.0000075375747,0.000116860996,0.0000027682722,0.0000586525,2.4192337e-7,4.9389765e-8,0.009075389,0.9906239,0.00003425675],"study_design_scores_gemma":[0.00029527588,0.000051083283,0.000004014772,0.000030725696,0.000006624987,0.0000035816888,0.000027233493,0.000022703898,0.0000015813937,0.008418566,0.9908156,0.00032303287],"about_ca_topic_score_codex":0.018392494,"about_ca_topic_score_gemma":0.0047264,"teacher_disagreement_score":0.16061614,"about_ca_system_score_codex":0.00013229107,"about_ca_system_score_gemma":0.000062736566,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W6986989883","doi":"","title":"Review of <i>Canada's Wheat King: The Life and Times of Seager Wheeler</i>. By Jim Shilliday","year":2008,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Italy: Economic History and Contemporary Issues","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":"Scholarship; Metis; Biography; Sketch; Field (mathematics)","score_opus":0.016915979179665523,"score_gpt":0.15670944063205944,"score_spread":0.1397934614523939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986989883","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":[0.5742731,0.27537322,0.00018186179,0.008314735,0.00029515687,0.0005301406,0.0006642698,0.000021887248,0.14034559],"genre_scores_gemma":[0.97734976,0.0124933785,0.0001315791,0.00070156745,0.000022694325,4.1389825e-7,0.000012154478,0.000009659811,0.009278771],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991934,0.000029325447,0.00036330728,0.00023701804,0.000044933324,0.0001320387],"domain_scores_gemma":[0.9989538,0.000080466045,0.0005321193,0.00030526498,0.00004767989,0.000080638136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031683967,0.00010943216,0.0005581516,0.000075378055,0.00015392879,0.000002904708,0.00031583043,0.000062376945,0.00081368414],"category_scores_gemma":[0.00004910876,0.00012658413,0.000115105,0.00014643015,0.0002642436,0.0002040626,0.000077888304,0.000092823604,0.000013101534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013965584,0.0002973871,0.0657011,0.0035701965,0.0005488028,0.000028713881,0.0058627287,0.00002696932,0.00016520385,0.045667414,0.8760609,0.0019309326],"study_design_scores_gemma":[0.0006266395,0.0001003703,0.0118263895,0.00040416128,0.000027359152,0.000005041157,0.0008028035,0.00016844997,0.00010674387,0.00055855676,0.9851216,0.00025188635],"about_ca_topic_score_codex":0.019030908,"about_ca_topic_score_gemma":0.0024385126,"teacher_disagreement_score":0.40307665,"about_ca_system_score_codex":0.000042005362,"about_ca_system_score_gemma":0.00016641329,"threshold_uncertainty_score":0.98750144},"labels":[],"label_agreement":null},{"id":"W6990800173","doi":"","title":"Essays on the Economics of Gender","year":2024,"lang":"fr","type":"article","venue":"theses.fr (ABES)","topic":"Italy: Economic History and Contemporary Issues","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":"Gender relations; French; Social change; Work (physics)","score_opus":0.0753856224604107,"score_gpt":0.2251968967170793,"score_spread":0.1498112742566686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990800173","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":[0.23564117,0.06991056,0.00014137701,0.00526682,0.0060611563,0.00032384763,0.00077820785,0.00006265139,0.6818142],"genre_scores_gemma":[0.9663481,0.004673279,0.000062679654,0.0007649031,0.00076024653,0.000060596816,0.00002136843,0.000100811805,0.027207995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972725,0.00009620674,0.0012153444,0.0008184109,0.00004437823,0.0005531944],"domain_scores_gemma":[0.9977217,0.00063225586,0.00042466796,0.0010770346,0.000029770672,0.000114591094],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015598612,0.0004243306,0.0008221136,0.00032651305,0.00019174928,0.00020162581,0.00075470953,0.0003127317,0.009260076],"category_scores_gemma":[0.00010716132,0.00043303924,0.0005185918,0.00024066307,0.0004810329,0.00056815485,0.00013038855,0.0005119182,0.008253943],"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":[0.000029928206,0.00015338024,0.00095535547,0.00024774432,0.00043902145,0.00001959908,0.00893221,0.000347508,0.0000058236615,0.97478294,0.008611071,0.0054754093],"study_design_scores_gemma":[0.00023044135,0.00014437932,0.00023298601,0.00020541805,0.0000452667,0.000011387624,0.0023387074,0.0044628703,0.00032390282,0.10931703,0.8822072,0.0004803927],"about_ca_topic_score_codex":0.00075502024,"about_ca_topic_score_gemma":0.000063820255,"teacher_disagreement_score":0.87359613,"about_ca_system_score_codex":0.00038537127,"about_ca_system_score_gemma":0.00011538342,"threshold_uncertainty_score":0.9998121},"labels":[],"label_agreement":null},{"id":"W7006377167","doi":"","title":"Three essays on economic inequality","year":2022,"lang":"en","type":"dissertation","venue":"Library Open Repository (Universidad Complutense Madrid)","topic":"Italy: Economic History and Contemporary Issues","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":"Inequality; Wealth distribution; Index (typography); Economic inequality; Distribution (mathematics); Income inequality metrics","score_opus":0.03230801857677334,"score_gpt":0.22816947358608877,"score_spread":0.19586145500931543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006377167","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":[0.19273335,0.0020098279,0.000016811202,0.0004237453,0.005780216,0.0009414541,0.00091917784,0.00024343068,0.796932],"genre_scores_gemma":[0.575958,0.000107352964,0.0003598819,0.00086777884,0.0006310088,0.00018621566,0.0052108816,0.00031773144,0.41636115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958521,0.00013702524,0.0013669131,0.0019784349,0.00009986568,0.00056562875],"domain_scores_gemma":[0.9959461,0.00012938805,0.0017646623,0.0018629362,0.000018860654,0.0002780598],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040163577,0.00076767016,0.0016253662,0.0007844753,0.0012662893,0.00077635545,0.0031526654,0.00043427327,0.01530043],"category_scores_gemma":[0.0000082415945,0.0011058832,0.00070895784,0.00026214911,0.00010478665,0.0030277574,0.00071272184,0.00095475506,0.002801795],"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":[0.0015118474,0.00034636958,0.0074350946,0.00015947537,0.00081368035,0.000665573,0.002421424,0.0002083479,0.000013328602,0.82201016,0.1638698,0.000544893],"study_design_scores_gemma":[0.0019442932,0.0006154629,0.012853921,0.00013300583,0.000085970045,0.00004140884,0.003643053,0.00078776304,0.00013058222,0.050277073,0.9271461,0.0023413876],"about_ca_topic_score_codex":0.0015516247,"about_ca_topic_score_gemma":0.0001466994,"teacher_disagreement_score":0.7717331,"about_ca_system_score_codex":0.00064543757,"about_ca_system_score_gemma":0.00036356118,"threshold_uncertainty_score":0.99913913},"labels":[],"label_agreement":null},{"id":"W7020812031","doi":"","title":"Mario Gabelli's Gabelli Utilities Fund 4th Quarter Commentary","year":2019,"lang":"en","type":"other","venue":"","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Government (linguistics); Work (physics)","score_opus":0.04271564857037449,"score_gpt":0.20715300912191267,"score_spread":0.16443736055153818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020812031","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":[0.00015497004,0.022305727,0.00017164374,0.0010428608,0.002685579,0.0005256919,0.00077646534,0.00022536077,0.9721117],"genre_scores_gemma":[0.0054065753,0.0007591119,0.00020290293,0.0037106858,0.0006388923,0.000040128045,0.0003357693,0.00045508114,0.9884508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976002,0.000029187826,0.00088749366,0.0009427068,0.00004157981,0.0004988059],"domain_scores_gemma":[0.99804634,0.000050726336,0.0006344811,0.0011308898,0.000010007496,0.00012757287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030801754,0.0005502833,0.0011819972,0.0005358905,0.00009094983,0.00010361203,0.0005596229,0.00048488914,0.067283764],"category_scores_gemma":[0.000004994137,0.00065427826,0.0003267674,0.00008256165,0.00014665896,0.0002365537,0.000101701786,0.00033478928,0.039515033],"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":[0.000014096665,0.00008242423,0.003413699,0.0001316114,0.00024890772,0.0000069094554,0.00045694047,6.2865837e-7,2.1848749e-7,0.059338186,0.9360597,0.0002466402],"study_design_scores_gemma":[0.00055414595,0.00009565932,0.000058825135,0.00006110752,0.000014600262,0.0000018476476,0.00042313733,0.000057497342,0.0000032450853,0.0023902305,0.9955438,0.00079593057],"about_ca_topic_score_codex":0.0047933226,"about_ca_topic_score_gemma":0.0007375867,"teacher_disagreement_score":0.05948404,"about_ca_system_score_codex":0.00021130507,"about_ca_system_score_gemma":0.00003501037,"threshold_uncertainty_score":0.9995909},"labels":[],"label_agreement":null},{"id":"W7027179725","doi":"","title":"Concepts of wellness: a protocol for a scoping review of Indigenous perspectives on wellness in Canada Files Wiki Analytics Registrations Contributors Add-ons Settings Concepts of wellness: a protocol for a scoping review of Indigenous perspectives on wellness in Canada","year":2020,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Italy: Economic History and Contemporary Issues","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":"Indigenous; Protocol (science); Analytics; Indigenous culture; Descriptive research; Descriptive statistics","score_opus":0.030599361000525065,"score_gpt":0.3083830042122886,"score_spread":0.2777836432117635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027179725","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011305781,0.0021095406,0.00031403336,0.00032344015,0.00020856585,0.8613989,0.004216635,0.00004054608,0.13025777],"genre_scores_gemma":[0.026661707,0.0023306878,0.00024518004,0.00029649722,0.000112813155,0.9564013,0.00015924488,0.00035532026,0.013437273],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.992162,0.00046807033,0.0040305,0.0023753894,0.00028989013,0.00067415775],"domain_scores_gemma":[0.9895807,0.0010666393,0.006748882,0.0021432887,0.00026976157,0.00019075585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032548408,0.000801331,0.0039713485,0.0005989462,0.0001474982,0.000026533675,0.0013849373,0.00033059737,0.024026548],"category_scores_gemma":[0.0035902755,0.0009718635,0.0005126417,0.0006649402,0.00037875504,0.00019801215,0.0002453517,0.0005411809,0.00021418039],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019868729,0.0022149151,0.011206501,0.8899664,0.001423548,0.00005426769,0.03804367,0.0010854373,0.00002686895,0.015298877,0.035459924,0.0032326982],"study_design_scores_gemma":[0.006246255,0.00013487355,0.00029007124,0.88391376,0.00015219598,0.000006943027,0.014321059,0.00014701324,0.0048860745,0.0005596622,0.08740235,0.0019397528],"about_ca_topic_score_codex":0.7211644,"about_ca_topic_score_gemma":0.84088236,"teacher_disagreement_score":0.11971794,"about_ca_system_score_codex":0.0030084138,"about_ca_system_score_gemma":0.013267291,"threshold_uncertainty_score":0.9992732},"labels":[],"label_agreement":null},{"id":"W7043689068","doi":"","title":"SURVIVORSHIP BIAS E PERFORMANCE NEI FONDI COMUNI AZIONARI ITALIANI","year":2008,"lang":"it","type":"article","venue":"Electronic Theses and Dissertations Repository (University of Pisa)","topic":"Italy: Economic History and Contemporary Issues","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":"Studio; Survivorship curve; Working life; Dialectology","score_opus":0.03459306852162256,"score_gpt":0.17899603024922603,"score_spread":0.14440296172760347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043689068","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":[0.93130386,0.008024247,0.00012497314,0.00025303097,0.00032141173,0.000206245,0.00005476444,0.000037864193,0.05967361],"genre_scores_gemma":[0.92362833,0.0018295903,0.00007217518,0.000022396976,0.000050242958,0.0000013216754,0.000051309464,0.000025340349,0.07431932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983567,0.00007636376,0.00048251776,0.00055816985,0.000059800386,0.00046647535],"domain_scores_gemma":[0.9985321,0.0001502114,0.0006092488,0.0004739817,0.00007267078,0.00016177386],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00027549942,0.0002791982,0.0005894653,0.00023869162,0.0014474526,0.000043636897,0.00040911307,0.00019153258,0.0003612772],"category_scores_gemma":[0.000027866761,0.00040387837,0.00023433357,0.00027220394,0.00044127152,0.0008942371,0.00006154953,0.00028755533,0.00013537436],"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":[0.0006646876,0.00087079476,0.50108474,0.00034028757,0.00090159767,0.00008656916,0.052771296,0.00029734158,0.00041663245,0.44004926,0.0016667963,0.00084999955],"study_design_scores_gemma":[0.0035309717,0.002456956,0.7115163,0.00031151992,0.00029832535,0.0003204631,0.0630156,0.009772116,0.0009917446,0.004185374,0.20101811,0.0025824911],"about_ca_topic_score_codex":0.0037232656,"about_ca_topic_score_gemma":0.0008520559,"teacher_disagreement_score":0.4358639,"about_ca_system_score_codex":0.00023861944,"about_ca_system_score_gemma":0.0002654423,"threshold_uncertainty_score":0.99985254},"labels":[],"label_agreement":null},{"id":"W7071769904","doi":"","title":"Spatial Wage Inequality: Evidence from Italian Provinces","year":2017,"lang":"en","type":"article","venue":"Electronic Theses and Dissertations Repository (University of Pisa)","topic":"Italy: Economic History and Contemporary Issues","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":"Productivity; Human capital; Wage; Quarter (Canadian coin); Total factor productivity; Inequality; Wage inequality","score_opus":0.028852422043113085,"score_gpt":0.21626516915524918,"score_spread":0.1874127471121361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071769904","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":[0.9786637,0.0029097,0.0005508764,0.0003687885,0.00013513483,0.00010754153,0.000038828337,0.000021513259,0.01720391],"genre_scores_gemma":[0.9933363,0.00012380713,0.00010070548,0.00000780573,0.000040207975,0.0000010079873,0.000011743074,0.0000074334616,0.006370951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992578,0.000022062964,0.00020510888,0.00032311125,0.000024596739,0.00016730791],"domain_scores_gemma":[0.9989523,0.00006847123,0.0004613486,0.00043253307,0.000024227355,0.00006106516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015461406,0.000103084094,0.00025685297,0.00005548062,0.0008710606,0.000089580244,0.00036161183,0.000060623064,0.00014184581],"category_scores_gemma":[0.00006434062,0.00013469023,0.00008584744,0.000026132557,0.00018151732,0.0009105539,0.000049358194,0.000087428954,0.000033996806],"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":[0.00040094645,0.00026748783,0.6521192,0.00009269608,0.00044696243,0.00003915495,0.032281693,0.000017271681,0.0035975692,0.30391374,0.00029562047,0.006527652],"study_design_scores_gemma":[0.001076229,0.0005077781,0.9261402,0.0001882075,0.00008744455,0.0000063456314,0.017897494,0.00192455,0.0021419292,0.030624608,0.018606514,0.0007987348],"about_ca_topic_score_codex":0.026330309,"about_ca_topic_score_gemma":0.005994708,"teacher_disagreement_score":0.27402097,"about_ca_system_score_codex":0.00007340831,"about_ca_system_score_gemma":0.00007274264,"threshold_uncertainty_score":0.98015344},"labels":[],"label_agreement":null},{"id":"W7094010599","doi":"","title":"New Record of the Rare Emballonurid Bat &lt;i&gt;Centronycteris\\ncentralis&lt;/i&gt; Thomas, 1912 in Costa Rica, with Notes on Feeding Habits","year":2003,"lang":"","type":"article","venue":"Insecta mundi","topic":"Italy: Economic History and Contemporary Issues","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":"Swamp; Panama; Buteo; Food habits; Trophic level","score_opus":0.021056832903017884,"score_gpt":0.19530623573736933,"score_spread":0.17424940283435145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094010599","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":[0.9086594,0.013943466,0.00016546607,0.0009107473,0.0039824476,0.001193285,0.00040324059,0.000046734855,0.07069524],"genre_scores_gemma":[0.9892584,0.0015563376,0.0003719698,0.0003873719,0.00030822866,0.00004543412,0.00003669027,0.00013997276,0.007895604],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943232,0.00028163247,0.0023427124,0.0015574088,0.00019050008,0.0013045265],"domain_scores_gemma":[0.9955911,0.0004011442,0.0019105074,0.0016280379,0.00008684353,0.00038235664],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009824262,0.00093810406,0.0017801443,0.00062486535,0.0004853176,0.00024984882,0.0012870521,0.00048666415,0.0017503612],"category_scores_gemma":[0.0004475486,0.00092507235,0.00054339477,0.0009915562,0.00038187645,0.0010287417,0.00016889026,0.0007516744,0.00029913883],"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":[0.0012109942,0.00086277584,0.86423796,0.0002272464,0.00044863077,0.000072624745,0.00904557,0.00046521687,0.0012807527,0.111066446,0.008262921,0.0028188422],"study_design_scores_gemma":[0.0055647832,0.0014335172,0.216925,0.0010709235,0.000088045505,0.000034828914,0.00013978485,0.00042936867,0.00087141996,0.0025928628,0.7689064,0.0019430396],"about_ca_topic_score_codex":0.0022249764,"about_ca_topic_score_gemma":0.006967233,"teacher_disagreement_score":0.7606435,"about_ca_system_score_codex":0.001127808,"about_ca_system_score_gemma":0.00052476657,"threshold_uncertainty_score":0.99932},"labels":[],"label_agreement":null},{"id":"W7097004156","doi":"","title":"CROSS-SECTIONALDEPENDENCY AND STRUCTURAL BREAKS PPP IN OECD COUNTRIES: AN ANALYSIS OF REAL EXCHANGE RATE STATIONARITY, CROSS-SECTIONAL DEPENDENCY AND STRUCTURAL BREAKS ♦","year":2011,"lang":"en","type":"article","venue":"","topic":"Italy: Economic History and Contemporary Issues","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":"Acknowledgement; Dependency (UML); Economic analysis; Exchange rate; Applied economics; Economic model","score_opus":0.042844996405200626,"score_gpt":0.27347968664905015,"score_spread":0.23063469024384953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097004156","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":[0.9819323,0.0009804195,0.00011178623,0.00001539604,0.00036906038,0.00020224522,0.001106565,0.000036356174,0.015245903],"genre_scores_gemma":[0.9970212,0.00018332768,0.00025390854,0.00006492192,0.00007697379,0.000019985519,0.00023139808,0.000022572742,0.002125689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974762,0.000053176063,0.001210815,0.00085026666,0.00008074719,0.0003287685],"domain_scores_gemma":[0.99875957,0.000087882545,0.0005512394,0.00033446323,0.0001148217,0.00015200875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083468895,0.0002882584,0.00068826246,0.00085759436,0.0002757606,0.00017493547,0.00023958708,0.00024173179,0.007403123],"category_scores_gemma":[0.000029130415,0.00033028173,0.00013240671,0.0002501075,0.00038277262,0.00187094,0.00009477461,0.00020522604,0.00002674957],"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":[0.00016053524,0.00002732793,0.9198949,0.000039226765,0.00024214151,0.0000068376053,0.0025426014,0.000112033114,0.0000079822275,0.07683703,0.0000048500283,0.00012457279],"study_design_scores_gemma":[0.00087595754,0.00011521644,0.9669266,0.0000026862306,0.000028547705,0.000019542764,0.00020889702,0.006730321,0.000030267962,0.024516802,0.00018297957,0.00036221364],"about_ca_topic_score_codex":0.017568002,"about_ca_topic_score_gemma":0.010897974,"teacher_disagreement_score":0.052320234,"about_ca_system_score_codex":0.0001654212,"about_ca_system_score_gemma":0.000063606465,"threshold_uncertainty_score":0.99991494},"labels":[],"label_agreement":null},{"id":"W7097134222","doi":"","title":"in Predicting Economic Activity","year":2009,"lang":"en","type":"article","venue":"","topic":"Italy: Economic History and Contemporary Issues","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":"Business cycle; Rest (music); Vector autoregression; Real gross domestic product; Metric (unit); Economic indicator; Quarter (Canadian coin); Linkage (software); Financial integration","score_opus":0.025203352673152827,"score_gpt":0.21292385304701117,"score_spread":0.18772050037385835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097134222","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":[0.603751,0.00030605387,0.000121592515,0.0010521441,0.00031226713,0.000078350626,0.000011864292,0.000039111783,0.39432764],"genre_scores_gemma":[0.988734,0.000020400226,0.00011282703,0.00059741485,0.00013644145,0.000006463763,0.0000022294557,0.000008789713,0.010381408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895936,0.000008696421,0.00042184902,0.00037568787,0.000007989717,0.00022639113],"domain_scores_gemma":[0.9995078,0.000020123316,0.00015937061,0.00025560122,0.0000025854085,0.00005455696],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003714664,0.000117965996,0.00031277566,0.00019894437,0.000052658834,0.000033132943,0.00016508324,0.00007616227,0.0016284755],"category_scores_gemma":[0.000016818629,0.00015417443,0.00007670393,0.000056884946,0.000021376138,0.00080523064,0.0000156019,0.00011780592,0.0023532705],"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":[0.000058670896,0.00019151827,0.15759261,0.000008510555,0.000024630286,0.000020411255,0.0012857147,0.00022604226,0.00008928282,0.8292049,0.0072949366,0.0040027453],"study_design_scores_gemma":[0.002458052,0.00039119355,0.2666408,0.000023566172,0.0000040446594,0.000014901606,0.00026539885,0.01836232,0.0012738802,0.21224345,0.49702314,0.0012992638],"about_ca_topic_score_codex":0.00043025785,"about_ca_topic_score_gemma":0.00011096494,"teacher_disagreement_score":0.6169615,"about_ca_system_score_codex":0.00024220283,"about_ca_system_score_gemma":0.00001827171,"threshold_uncertainty_score":0.99928415},"labels":[],"label_agreement":null},{"id":"W7100566358","doi":"","title":"A Balanced System of Industry Accounts for the U.S. and Structural Distribution of Statistical Discrepancy” BEA working paper","year":2006,"lang":"en","type":"article","venue":"","topic":"Italy: Economic History and Contemporary Issues","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":"Measure (data warehouse); Distribution (mathematics); Presentation (obstetrics); National accounts; Gross domestic product; Reliability (semiconductor); Joint probability distribution; Economic statistics","score_opus":0.017998997566998104,"score_gpt":0.2078747178472627,"score_spread":0.1898757202802646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100566358","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":[0.973219,0.002651158,0.009605521,0.00015303651,0.00030157887,0.0003334017,0.0015820407,0.000018819295,0.012135453],"genre_scores_gemma":[0.9989661,0.0000048832276,0.00023752713,0.000017312877,0.00007728507,0.000021133828,0.0000908178,0.000008115194,0.00057679927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99907947,0.0000075421963,0.00056211534,0.00019883705,0.000019242912,0.00013281291],"domain_scores_gemma":[0.99933976,0.00012358256,0.00032013858,0.00017486798,0.000020581689,0.000021074326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024547795,0.0000934756,0.00031725466,0.000029269788,0.00008424626,0.000019494504,0.00010429155,0.00010542884,0.0000758851],"category_scores_gemma":[0.000028269043,0.000077998964,0.000054379863,0.00005258022,0.00010917907,0.00015208067,0.000022369653,0.00007949133,0.0000030704473],"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":[0.00004668452,0.000011906858,0.11612727,0.000082077415,0.00003154798,3.125543e-7,0.00008495334,0.00003709067,0.000016821312,0.88246864,0.0006735562,0.00041914597],"study_design_scores_gemma":[0.0022721079,0.00016874727,0.8661342,0.000114172646,0.00005857016,0.000009565324,0.0016282263,0.02025129,0.00042233692,0.044472102,0.06388907,0.0005795792],"about_ca_topic_score_codex":0.0006633361,"about_ca_topic_score_gemma":0.000048256672,"teacher_disagreement_score":0.83799654,"about_ca_system_score_codex":0.000053400967,"about_ca_system_score_gemma":0.000012643351,"threshold_uncertainty_score":0.31807053},"labels":[],"label_agreement":null},{"id":"W7117718019","doi":"10.1080/00036846.2025.2601333","title":"Sliding doors: Alitalia–ITA transition impact on pricing strategies","year":2025,"lang":"en","type":"article","venue":"Applied Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"European Commission","keywords":"Transition (genetics); Stability (learning theory); Series (stratigraphy); Work (physics)","score_opus":0.01937895061344653,"score_gpt":0.22790021373329522,"score_spread":0.2085212631198487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117718019","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":[0.6164743,0.00042846054,0.0018891513,0.00038879213,0.00047717142,0.0002728485,0.00009876732,0.0000924477,0.37987807],"genre_scores_gemma":[0.9970928,0.00009753797,0.00021047707,0.0008826135,0.00016086857,0.000064586224,0.00007693792,0.00004073972,0.0013734486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978898,0.000012243092,0.00092658895,0.00073668506,0.000014768038,0.00041990404],"domain_scores_gemma":[0.998908,0.00008703862,0.00034577667,0.000558118,0.00001171516,0.000089381836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055607833,0.0003462155,0.0006812176,0.00043916944,0.00024241803,0.00023903367,0.0003372011,0.00019420614,0.0003483349],"category_scores_gemma":[0.000010207506,0.00042432896,0.00026387002,0.00016207006,0.00006292065,0.00061756955,0.000038221824,0.00021854138,0.0011665935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010653243,0.00007450674,0.0005883,0.00003526601,0.0001811413,0.0000013520728,0.0014477114,0.009879662,0.000050105387,0.9852464,0.0014862521,0.0009027732],"study_design_scores_gemma":[0.004145821,0.00040628,0.008400345,0.00014291999,0.00006987516,0.000007928984,0.008581313,0.010574049,0.0023208873,0.8050682,0.15771253,0.0025698794],"about_ca_topic_score_codex":0.00020008793,"about_ca_topic_score_gemma":0.000023356763,"teacher_disagreement_score":0.38061848,"about_ca_system_score_codex":0.000610938,"about_ca_system_score_gemma":0.00009119559,"threshold_uncertainty_score":0.9998208},"labels":[],"label_agreement":null},{"id":"W7126079953","doi":"10.1007/978-3-031-76422-6_457","title":"State-Owned Enterprises","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","score_opus":0.026255912611141366,"score_gpt":0.19102833825931395,"score_spread":0.16477242564817257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126079953","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":[0.00005337231,0.008994797,0.0005444151,0.0002700197,0.0012417602,0.00024784147,0.00057833205,0.00012904037,0.98794043],"genre_scores_gemma":[0.009952383,0.00065304607,0.00013453366,0.0008504828,0.00013425465,0.000015896949,0.00011454792,0.00005491647,0.9880899],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793386,0.0000039030188,0.0010164812,0.00076905446,0.000024030389,0.0002526389],"domain_scores_gemma":[0.99863607,0.00004769762,0.00051170896,0.000687633,0.000026363035,0.00009050081],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021803676,0.00040089726,0.0009173169,0.00046983332,0.00010148783,0.00007314521,0.00041558093,0.00029597338,0.016593928],"category_scores_gemma":[0.00002010602,0.0004937269,0.00036375708,0.00002292712,0.00009045563,0.00021279807,0.00011246096,0.00027863515,0.010815105],"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":[0.000020043506,0.000017101725,0.0002708083,0.000049620863,0.00019013559,0.000015861207,0.0001645307,0.0000014700978,2.0808379e-7,0.8918531,0.10596636,0.0014507418],"study_design_scores_gemma":[0.00019212798,0.000034674686,0.00001679799,0.000050945036,0.0000080258205,9.798118e-7,0.000008034084,0.000019585508,0.0000063484085,0.1873903,0.8118526,0.0004196288],"about_ca_topic_score_codex":0.00010389755,"about_ca_topic_score_gemma":0.0000497882,"teacher_disagreement_score":0.7058862,"about_ca_system_score_codex":0.00022346861,"about_ca_system_score_gemma":0.00006829206,"threshold_uncertainty_score":0.99975145},"labels":[],"label_agreement":null},{"id":"W7135541959","doi":"","title":"The first quarter century of Share fez company in Strakonice. Establishement of management-conduct and undertaking strategy.","year":2015,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Italy: Economic History and Contemporary Issues","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":"Quarter (Canadian coin); Limited company; Entrepreneurship; Monarchy; Textile industry; Joint-stock company","score_opus":0.021993630474154743,"score_gpt":0.23510388259853063,"score_spread":0.2131102521243759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135541959","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":[0.71392953,0.050356455,0.000002285869,0.000048675036,0.0021395788,0.0008384374,0.0008610058,0.000015439198,0.23180859],"genre_scores_gemma":[0.98951477,0.00030943952,0.000035179863,0.000014162071,0.00015946216,0.00004855608,0.0009500537,0.00005227819,0.008916104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9949483,0.00007098529,0.00318755,0.0009663377,0.00044054474,0.00038627733],"domain_scores_gemma":[0.9945969,0.00028378732,0.003441926,0.0006265404,0.0009065055,0.00014432035],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000584641,0.0005994119,0.0012092657,0.0006885881,0.00033456497,0.0007443588,0.000695321,0.0004537003,0.000010631096],"category_scores_gemma":[0.000103871476,0.00062972464,0.00038444047,0.00041017323,0.00035479112,0.001986756,0.0001022921,0.00047747625,0.000004253424],"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":[0.00664331,0.005197781,0.4036311,0.020733057,0.007019306,0.00061032193,0.072493255,0.002153574,0.0009610938,0.46200863,0.011078505,0.0074700816],"study_design_scores_gemma":[0.012530909,0.0039697434,0.61438304,0.01924853,0.00060601876,0.0003368226,0.07547457,0.0034918126,0.004800365,0.04503517,0.21378222,0.0063407794],"about_ca_topic_score_codex":0.00009763696,"about_ca_topic_score_gemma":0.00007892857,"teacher_disagreement_score":0.41697344,"about_ca_system_score_codex":0.00048223702,"about_ca_system_score_gemma":0.00035015494,"threshold_uncertainty_score":0.99961543},"labels":[],"label_agreement":null},{"id":"W7151819285","doi":"10.70675/0cb3a620ze637z448az8624z304e897063c3","title":"Essays on the Economics of Gender","year":2024,"lang":"","type":"dissertation","venue":"","topic":"Italy: Economic History and Contemporary Issues","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":"Gender relations; French; Social change; Work (physics)","score_opus":0.05490019211666398,"score_gpt":0.22208117383567333,"score_spread":0.16718098171900936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7151819285","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":[0.32321408,0.011025865,0.000029889281,0.00059256813,0.00595709,0.0005633186,0.00051438087,0.00003538431,0.6580674],"genre_scores_gemma":[0.824195,0.002348383,0.00003110377,0.0005449606,0.00036721898,0.00015960474,0.00031118176,0.00014479524,0.1718977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949903,0.000055674514,0.0028560613,0.001508841,0.000051931635,0.0005371959],"domain_scores_gemma":[0.99620026,0.00034815093,0.0017556828,0.001483845,0.0000718982,0.00014017813],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013888497,0.0008230745,0.0016280053,0.0007735491,0.00031044817,0.00022616854,0.0011122628,0.00073685555,0.015630538],"category_scores_gemma":[0.000093135255,0.00079441094,0.001070717,0.00027844458,0.00023139137,0.00035591619,0.00009148524,0.00086213776,0.012899847],"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":[0.00012504165,0.0001735241,0.0004225999,0.0004741927,0.0008447276,0.0000051775796,0.008514433,0.00020479337,0.0000049044916,0.9750519,0.013492777,0.0006859668],"study_design_scores_gemma":[0.0008176688,0.00064787036,0.0008653046,0.0004087445,0.00023126959,0.000005934998,0.017085908,0.009110775,0.0012052209,0.37175536,0.59545237,0.0024135674],"about_ca_topic_score_codex":0.0002429599,"about_ca_topic_score_gemma":0.00012765027,"teacher_disagreement_score":0.6032965,"about_ca_system_score_codex":0.000373205,"about_ca_system_score_gemma":0.00025692914,"threshold_uncertainty_score":0.9994507},"labels":[],"label_agreement":null},{"id":"W7164938227","doi":"10.1080/17153379.2003.12553896","title":"Comparing Economic Systems: Italy and Japan.","year":2003,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","score_opus":0.03006913413768179,"score_gpt":0.18907162048449772,"score_spread":0.15900248634681594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164938227","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":[0.114750184,0.009873994,0.00020718951,0.00003733133,0.001210508,0.00017928967,0.000042949006,0.00007145596,0.8736271],"genre_scores_gemma":[0.98998064,0.00011507539,0.00009505518,0.000007497177,0.00008321499,0.00003085953,0.00001086041,0.00003236131,0.009644428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984415,0.00002803718,0.0006375508,0.00056087814,0.00001680186,0.00031522848],"domain_scores_gemma":[0.99913543,0.000043463002,0.0002824528,0.00039368393,0.0000081997105,0.00013678857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005627365,0.00021267982,0.000558467,0.00018507932,0.00017375313,0.0001323238,0.0001509782,0.000100718404,0.0003833897],"category_scores_gemma":[0.00003040254,0.0002723185,0.000091762835,0.00005676775,0.000113799026,0.00041485453,0.000028063176,0.00012275166,0.0028959813],"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":[0.000011084075,0.000032143278,0.07811038,0.000045482986,0.000078034536,0.000004615769,0.0020474163,0.00014815235,0.0000057426323,0.9166109,0.002840711,0.000065326814],"study_design_scores_gemma":[0.0018070845,0.0001455623,0.0024653503,0.00005445473,0.000021018424,0.00008122165,0.09501775,0.0065742815,0.000072488256,0.015997496,0.8763093,0.0014540445],"about_ca_topic_score_codex":0.000114530994,"about_ca_topic_score_gemma":0.000015030861,"teacher_disagreement_score":0.9006134,"about_ca_system_score_codex":0.00019381763,"about_ca_system_score_gemma":0.00002453102,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null}]}