{"meta":{"query_hash":"990b9ce20c97","filters":{"venue":"Journal of Infrastructure Policy and Development"},"cohort_total":44,"direct_labels_cover":0,"predictions_cover":44,"exported":44,"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/990b9ce20c97","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Infrastructure+Policy+and+Development"},"results":[{"id":"W2901721152","doi":"10.24294/jipd.v2i2.839","title":"On the effects of infrastructure investment on economic performance in Ontario","year":2018,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","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":"Investment (military); Public infrastructure; Productivity; Public capital; Crowds; Business; Economics; Crowding out; Open-ended investment company; Return on investment; Public economics; Public investment; Economic growth; Public fund; Production (economics); Macroeconomics","score_opus":0.011592103222135367,"score_gpt":0.22346786634009735,"score_spread":0.211875763117962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901721152","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":[0.98364526,0.000014332352,0.000008978039,0.00070820726,0.00050238025,0.00021141101,3.7318247e-7,0.0000066117777,0.014902432],"genre_scores_gemma":[0.9921688,0.0000087073395,0.00052106,0.0064687864,0.0007451219,0.000005431435,0.000001550562,0.000014845119,0.00006573756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986643,0.00002117416,0.00056425424,0.00016422545,0.00028931213,0.00029671367],"domain_scores_gemma":[0.99889094,0.00013949047,0.00065099064,0.00017780307,0.000106970205,0.000033794353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041992342,0.00024460247,0.00031286143,0.00073078787,0.00012988062,0.00011323503,0.0003397283,0.00009821841,0.00012290252],"category_scores_gemma":[0.00029607807,0.00015167988,0.0000443008,0.00022911918,0.00012918562,0.00045345895,0.00015106083,0.0004241559,0.000022824917],"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":[0.0018095721,0.0002390898,0.5160354,0.001045618,0.000529291,0.000045936256,0.012581427,0.0021319306,0.0015494601,0.39194337,0.0376341,0.034454796],"study_design_scores_gemma":[0.0011015054,0.00019501615,0.9041052,0.00033916289,0.000012055423,0.000018575307,0.00007179191,0.0000639989,0.0040654754,0.010612074,0.0792172,0.00019793127],"about_ca_topic_score_codex":0.0005933718,"about_ca_topic_score_gemma":0.0017469943,"teacher_disagreement_score":0.3880698,"about_ca_system_score_codex":0.0005246678,"about_ca_system_score_gemma":0.0007285203,"threshold_uncertainty_score":0.6185326},"labels":[],"label_agreement":null},{"id":"W2972327677","doi":"10.24294/jipd.v4i1.1180","title":"The Belt and Road Initiative: Motivations, financing, expansion and challenges of Xi’s ever-expanding strategy","year":2020,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"China's Global Influence and Migration","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"China; Business; Debt; Finance; Investment (military); Economic policy; Political science; Politics","score_opus":0.04395902720659274,"score_gpt":0.32015650265426615,"score_spread":0.2761974754476734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972327677","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":[0.98479646,0.0069634486,0.00012835742,0.007364455,0.00004610322,0.00008480518,0.0000023378752,0.0000041706935,0.0006098433],"genre_scores_gemma":[0.97806954,0.020643197,0.00073543156,0.00037488734,0.00016580409,8.9828546e-7,5.178828e-7,0.0000026261837,0.000007083543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991975,0.000068019755,0.00031331182,0.00008207317,0.00021314078,0.00012598066],"domain_scores_gemma":[0.9993422,0.0000949787,0.00029107428,0.00002928543,0.00013157292,0.00011087444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030532692,0.00008400412,0.00014734978,0.00005903105,0.00043994485,0.000061045845,0.00006942277,0.0000614481,0.0000031403486],"category_scores_gemma":[0.0004455118,0.000055818866,0.000015800088,0.000116389085,0.00015016811,0.00028588864,0.000039709033,0.0001201217,1.1321132e-7],"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":[0.00012391734,0.000018652705,0.015672406,0.000116454634,0.00009205781,0.000006043835,0.23189552,0.0000905107,0.0022422646,0.059176303,0.00095745065,0.6896084],"study_design_scores_gemma":[0.0005003583,0.00016339483,0.9295193,0.00014400459,0.000012669588,0.00001904652,0.026117494,0.000012938002,0.0012468982,0.009378745,0.032756414,0.00012873141],"about_ca_topic_score_codex":0.000114956,"about_ca_topic_score_gemma":0.00016771963,"teacher_disagreement_score":0.9138469,"about_ca_system_score_codex":0.000046024667,"about_ca_system_score_gemma":0.0005078206,"threshold_uncertainty_score":0.33837447},"labels":[],"label_agreement":null},{"id":"W3214861633","doi":"10.24294/jipd.v5i2.1301","title":"Effects of institutional capacity, infrastructure governance, and equity on state- and nation-building processes in Ethiopia","year":2021,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"African history and culture analysis","field":"Social Sciences","cited_by":3,"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 Fribourg; Queen's University; Australian Agency for International Development; Friedrich-Ebert-Stiftung; Overseas Development Institute","keywords":"Equity (law); Corporate governance; Government (linguistics); Business; Capacity building; Economic growth; Constitution; Public economics; Economics; Finance; Political science","score_opus":0.013618013655189278,"score_gpt":0.28631247376782165,"score_spread":0.2726944601126324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214861633","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":[0.99612385,0.001093194,0.00023334817,0.0005239775,0.000090620124,0.000058469093,0.0000054214847,0.0000024997232,0.0018686083],"genre_scores_gemma":[0.9938375,0.0010544711,0.0045255735,0.00037748582,0.00012812152,0.0000013259163,6.782888e-7,0.000003131485,0.00007172463],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988732,0.00008730779,0.00034029988,0.00012903135,0.0004187736,0.0001514181],"domain_scores_gemma":[0.9990602,0.00017974786,0.0003327504,0.000033882883,0.00027488446,0.00011851329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003243717,0.00011411416,0.00026186998,0.00015065078,0.000281252,0.000045863293,0.00008398893,0.000100353755,0.000017664046],"category_scores_gemma":[0.001165854,0.00009168721,0.000021910653,0.00042467506,0.0002766688,0.00024051162,0.00006705039,0.00025741686,1.04486936e-7],"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":[0.00038482825,0.00023537801,0.120046355,0.0024148615,0.0006388406,0.00022241227,0.3919384,0.002563193,0.009996292,0.27116972,0.0019567958,0.19843292],"study_design_scores_gemma":[0.0012977647,0.000108174274,0.84498775,0.0006932748,0.000055847453,0.00011006381,0.0022865704,0.000006148878,0.011609555,0.04138071,0.09711181,0.00035230126],"about_ca_topic_score_codex":0.00008678335,"about_ca_topic_score_gemma":0.0006104103,"teacher_disagreement_score":0.72494143,"about_ca_system_score_codex":0.00025044824,"about_ca_system_score_gemma":0.0018429799,"threshold_uncertainty_score":0.3738896},"labels":[],"label_agreement":null},{"id":"W4391442691","doi":"10.24294/jipd.v8i3.2906","title":"Understanding the determinants of households’ intention to practise solid waste segregation-at-source: Theoretical framework development","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Municipal solid waste; Psychology; Business; Waste management; Engineering","score_opus":0.0553397974273026,"score_gpt":0.3373474589854551,"score_spread":0.2820076615581525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391442691","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":[0.96029496,0.0007717676,0.027914908,0.0077115507,0.0011830576,0.0003406482,0.000002679364,0.000039824914,0.0017405748],"genre_scores_gemma":[0.986392,0.00044413484,0.012092141,0.00035512252,0.00028171155,0.00000481384,8.2642015e-7,0.000017675806,0.00041157976],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787366,0.00013672779,0.0007467683,0.00017693233,0.0007221717,0.0003437209],"domain_scores_gemma":[0.998759,0.0004290593,0.00031812882,0.00009143192,0.00015811493,0.00024430515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012362557,0.00019178538,0.0002848632,0.00030914065,0.00063468696,0.00016609346,0.00026899137,0.00016948952,0.0001143888],"category_scores_gemma":[0.0006237843,0.000119223485,0.00006548067,0.00040447232,0.0003350198,0.00021959229,0.00015884904,0.00033968178,0.0000075069925],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028934437,0.000067338384,0.015355609,0.00028905095,0.00050259754,0.000061719256,0.50100297,0.00015260883,0.0003784727,0.3244363,0.0056946655,0.15176931],"study_design_scores_gemma":[0.0012968221,0.0003975178,0.12030119,0.0064106435,0.00017372471,0.0006381644,0.12628824,0.00019951438,0.023579825,0.24170114,0.47748145,0.0015317723],"about_ca_topic_score_codex":0.0000118546395,"about_ca_topic_score_gemma":0.000078343386,"teacher_disagreement_score":0.4717868,"about_ca_system_score_codex":0.00085127115,"about_ca_system_score_gemma":0.0014595495,"threshold_uncertainty_score":0.4881563},"labels":[],"label_agreement":null},{"id":"W4395671444","doi":"10.24294/jipd.v8i5.3303","title":"Metaverse in ports through an affinity diagram","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","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":"Transport Canada","funders":"","keywords":"Diagram; Computer science","score_opus":0.021117056579529166,"score_gpt":0.3136463297280294,"score_spread":0.29252927314850025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395671444","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":[0.6493654,0.00073921273,0.34221837,0.0040931003,0.00045909386,0.00016430503,0.0000044922276,0.0000541476,0.0029018752],"genre_scores_gemma":[0.9053589,0.00023567853,0.09359866,0.00065225887,0.00013111836,0.0000017661982,0.0000010075971,0.0000044126095,0.000016201322],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99903655,0.00003508161,0.00039067393,0.00014058845,0.00021916321,0.00017795716],"domain_scores_gemma":[0.9994961,0.000047749156,0.00010363503,0.0001467236,0.000054180833,0.00015162461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000362092,0.000109687004,0.00016821854,0.00026075626,0.000057980662,0.0002168086,0.000259366,0.000057906163,0.000011463404],"category_scores_gemma":[0.00007830843,0.000078475,0.000030092075,0.00043710214,0.00002952071,0.0011466063,0.00008906209,0.0002194994,0.0000033921926],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015696834,0.00009216173,0.0008944384,0.00005405566,0.00009246425,0.00015935085,0.022707876,0.0006072802,0.00045229998,0.2765925,0.0019039084,0.696428],"study_design_scores_gemma":[0.00066984375,0.00029612565,0.4192663,0.00019782277,0.000017052571,0.001463865,0.00036902213,0.0017859954,0.0041731354,0.16311751,0.40819526,0.000448039],"about_ca_topic_score_codex":0.0000512371,"about_ca_topic_score_gemma":0.0000244376,"teacher_disagreement_score":0.69597995,"about_ca_system_score_codex":0.00011592651,"about_ca_system_score_gemma":0.0008468937,"threshold_uncertainty_score":0.32001176},"labels":[],"label_agreement":null},{"id":"W4396697438","doi":"10.24294/jipd.v8i5.3266","title":"Examination of the position of cruise shipping in the post-season period at Lake Balaton","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Cruise Tourism Development and Management","field":"Social Sciences","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":"Savaria (Canada)","funders":"","keywords":"Cruise; Period (music); Position (finance); Geography; Environmental science; Aeronautics; Business; Oceanography; Geology; Engineering; Finance; Art","score_opus":0.010484489356424957,"score_gpt":0.27520054001284205,"score_spread":0.2647160506564171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396697438","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":[0.98719937,0.0003947362,0.00006478651,0.005992988,0.00028014331,0.00020504658,0.0000027745289,0.0000044096664,0.005855736],"genre_scores_gemma":[0.99862653,0.00015598859,0.0006266874,0.00021370308,0.00015107167,0.000002582851,0.0000018232284,0.000004359221,0.00021725934],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986544,0.0001615807,0.000429704,0.000080149985,0.00052938005,0.00014474549],"domain_scores_gemma":[0.9994347,0.00009329304,0.00024982577,0.000064644286,0.00012008602,0.00003743946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012714659,0.00008957122,0.00014537977,0.0002590097,0.00019222054,0.00005940583,0.00021126328,0.000061445964,0.000058465255],"category_scores_gemma":[0.00016149125,0.000051863386,0.00005354691,0.00039787512,0.00011194685,0.00016500392,0.00007875712,0.00014667648,5.8738385e-7],"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":[0.00012828129,0.00008491814,0.02459692,0.0004391677,0.00018963867,0.00004173366,0.64130205,0.00014670791,0.0021868872,0.053344935,0.002924125,0.27461466],"study_design_scores_gemma":[0.00023061736,0.000031665673,0.9289452,0.00031618142,0.000019719957,0.000026080823,0.007626755,0.000011439482,0.0008603699,0.0012618237,0.06058733,0.000082831764],"about_ca_topic_score_codex":0.00005604499,"about_ca_topic_score_gemma":0.00066259876,"teacher_disagreement_score":0.90434825,"about_ca_system_score_codex":0.0002069209,"about_ca_system_score_gemma":0.0005677492,"threshold_uncertainty_score":0.21149275},"labels":[],"label_agreement":null},{"id":"W4399298806","doi":"10.24294/jipd.v8i6.4215","title":"Impact of changes of hospital integrations spanning a decade in Hungary: Modern diagnostic services: CT care based on a Hungarian sample","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Radiation Dose and Imaging","field":"Medicine","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":"Savaria (Canada)","funders":"","keywords":"Sample (material); Medicine; Physics","score_opus":0.007994198289762942,"score_gpt":0.29920300885048373,"score_spread":0.2912088105607208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399298806","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":[0.9957709,0.0011939845,0.0016615726,0.0009701287,0.00009518546,0.00014254832,0.000029162464,0.000006381451,0.00013015041],"genre_scores_gemma":[0.99382514,0.000096388925,0.0056516123,0.00023819211,0.00015167466,0.0000030462925,0.000018729343,0.000012473076,0.000002745657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906486,0.000024523655,0.0004281604,0.00010226624,0.00023637828,0.00014377991],"domain_scores_gemma":[0.99920875,0.00027905576,0.00020173681,0.000078902165,0.00012308366,0.00010848382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012475273,0.00013676245,0.00031765224,0.00079739623,0.00003158619,0.000027384367,0.000065125634,0.00004234463,0.000021722042],"category_scores_gemma":[0.0003721339,0.00009547242,0.000074615346,0.0002962483,0.000027895665,0.00011086406,0.000017483078,0.0002534237,2.3258728e-7],"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":[0.00024938816,0.00015904057,0.6624164,0.0013760816,0.00047024922,0.0001477495,0.08857677,0.010389757,0.001991507,0.00019768487,0.00025274072,0.23377262],"study_design_scores_gemma":[0.0011203293,0.0007897203,0.9822528,0.0029765663,0.00005906552,0.00007834696,0.0017159099,0.005707505,0.004144141,0.0003667929,0.0006641052,0.00012474434],"about_ca_topic_score_codex":0.00026779494,"about_ca_topic_score_gemma":0.00008992427,"teacher_disagreement_score":0.31983638,"about_ca_system_score_codex":0.00024267033,"about_ca_system_score_gemma":0.0011705585,"threshold_uncertainty_score":0.3893252},"labels":[],"label_agreement":null},{"id":"W4399327663","doi":"10.24294/jipd.v8i6.3474","title":"Adoption and diffusion of organizational innovation, the winning mantra for growth: A case of manufacturing SMEs in Pakistan","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Economic and Technological Innovation","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":"Savaria (Canada)","funders":"","keywords":"Mantra; Business; Diffusion; Innovation diffusion; Industrial organization; Knowledge management; Marketing; Business administration; Computer science; Physics","score_opus":0.019119732868400994,"score_gpt":0.25878135906815564,"score_spread":0.23966162619975465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399327663","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":[0.9852462,0.00042589632,0.013380365,0.00068429805,0.00006306708,0.00007457579,0.000015032836,0.0000031690504,0.00010743825],"genre_scores_gemma":[0.9920274,0.00010066204,0.0077239783,0.00007716294,0.000051027604,0.0000016404443,0.0000037812883,0.000004934759,0.000009426375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99904835,0.000003591157,0.00078098406,0.000079945064,0.000019701627,0.00006743908],"domain_scores_gemma":[0.9994019,0.00007037181,0.00040594765,0.000033049135,0.00007745206,0.000011281054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038818014,0.00006367386,0.00017652356,0.0005227334,0.000045335208,0.000025143121,0.000045999925,0.00006427902,0.00001406793],"category_scores_gemma":[0.00010492142,0.000047421374,0.0000140415505,0.0003106782,0.00004691831,0.0001179796,0.000028982242,0.00009958661,1.2418361e-7],"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":[0.00002129093,0.000011802733,0.029065479,0.00016513337,0.000043134853,0.0000062078548,0.0015042997,0.00004828618,0.00031453304,0.95085317,0.000057469828,0.01790919],"study_design_scores_gemma":[0.000725686,0.000087568085,0.38409162,0.00016680831,0.000006111687,0.00049768435,0.0007538916,0.0005848572,0.009625001,0.5998167,0.0035038476,0.00014023109],"about_ca_topic_score_codex":0.000017200719,"about_ca_topic_score_gemma":0.0000036486665,"teacher_disagreement_score":0.35502616,"about_ca_system_score_codex":0.00006019877,"about_ca_system_score_gemma":0.00005386774,"threshold_uncertainty_score":0.19337875},"labels":[],"label_agreement":null},{"id":"W4399353997","doi":"10.24294/jipd.v8i6.3442","title":"Unlocking the potential: UTAUT2 framework for embracing self-driving tractors in modern agriculture","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","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":"Savaria (Canada)","funders":"","keywords":"Agriculture; Self driving; Business; Engineering; Transport engineering; Biology; Ecology","score_opus":0.0050100089274697154,"score_gpt":0.23122723630467457,"score_spread":0.22621722737720484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399353997","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":[0.8329843,0.001516072,0.16393621,0.0003540126,0.0009181291,0.000139167,0.0000036092817,0.000071744784,0.00007672971],"genre_scores_gemma":[0.97235745,0.00019865525,0.026814768,0.00009174926,0.0005013979,0.0000043157206,0.0000012238482,0.000025953028,0.0000045002785],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990801,0.000012861785,0.0004034634,0.000097550066,0.00016755727,0.00023845087],"domain_scores_gemma":[0.99963164,0.0001160915,0.000071872964,0.00006126466,0.00004596444,0.0000731877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025197936,0.0001650313,0.00018821386,0.0002113031,0.00009167646,0.00016621195,0.00013242508,0.00014896535,0.0000024116482],"category_scores_gemma":[0.00005931184,0.000102625105,0.00006290508,0.00022484169,0.000007916791,0.00014663396,0.000029905084,0.00052623084,2.3815828e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002336886,0.000023019858,0.00078457594,0.00066578755,0.00052987953,0.00007345957,0.024854548,0.26147586,0.004426098,0.030671773,0.00050945464,0.6759622],"study_design_scores_gemma":[0.0005056745,0.0000535363,0.03244795,0.0012764359,0.00006313341,0.0007015151,0.001660574,0.8404766,0.001635867,0.10871001,0.01195059,0.00051813683],"about_ca_topic_score_codex":0.0000025666632,"about_ca_topic_score_gemma":0.000009781374,"teacher_disagreement_score":0.67544407,"about_ca_system_score_codex":0.00019247709,"about_ca_system_score_gemma":0.00014342324,"threshold_uncertainty_score":0.41849303},"labels":[],"label_agreement":null},{"id":"W4399383775","doi":"10.24294/jipd.v8i6.3725","title":"Russian MNCS and international investment paradigm (Before COVID-19)","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Multinational corporation; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Investment (military); Business; Political science; Virology; Medicine; Infectious disease (medical specialty); Politics; Disease; Internal medicine","score_opus":0.028159263746314615,"score_gpt":0.33925871305202493,"score_spread":0.3110994493057103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399383775","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":[0.5183992,0.0059989234,0.016049344,0.27307412,0.0052290657,0.0008059329,0.000054359192,0.00039906712,0.17999001],"genre_scores_gemma":[0.97332406,0.0014133359,0.01729653,0.0063439906,0.00060907815,0.000005092412,0.000003619563,0.000009776618,0.0009945302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989631,0.000034215478,0.0004206979,0.00015614912,0.00021076165,0.00021502987],"domain_scores_gemma":[0.99933434,0.00007571062,0.00014561912,0.000049584705,0.000020255697,0.00037449054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005151323,0.00012950011,0.00017761455,0.00033061547,0.00029679592,0.00020739493,0.00021166295,0.00014452806,0.00020900107],"category_scores_gemma":[0.0003069257,0.00009301632,0.0000311991,0.00015047553,0.00030305333,0.00022678524,0.000103576596,0.00024589663,0.0000048531265],"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":[0.000011761488,0.000008664139,0.0043357573,0.000025254065,0.0001192796,0.000041549607,0.01293222,0.000006662649,0.0000029116923,0.8940583,0.0029804872,0.085477166],"study_design_scores_gemma":[0.00017485593,0.00002231489,0.021271767,0.000043224234,0.000005151217,0.00011884896,0.00067256804,0.000009432233,0.000011141255,0.25899908,0.71857953,0.00009207138],"about_ca_topic_score_codex":0.0000381522,"about_ca_topic_score_gemma":0.00005162978,"teacher_disagreement_score":0.71559906,"about_ca_system_score_codex":0.0005597998,"about_ca_system_score_gemma":0.0018844763,"threshold_uncertainty_score":0.37930954},"labels":[],"label_agreement":null},{"id":"W4399790043","doi":"10.24294/jipd.v8i6.3811","title":"Updating the tourism organizational assessment scale","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","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":"Savaria (Canada)","funders":"","keywords":"Tourism; Scale (ratio); Geography; Cartography; Archaeology","score_opus":0.005299501890220884,"score_gpt":0.2320005718782202,"score_spread":0.22670106998799933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399790043","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":[0.8570465,0.0019384241,0.015350898,0.053057812,0.00305313,0.0004071307,0.000009599628,0.00017316073,0.06896338],"genre_scores_gemma":[0.98846674,0.000022118737,0.0041722194,0.002980716,0.004135992,9.620534e-7,0.000012060598,0.000015007782,0.00019420135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914074,0.0000072894954,0.00033027763,0.000093330884,0.00030276613,0.00012558077],"domain_scores_gemma":[0.9995055,0.000032359185,0.00016653638,0.000044576052,0.00023397456,0.00001705048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002568516,0.00011873327,0.00011023662,0.00014923148,0.00030696712,0.0005126158,0.00014326499,0.000057063487,0.00042387692],"category_scores_gemma":[0.00006641216,0.00006723432,0.000026710068,0.00047898476,0.00003755693,0.0005173565,0.00008054904,0.00024282982,0.000017734792],"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":[0.000023033715,0.000047190428,0.038698144,0.0003365387,0.00032570146,0.00006643562,0.0017885369,0.00070286106,0.0016732819,0.835138,0.07533683,0.0458634],"study_design_scores_gemma":[0.00026735401,0.0000090457725,0.4010285,0.00012571392,0.000041419564,0.00024950632,0.0008823997,0.00020307877,0.00025295914,0.042025365,0.5547095,0.00020514613],"about_ca_topic_score_codex":0.0000075374455,"about_ca_topic_score_gemma":0.000004925704,"teacher_disagreement_score":0.7931127,"about_ca_system_score_codex":0.000062234365,"about_ca_system_score_gemma":0.00041079658,"threshold_uncertainty_score":0.49431655},"labels":[],"label_agreement":null},{"id":"W4399897058","doi":"10.24294/jipd.v8i6.4289","title":"Causes of the salary levels in the Mexican automotive industry three years after the USMCA","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Business, Innovation, and Economy","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":"Salary; Remuneration; Automotive industry; Wage; Minimum wage; Economics; Granger causality; Labour economics; Earnings; Production (economics); Government (linguistics); Business; Demographic economics; Accounting; Engineering; Finance; Macroeconomics; Market economy; Econometrics","score_opus":0.024904583743787404,"score_gpt":0.23747140884866288,"score_spread":0.21256682510487548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399897058","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":[0.99285537,0.0014348144,0.00017151865,0.0041600456,0.00042030393,0.000095027666,0.000027439752,0.0000027944495,0.00083265814],"genre_scores_gemma":[0.9973685,0.000051172232,0.00034033577,0.0018728526,0.00030088171,0.000005083601,5.5003864e-7,0.000008338532,0.000052253923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990058,0.000017807102,0.000660821,0.000105053856,0.00006411636,0.00014640496],"domain_scores_gemma":[0.9993912,0.0000661663,0.00032801065,0.00013819007,0.00005385025,0.000022572418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066972856,0.00010877626,0.00021075652,0.00024693742,0.00007305023,0.000083760424,0.00027704219,0.000116283736,0.00010634073],"category_scores_gemma":[0.000098294,0.000058406677,0.00005376564,0.00048825567,0.000118994474,0.00019552706,0.000065525746,0.00049468386,0.0000037510763],"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":[0.000048100217,0.000037290953,0.92274266,0.00010286538,0.00028928468,0.000021771026,0.022934515,0.00033697873,0.00000975584,0.0328251,0.004821034,0.015830662],"study_design_scores_gemma":[0.00013909812,0.0000122101455,0.93837005,0.000064393855,0.000004268298,0.00007956688,0.00023542727,0.000015559146,0.000045001645,0.026281962,0.034682013,0.000070470676],"about_ca_topic_score_codex":0.00008022939,"about_ca_topic_score_gemma":0.00008514826,"teacher_disagreement_score":0.029860979,"about_ca_system_score_codex":0.00009134178,"about_ca_system_score_gemma":0.0003379481,"threshold_uncertainty_score":0.23817553},"labels":[],"label_agreement":null},{"id":"W4400051235","doi":"10.24294/jipd.v8i6.3249","title":"Young muslim generation’s preferences for using digital platforms for Zakat payments: A cross-country study of Indonesia and Malaysia","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Islamic Finance and Communication","field":"Social Sciences","cited_by":11,"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":"Payment; Cross country; Business; Economics; Computer science; Demographic economics; World Wide Web","score_opus":0.03594402637538179,"score_gpt":0.34942199360022175,"score_spread":0.31347796722483995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400051235","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":[0.9963949,0.00025157095,0.0027241434,0.00005383443,0.00018088061,0.0003113107,0.000013254665,0.0000044881335,0.00006566139],"genre_scores_gemma":[0.99576026,0.00009427697,0.0037416676,0.00003333713,0.00031111093,0.000012445577,0.0000060021475,0.00000586168,0.000035010216],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99917376,0.0000103836355,0.00039470248,0.00009139544,0.00019179146,0.00013794756],"domain_scores_gemma":[0.9994438,0.000081146914,0.00021581103,0.000052071133,0.00017246245,0.00003470129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041549234,0.00008850415,0.00016119027,0.00014064944,0.0003538111,0.00026184838,0.00011817658,0.00006474819,0.0000015963224],"category_scores_gemma":[0.00007810777,0.00006476421,0.000024344596,0.00012331895,0.00007817305,0.00055841595,0.000036662692,0.00008893523,4.395497e-8],"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":[0.0003612289,0.00022754772,0.2734041,0.00050400617,0.00057281455,0.0000046400105,0.48416975,0.0006676795,0.0011862778,0.043800097,0.00038452467,0.19471733],"study_design_scores_gemma":[0.0069618146,0.0019356613,0.73108846,0.0010847572,0.00023568294,0.00021466552,0.14827779,0.0035466622,0.002028576,0.085078895,0.018473037,0.0010740046],"about_ca_topic_score_codex":0.000052645315,"about_ca_topic_score_gemma":0.00009872858,"teacher_disagreement_score":0.45768437,"about_ca_system_score_codex":0.00011091035,"about_ca_system_score_gemma":0.0006465993,"threshold_uncertainty_score":0.2721265},"labels":[],"label_agreement":null},{"id":"W4400093758","doi":"10.24294/jipd.v8i6.3297","title":"Spatial distribution and influencing factors of Shadow Education Enterprises in primary and secondary schools: A case study of Zhengzhou’s main urban area","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","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":"Science North","funders":"","keywords":"Shadow (psychology); Beijing; Geography; China; Mainstream; Spatial distribution; Distribution (mathematics); Primary education; Mathematics education; Regional science; Political science; Psychology; Mathematics","score_opus":0.013451501588604767,"score_gpt":0.3033928416115227,"score_spread":0.28994134002291794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400093758","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":[0.99856013,0.000766415,0.000046282516,0.00015070001,0.00014775101,0.00011889329,0.00002465582,0.0000023371792,0.00018284969],"genre_scores_gemma":[0.999343,0.00014028607,0.00034520094,0.000045488683,0.000103534716,0.0000020637724,0.0000050664394,0.000002974171,0.000012396797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990412,0.00005843882,0.0004758258,0.00008670075,0.00022885905,0.00010900559],"domain_scores_gemma":[0.9994149,0.00008063949,0.00025261613,0.000031851596,0.00012093535,0.000099031415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039345355,0.00009010115,0.0001927983,0.00022616866,0.000099434554,0.000060963794,0.00004631939,0.00005282252,0.000010694746],"category_scores_gemma":[0.00029659038,0.000065587265,0.00001686807,0.00015601976,0.000078254736,0.0003287553,0.00003686955,0.00017211515,2.5875183e-8],"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":[0.000058572776,0.00014663502,0.62913877,0.00032440346,0.00009093116,0.000026698845,0.2971882,0.000010515166,0.00011628214,0.0036796636,0.0003838253,0.06883549],"study_design_scores_gemma":[0.00022944262,0.00011244363,0.84475917,0.0002468315,0.000012024589,0.0001448459,0.1508046,0.0000023223802,0.0000575363,0.0017694263,0.0017904417,0.000070937705],"about_ca_topic_score_codex":0.009743346,"about_ca_topic_score_gemma":0.0012778349,"teacher_disagreement_score":0.21562038,"about_ca_system_score_codex":0.00030183507,"about_ca_system_score_gemma":0.003106354,"threshold_uncertainty_score":0.99685085},"labels":[],"label_agreement":null},{"id":"W4400100995","doi":"10.24294/jipd.v8i6.3435","title":"Analysis and forecasting of the sacral tourism potential of Kazakhstan with a time series analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Religious Tourism and Spaces","field":"Social Sciences","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":"Savaria (Canada)","funders":"","keywords":"Time series; Series (stratigraphy); Tourism; Geography; Econometrics; Meteorology; Statistics; Geology; Mathematics; Archaeology; Paleontology","score_opus":0.004820699683614493,"score_gpt":0.2410251798668861,"score_spread":0.23620448018327161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400100995","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":[0.9960181,0.00088390475,0.0012018488,0.0008129407,0.000050714025,0.00005369339,0.000008577088,0.000004364064,0.0009658414],"genre_scores_gemma":[0.9922681,0.00038036518,0.0068371934,0.000029472982,0.00016354964,4.2026008e-7,7.040204e-7,0.000004350006,0.0003158614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987547,0.000081864426,0.00044872277,0.000101163205,0.0004541666,0.00015940961],"domain_scores_gemma":[0.99920976,0.0000741515,0.00039564553,0.00006999744,0.0001590892,0.00009132636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005033009,0.00010618694,0.00040083073,0.000607395,0.00020602442,0.00008717596,0.00013731125,0.000068211535,0.000026692493],"category_scores_gemma":[0.000079949794,0.000058694957,0.00014421076,0.0014797489,0.00028868552,0.00015857747,0.000051503775,0.0001306723,7.487473e-8],"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":[0.0007640432,0.00007775253,0.5991324,0.00054248434,0.037183944,0.00020876607,0.22532672,0.014915781,0.0029705877,0.0058700773,0.0055024857,0.10750496],"study_design_scores_gemma":[0.00067064335,0.00026603905,0.95817834,0.00031929743,0.0052297367,0.00016922325,0.008716925,0.00080728735,0.0033199026,0.0074736513,0.014406674,0.00044227132],"about_ca_topic_score_codex":0.0006480475,"about_ca_topic_score_gemma":0.00061508146,"teacher_disagreement_score":0.35904595,"about_ca_system_score_codex":0.000043129596,"about_ca_system_score_gemma":0.00063452986,"threshold_uncertainty_score":0.2393511},"labels":[],"label_agreement":null},{"id":"W4400341803","doi":"10.24294/jipd.v8i6.5185","title":"Blockchain for civil mediation in conflicts in condominiums","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministerio de Ciencia e Innovación","keywords":"Mediation; Blockchain; Political science; Law; Computer security; Law and economics; Computer science; Sociology","score_opus":0.00907363702644047,"score_gpt":0.2656031733279674,"score_spread":0.2565295363015269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400341803","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":[0.6998328,0.0021365366,0.28299382,0.013710009,0.00046714902,0.00046283344,0.0000046856553,0.000053530097,0.0003386509],"genre_scores_gemma":[0.9525915,0.00006800514,0.04678067,0.0004330751,0.00008882409,0.000020023328,6.9301086e-7,0.0000040603904,0.000013170581],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991005,0.000020555126,0.00045844243,0.00014025978,0.0001162284,0.00016399578],"domain_scores_gemma":[0.99949193,0.00018367729,0.00011093812,0.00008994605,0.00005839809,0.000065113825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060206396,0.00009310282,0.00018305864,0.0007044164,0.000034883593,0.000052861556,0.00024514957,0.00012170138,0.000003109319],"category_scores_gemma":[0.0001594587,0.000075180506,0.000023092833,0.0004222733,0.000035298715,0.000087176166,0.00006589328,0.00023794053,5.581002e-7],"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":[0.00004767122,0.000062958585,0.0026258372,0.00015382661,0.000058850874,0.00005350275,0.024479758,0.0005890848,0.0011224404,0.6444849,0.0014008272,0.3249204],"study_design_scores_gemma":[0.005206476,0.00025954598,0.103590526,0.00044308975,0.0000096415715,0.0007867835,0.00043868553,0.05336378,0.013053066,0.4563856,0.3658255,0.00063730177],"about_ca_topic_score_codex":0.000007995564,"about_ca_topic_score_gemma":0.000068406705,"teacher_disagreement_score":0.36442468,"about_ca_system_score_codex":0.00011669922,"about_ca_system_score_gemma":0.0005470272,"threshold_uncertainty_score":0.3065772},"labels":[],"label_agreement":null},{"id":"W4401230719","doi":"10.24294/jipd.v8i7.5011","title":"Exploring entrepreneurial challenges and drivers in small cities for poverty reduction by investigating insights of key stakeholders: A case study of Saint John, New Brunswick","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; Vancouver Island University","funders":"","keywords":"Key (lock); SAINT; Poverty reduction; Poverty; Business; Regional science; Political science; Economic geography; Sociology; Economic growth; Geography; Economics; Computer science; Computer security","score_opus":0.11161661253645964,"score_gpt":0.25595136801588236,"score_spread":0.1443347554794227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401230719","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":[0.99747604,0.001408255,0.0000052288783,0.00071893714,0.00012917569,0.00024346758,0.000002116752,0.000005892775,0.0000108718905],"genre_scores_gemma":[0.998046,0.00075167156,0.0010245761,0.000017923534,0.00013818301,0.000003320413,0.0000019237195,0.0000013396727,0.000015057321],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998884,0.00006156372,0.0005835385,0.00017090507,0.00014776748,0.00015221279],"domain_scores_gemma":[0.9993944,0.00015270892,0.00021626904,0.000025273936,0.00010204158,0.00010926779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002690693,0.0001397583,0.0002838422,0.0001050991,0.000071667746,0.000036902733,0.00006888521,0.000055737124,0.0000031514894],"category_scores_gemma":[0.00013507235,0.000062722866,0.00003450349,0.00016586995,0.000054101674,0.00026272997,0.000057100184,0.00012781486,1.6798445e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024751227,0.00014528589,0.020616084,0.0005645056,0.00022569559,0.00010829656,0.23479737,0.000088413544,0.021349913,0.0012505988,0.00037500614,0.7202313],"study_design_scores_gemma":[0.002713026,0.0022540404,0.60467744,0.00084038236,0.000070335496,0.0009885668,0.3388767,0.000044339187,0.023289556,0.015901295,0.009751721,0.0005926003],"about_ca_topic_score_codex":0.0017125572,"about_ca_topic_score_gemma":0.0017269832,"teacher_disagreement_score":0.7196387,"about_ca_system_score_codex":0.000106247724,"about_ca_system_score_gemma":0.0002864929,"threshold_uncertainty_score":0.25888857},"labels":[],"label_agreement":null},{"id":"W4401625229","doi":"10.24294/jipd.v8i8.4295","title":"The proliferation of neoliberal ideology: A study of international anti-corruption discourse through the lens of institutional entrepreneurship theory","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Ideology; Language change; Critical discourse analysis; Entrepreneurship; Corporate governance; Power (physics); Neoliberalism (international relations); Political science; Political economy; Transformative learning; Sociology; Economic system; Public relations; Politics; Economics; Law; Management","score_opus":0.023812437754185692,"score_gpt":0.33094475791603567,"score_spread":0.30713232016185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401625229","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":[0.99300367,0.00021520347,0.0009231816,0.0033255576,0.00097099517,0.00018789465,0.0000044835,0.000004450088,0.0013645908],"genre_scores_gemma":[0.99856246,0.00038215812,0.0004759419,0.000116428186,0.0002762854,0.0000043005925,0.0000017341918,0.0000035474293,0.00017712014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985674,0.00017093694,0.0006986214,0.00009266286,0.00034977004,0.00012058373],"domain_scores_gemma":[0.99903363,0.00022684627,0.0004359098,0.00007132103,0.00019929875,0.000032966385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011512534,0.000088795656,0.00017730922,0.00014030134,0.00024372521,0.000049295042,0.00022629346,0.000050663675,0.00005742463],"category_scores_gemma":[0.00024163008,0.00005036066,0.00005237377,0.00015054642,0.00040040145,0.00027481752,0.0000665542,0.00015345981,7.006915e-7],"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":[0.00037194687,0.00021345529,0.06861371,0.000051681996,0.00061596325,0.000005097748,0.33782133,0.0023110232,0.00047022614,0.43386048,0.00031345102,0.15535164],"study_design_scores_gemma":[0.0013367431,0.0002351946,0.85090566,0.00023475094,0.000068256944,0.000104795305,0.043612983,0.00007666961,0.0008010226,0.03563093,0.06678317,0.00020984578],"about_ca_topic_score_codex":0.00009304999,"about_ca_topic_score_gemma":0.00017860862,"teacher_disagreement_score":0.78229195,"about_ca_system_score_codex":0.00013256165,"about_ca_system_score_gemma":0.0014047127,"threshold_uncertainty_score":0.24919},"labels":[],"label_agreement":null},{"id":"W4402138927","doi":"10.24294/jipd.v8i9.4538","title":"Evaluating how and why the Government of Rwanda failed to achieve middle-income status (MICS) in 2020: Lessons for other African countries","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"International Development and Aid","field":"Social Sciences","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":"Low and middle income countries; Government (linguistics); Development economics; Middle income country; Economic growth; Political science; Developing country; Socioeconomics; Economics","score_opus":0.03222198261458346,"score_gpt":0.35233257400647283,"score_spread":0.32011059139188935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402138927","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":[0.8993343,0.0007336959,0.001754194,0.09491823,0.0005488112,0.0005214756,0.00007785501,0.000008311708,0.00210309],"genre_scores_gemma":[0.98589766,0.00023265845,0.012524667,0.00068820984,0.0002759734,0.000011040585,6.7502805e-7,0.000008543508,0.00036058438],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985174,0.00007038264,0.0003581463,0.00011355568,0.0007075514,0.00023298075],"domain_scores_gemma":[0.999164,0.00036505482,0.00018679898,0.000038312224,0.00014827754,0.000097559285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012995038,0.00011275039,0.00019215168,0.00013129714,0.00019538616,0.00017949574,0.0001416591,0.000051235627,0.00003346635],"category_scores_gemma":[0.00042260202,0.00007250104,0.000032520424,0.00019758433,0.00010500172,0.00015485164,0.000060621576,0.00013507245,2.879747e-7],"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":[0.001170248,0.000048706162,0.029022088,0.0004863157,0.0005826134,0.000018943787,0.4567127,0.00039668483,0.0010379443,0.3694781,0.005376766,0.13566887],"study_design_scores_gemma":[0.0013696705,0.00030017432,0.21192956,0.0013655552,0.00003978766,0.000022107188,0.026572846,0.00018541091,0.0014157029,0.03572704,0.7206814,0.0003907471],"about_ca_topic_score_codex":0.00008104985,"about_ca_topic_score_gemma":0.0005544103,"teacher_disagreement_score":0.7153046,"about_ca_system_score_codex":0.00038582738,"about_ca_system_score_gemma":0.0010333405,"threshold_uncertainty_score":0.29565066},"labels":[],"label_agreement":null},{"id":"W4402288253","doi":"10.24294/jipd.v8i9.7447","title":"Future policies for managing ship traffic and safety in the access channel of a new nation’s capital: A case study of Indonesia","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Maritime Security and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"Badan Riset dan Inovasi Nasional","keywords":"Transport engineering; Channel (broadcasting); Capital (architecture); Business; Maritime safety; Computer security; Telecommunications; Engineering; Computer science; Geography; Risk analysis (engineering)","score_opus":0.031142215040907348,"score_gpt":0.329050822125214,"score_spread":0.29790860708430666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402288253","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":[0.99405026,0.0015665567,0.00007833535,0.0035461886,0.00016783254,0.00028882272,0.000004514845,0.0000038165686,0.00029368507],"genre_scores_gemma":[0.9987934,0.0002450985,0.00030074123,0.00015765206,0.0004738679,0.0000032910282,4.6477712e-7,0.000004516301,0.000020972044],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99904317,0.00008787039,0.00040136636,0.00008167467,0.00025452054,0.00013140698],"domain_scores_gemma":[0.99947727,0.00015569865,0.00017798618,0.000041654068,0.000081453436,0.00006594358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007979625,0.00008648979,0.00020271933,0.0004419348,0.00021020765,0.000078653,0.00015916313,0.00006612295,0.000006305792],"category_scores_gemma":[0.000060567243,0.000060884846,0.000030779764,0.00030073486,0.00009139771,0.0002180085,0.00003381243,0.00016889794,2.1426583e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007821207,0.000048338403,0.00087949604,0.00022085501,0.00006528533,0.000072543335,0.9387038,0.000096835254,0.0000024198137,0.012520965,0.00062255014,0.046688728],"study_design_scores_gemma":[0.0026447661,0.00042362727,0.15142283,0.00040329804,0.00009710036,0.0012897204,0.7644229,0.00008499652,0.00002140457,0.021953886,0.05691451,0.00032097878],"about_ca_topic_score_codex":0.002749548,"about_ca_topic_score_gemma":0.010433336,"teacher_disagreement_score":0.17428088,"about_ca_system_score_codex":0.00009765748,"about_ca_system_score_gemma":0.00085901195,"threshold_uncertainty_score":0.58220464},"labels":[],"label_agreement":null},{"id":"W4402895862","doi":"10.24294/jipd.v8i10.8866","title":"Comparative analysis of infrastructure and resources for inclusive education: Ecuador and international perspectives","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"ICT Impact and Policies","field":"Engineering","cited_by":11,"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":"Political science; Regional science; Sociology; Environmental planning; Geography","score_opus":0.0075813775230962,"score_gpt":0.3018261934012637,"score_spread":0.29424481587816753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402895862","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":[0.9922937,0.0052879616,0.00067385775,0.0005111109,0.00022038253,0.000076208955,0.000047236135,0.0000112902,0.00087824586],"genre_scores_gemma":[0.9939578,0.0005648671,0.004957469,0.00008298355,0.00035552136,0.0000025432357,0.0000046019704,0.0000072246517,0.000066981476],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993917,0.0000114601835,0.0003127055,0.00005978536,0.00011656432,0.00010781708],"domain_scores_gemma":[0.9995043,0.00011454245,0.00009732687,0.00003955303,0.00015418045,0.00009004372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009285249,0.00014101353,0.00031045356,0.0008471893,0.000064844404,0.000087620036,0.000072934585,0.00006345006,0.000021972746],"category_scores_gemma":[0.000043779375,0.00010656683,0.000046929086,0.00027238735,0.00009087568,0.00016802346,0.000044799413,0.0001360705,7.632016e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019855413,0.000031677428,0.010615256,0.0006252392,0.009160423,0.0000034273023,0.8133798,0.008279186,0.0026656943,0.010940885,0.01168503,0.13241483],"study_design_scores_gemma":[0.00061983994,0.00014872744,0.8095673,0.0002782463,0.0005410053,0.00028963338,0.054036684,0.0025318076,0.0031998078,0.0064233686,0.12198298,0.0003806029],"about_ca_topic_score_codex":0.000008049862,"about_ca_topic_score_gemma":0.000005794344,"teacher_disagreement_score":0.79895204,"about_ca_system_score_codex":0.00010544914,"about_ca_system_score_gemma":0.00024704382,"threshold_uncertainty_score":0.43456694},"labels":[],"label_agreement":null},{"id":"W4403219263","doi":"10.24294/jipd.v8i11.8162","title":"Main trends in the tourism industry in Indonesia between 2020–2023","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Tourism; Business; Geography; Archaeology","score_opus":0.016541032387194215,"score_gpt":0.3293937427575009,"score_spread":0.31285271037030665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403219263","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":[0.9720777,0.000325834,0.000037013066,0.02348183,0.00017678524,0.00010554624,0.0000030533454,0.00000948324,0.003782739],"genre_scores_gemma":[0.99750775,0.00008351156,0.0008329243,0.000457783,0.0007023358,0.0000051176708,0.0000034882805,0.0000074054165,0.00039965962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779344,0.00053675583,0.0006488557,0.00013310458,0.0005021301,0.0003856949],"domain_scores_gemma":[0.99911594,0.00045920993,0.0001238963,0.00011155036,0.000057650006,0.00013177561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003404969,0.00016166714,0.0002742661,0.0009432785,0.0002640469,0.00020092365,0.0004183615,0.00039526436,0.000107625616],"category_scores_gemma":[0.00024818574,0.00011217097,0.00005269846,0.0016319588,0.00015806017,0.0002574645,0.000092473936,0.002068758,0.0000013580834],"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":[0.00004526774,0.000049349554,0.47500122,0.00006587085,0.000060536127,0.0006049842,0.1649052,0.000037664955,0.000004074307,0.0044969246,0.017785883,0.33694303],"study_design_scores_gemma":[0.0002870752,0.00001987136,0.82549125,0.00008520161,0.000005385322,0.000026162572,0.0100119095,0.0000016980404,0.000007581098,0.011423561,0.15251535,0.00012495079],"about_ca_topic_score_codex":0.0008737038,"about_ca_topic_score_gemma":0.0014111635,"teacher_disagreement_score":0.35049003,"about_ca_system_score_codex":0.00064513925,"about_ca_system_score_gemma":0.0024802384,"threshold_uncertainty_score":0.8987839},"labels":[],"label_agreement":null},{"id":"W4403497258","doi":"10.24294/jipd.v8i11.8066","title":"Risk-taking behavior of electric cyclists and policy recommendations: A case study","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Urban Transport and Accessibility","field":"Social Sciences","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":"Toronto Metropolitan University","funders":"","keywords":"Psychology","score_opus":0.02255527087239433,"score_gpt":0.36815536528365533,"score_spread":0.345600094411261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403497258","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":[0.9979547,0.000758617,0.00013201316,0.0005109063,0.00014085791,0.00017672135,0.000006698081,0.00001139747,0.00030808884],"genre_scores_gemma":[0.99690706,0.00028394582,0.002325775,0.000053381176,0.00038366998,0.0000037899533,6.424873e-7,0.000006481995,0.000035258552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987637,0.00010907918,0.00056129665,0.0001315404,0.0002492867,0.00018510745],"domain_scores_gemma":[0.99901354,0.00012737681,0.0005377018,0.000059613452,0.000117950876,0.00014382176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007977578,0.000111726506,0.0002166072,0.0005192679,0.00034151584,0.00011810835,0.00009839597,0.000067059445,0.00004021176],"category_scores_gemma":[0.00036713202,0.0000853427,0.00003915423,0.00057436933,0.000086532054,0.0002817359,0.000026584363,0.00026315497,2.2438923e-7],"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":[0.000017934763,0.00007975938,0.66196847,0.00003971814,0.00008741069,0.0002980466,0.05986973,0.0000016060968,0.000054027507,0.00056199305,0.000101655496,0.27691963],"study_design_scores_gemma":[0.0003258545,0.00007901867,0.98485035,0.000065705135,0.00007473307,0.00038368095,0.0073283133,0.0000035418345,0.00011037112,0.0018438231,0.004819225,0.00011535694],"about_ca_topic_score_codex":0.003872927,"about_ca_topic_score_gemma":0.0013797784,"teacher_disagreement_score":0.3228819,"about_ca_system_score_codex":0.00016145286,"about_ca_system_score_gemma":0.0014341854,"threshold_uncertainty_score":0.5854733},"labels":[],"label_agreement":null},{"id":"W4403626750","doi":"10.24294/jipd.v8i11.6482","title":"Healthy city development: Indonesian government plans to build a new capital city","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","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":"Indonesian; Government (linguistics); Indonesian government; Business; Capital city; Capital (architecture); Economic growth; Geography; Economics; Economic geography","score_opus":0.02008432977749871,"score_gpt":0.28769712406928294,"score_spread":0.26761279429178425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403626750","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":[0.9187417,0.00039069448,0.0055348496,0.06914283,0.001738348,0.00029761158,0.000011687298,0.00006525191,0.004077],"genre_scores_gemma":[0.9090737,0.00006574133,0.013668102,0.07148415,0.005454813,0.0000075738626,0.000007640452,0.00003101553,0.00020723895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973455,0.00002154829,0.0011014921,0.00027869988,0.0005485592,0.0007041699],"domain_scores_gemma":[0.999004,0.000088654226,0.00036934082,0.00012367612,0.000118740376,0.0002955899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091912795,0.0003131302,0.00049611717,0.00046811416,0.0002796369,0.00030229217,0.00029828548,0.00016288525,0.00012678263],"category_scores_gemma":[0.0004100137,0.00023870387,0.00007124256,0.0005419087,0.00003979649,0.0005505496,0.00029863644,0.0004336846,0.000042224852],"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":[0.00048732074,0.00009082537,0.03938137,0.00092185277,0.0003582304,0.00013401036,0.0044485587,0.0006394843,0.00005143985,0.049833503,0.6873201,0.21633328],"study_design_scores_gemma":[0.00038135707,0.00004551054,0.14514649,0.00013481399,0.000010695694,0.00012285056,0.00026536867,0.000042133837,0.00001574647,0.0021631548,0.8514518,0.00022008519],"about_ca_topic_score_codex":0.0011930047,"about_ca_topic_score_gemma":0.0003571217,"teacher_disagreement_score":0.2161132,"about_ca_system_score_codex":0.0006514465,"about_ca_system_score_gemma":0.0016482242,"threshold_uncertainty_score":0.97340614},"labels":[],"label_agreement":null},{"id":"W4403820056","doi":"10.24294/jipd.v8i12.8948","title":"Regional fertility characteristics of urban population of Kazakhstan at the end of the 20th–first quarter of the 21st centuries","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Fertility; Geography; Population; Demography; Archaeology; Sociology","score_opus":0.013073787368834069,"score_gpt":0.2636131699352179,"score_spread":0.2505393825663838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403820056","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":[0.99052495,0.00033314648,0.000009765238,0.0073149437,0.0005089006,0.00012327069,0.00003415323,0.0000025648478,0.0011482958],"genre_scores_gemma":[0.99910945,0.00015930984,0.000233776,0.000106212916,0.00015724449,0.0000012978423,0.0000030788335,0.0000062594777,0.00022337533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808437,0.00014381537,0.0009198081,0.00010350434,0.00058936427,0.0001591146],"domain_scores_gemma":[0.99836075,0.00023974566,0.0010036511,0.00014927614,0.00019115464,0.00005539837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071557285,0.00012890431,0.00030575355,0.00009830126,0.00029527186,0.00002346333,0.0003738771,0.000098535245,0.000090211935],"category_scores_gemma":[0.00017992828,0.000064885375,0.00015254662,0.00026308454,0.0008606496,0.00012168029,0.00012144419,0.00018242253,2.4331536e-7],"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":[0.00018976262,0.000056409674,0.8204633,0.00029206224,0.0004300153,7.8534447e-7,0.109167114,0.000038375834,0.0003699859,0.047288693,0.0063124816,0.015391045],"study_design_scores_gemma":[0.00013947015,0.00001557153,0.95018333,0.00019115528,0.000023787214,0.000007529961,0.0019058556,0.0000020895466,0.00080256764,0.0032969853,0.043369077,0.00006255547],"about_ca_topic_score_codex":0.00037672496,"about_ca_topic_score_gemma":0.00043016416,"teacher_disagreement_score":0.12972008,"about_ca_system_score_codex":0.00032652702,"about_ca_system_score_gemma":0.0010473173,"threshold_uncertainty_score":0.31710994},"labels":[],"label_agreement":null},{"id":"W4403855657","doi":"10.24294/jipd.v8i12.8978","title":"Kambo tourism village masterplan: Community participation in tourism development","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"Direktorat Jenderal Pendidikan Tinggi; Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi","keywords":"Tourism; Business; Community development; Environmental planning; Economic growth; Regional science; Geography; Economics; Archaeology","score_opus":0.029158723158285226,"score_gpt":0.36264593010484675,"score_spread":0.33348720694656153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403855657","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":[0.9737858,0.00047549527,0.00039054337,0.0030957537,0.0004842099,0.00018853202,0.0000024465364,0.000030207348,0.021546971],"genre_scores_gemma":[0.98997533,0.00017907556,0.008366566,0.00025505107,0.00060823624,0.000005188204,0.0000024189774,0.0000131663155,0.00059499335],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975631,0.00038160392,0.00064441503,0.00013754198,0.0007965672,0.0004767208],"domain_scores_gemma":[0.9989854,0.0002863075,0.0001647373,0.0001092426,0.0001507006,0.00030357696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023598026,0.00017076096,0.0002717347,0.00079844863,0.0005031379,0.00032538947,0.0003614903,0.0001512428,0.00016486066],"category_scores_gemma":[0.0004703951,0.00014298035,0.00004379765,0.00045494185,0.00015519463,0.0004748257,0.00017995584,0.0007814394,0.000021015792],"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":[0.00022107038,0.0002678289,0.012141042,0.00035245248,0.0003686654,0.0017864421,0.3294917,0.00024214592,0.0006104473,0.015395032,0.028797204,0.61032593],"study_design_scores_gemma":[0.0008232384,0.00010656156,0.3747865,0.0005457397,0.000014856852,0.000068133806,0.01218731,0.000028745213,0.0016657758,0.010036716,0.5993385,0.00039794826],"about_ca_topic_score_codex":0.00064512686,"about_ca_topic_score_gemma":0.0007380896,"teacher_disagreement_score":0.609928,"about_ca_system_score_codex":0.00067910086,"about_ca_system_score_gemma":0.0025742946,"threshold_uncertainty_score":0.583057},"labels":[],"label_agreement":null},{"id":"W4403905795","doi":"10.24294/jipd.v8i12.6185","title":"Harnessing community participation tourism development in Himalayan region of Uttarakhand State, India","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Tourism; State (computer science); Geography; Community participation; Community development; Regional science; Economic growth; Environmental planning; Political science; Environmental protection; Socioeconomics; Sociology; Computer science; Economics; Archaeology","score_opus":0.024333483185510915,"score_gpt":0.3174796219999159,"score_spread":0.293146138814405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403905795","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":[0.9952696,0.0011226118,0.0016690837,0.00047316912,0.00043904973,0.00015720756,0.0000016658068,0.000021819335,0.00084578636],"genre_scores_gemma":[0.9874852,0.00038916577,0.011546037,0.00015425165,0.00022327696,0.0000065274144,0.0000035659427,0.000015520822,0.00017650049],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99745524,0.00032839642,0.0010946192,0.00014761214,0.0005702687,0.00040386885],"domain_scores_gemma":[0.9988435,0.00020830827,0.00041657127,0.00010090563,0.00020472608,0.00022602068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016922511,0.00020847953,0.00038827662,0.00080437236,0.0004245301,0.00014910164,0.00023222821,0.0001556375,0.00002625356],"category_scores_gemma":[0.0002752861,0.0001765964,0.00005814086,0.0005800194,0.00018568157,0.00044754674,0.00009768946,0.0005824903,0.0000019715774],"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":[0.00014198215,0.00013416733,0.04208306,0.00031396456,0.00018958625,0.00019445375,0.6928881,0.00016526211,0.00020348089,0.0011590397,0.002632358,0.25989458],"study_design_scores_gemma":[0.0007192341,0.000080424914,0.85472924,0.00092465343,0.000017531102,0.00007532689,0.010879934,0.000013268608,0.0030765506,0.0051790397,0.123960994,0.00034381106],"about_ca_topic_score_codex":0.00075691997,"about_ca_topic_score_gemma":0.0007043803,"teacher_disagreement_score":0.81264615,"about_ca_system_score_codex":0.0006554927,"about_ca_system_score_gemma":0.0037277131,"threshold_uncertainty_score":0.7201392},"labels":[],"label_agreement":null},{"id":"W4403991647","doi":"10.24294/jipd.v8i12.8404","title":"Exploring the challenges and barriers to implementing public auditor recommendations in Ghana’s public sector","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Public sector; Audit; Business; Accounting; Political science","score_opus":0.11164383293967146,"score_gpt":0.2984534046727683,"score_spread":0.18680957173309687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403991647","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":[0.8260131,0.0013086033,0.00022911993,0.16604954,0.0015699747,0.00031743024,0.0000029983935,0.000060644412,0.0044485745],"genre_scores_gemma":[0.9929017,0.00024212502,0.0019965426,0.0021910097,0.0025872157,0.000031770145,0.000003052718,0.000024221043,0.000022378845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839765,0.00003317895,0.00056512764,0.0002207716,0.00029471138,0.0004885475],"domain_scores_gemma":[0.999275,0.00012282579,0.00021094417,0.000112159345,0.00016031649,0.000118731805],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014407653,0.00020575046,0.00022258735,0.001619102,0.00030840447,0.0011491578,0.00026916072,0.000045714543,0.0000903167],"category_scores_gemma":[0.0011621509,0.00014250654,0.0000362123,0.000768725,0.000037724683,0.0025944565,0.00039851243,0.00034298323,0.000006894727],"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":[0.00003454166,0.000024103749,0.0087745935,0.00057340966,0.00031363498,0.000037773272,0.019641757,0.000012354211,0.00024458233,0.2032552,0.0153918285,0.7516962],"study_design_scores_gemma":[0.00032669996,0.000013678811,0.06482229,0.00018588091,0.000012143973,0.00004921397,0.0075967954,0.00007203045,0.000062442756,0.0027602098,0.9238664,0.00023223957],"about_ca_topic_score_codex":0.00003377691,"about_ca_topic_score_gemma":0.00034912615,"teacher_disagreement_score":0.90847456,"about_ca_system_score_codex":0.00018591895,"about_ca_system_score_gemma":0.0005678447,"threshold_uncertainty_score":0.99988776},"labels":[],"label_agreement":null},{"id":"W4404018732","doi":"10.24294/jipd.v8i12.6214","title":"Literature review of impacts of mega-sport global events on destination sustainability and sustainability marketing—Reflection on Qatar 2022 FIFA World Cup","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Mega-; Sustainability; Reflection (computer programming); Business; Marketing; Computer science","score_opus":0.011071925938599859,"score_gpt":0.35233100384048527,"score_spread":0.3412590779018854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404018732","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":[0.98402965,0.009822939,0.000039343162,0.0039452054,0.0003462228,0.0004706699,0.00001591658,0.000014241547,0.0013157834],"genre_scores_gemma":[0.9922654,0.006449876,0.0005269368,0.00032046752,0.00022859244,0.0000029729024,0.000007952006,0.000007266259,0.00019051967],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99783283,0.00019859924,0.00075850263,0.00020145591,0.0007098339,0.00029877326],"domain_scores_gemma":[0.9979842,0.00017930316,0.0005479105,0.00011923163,0.00091990374,0.00024949803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035286946,0.00019790001,0.0004166055,0.00038923416,0.00017404277,0.000052841347,0.00012774314,0.000114756935,0.000043980548],"category_scores_gemma":[0.003646003,0.00014787202,0.0000953783,0.0010969361,0.00013205851,0.00033129257,0.000046339195,0.0003240513,1.2622748e-7],"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":[0.0033785347,0.0005385498,0.32011533,0.040527273,0.00047923235,0.00018823108,0.02584032,0.00013139489,0.00008515195,0.070716746,0.013484926,0.5245143],"study_design_scores_gemma":[0.00046833194,0.00033316173,0.8351134,0.011641807,0.00006130999,0.00008641708,0.0005969096,0.0000032961639,0.00029519555,0.022603622,0.12857518,0.00022136913],"about_ca_topic_score_codex":0.00015258483,"about_ca_topic_score_gemma":0.00010914496,"teacher_disagreement_score":0.52429295,"about_ca_system_score_codex":0.0015242303,"about_ca_system_score_gemma":0.0034529804,"threshold_uncertainty_score":0.61254394},"labels":[],"label_agreement":null},{"id":"W4404027466","doi":"10.24294/jipd.v8i12.9302","title":"An evaluation and comparative analysis of higher education health and sustainability: India’s performance and global","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Political science; Regional science; Sociology; Biology","score_opus":0.022713254663433376,"score_gpt":0.4092630362007186,"score_spread":0.3865497815372852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404027466","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":[0.9916255,0.0043559317,0.000055623423,0.0029276507,0.0001749378,0.00014806255,0.000003986459,0.000004314435,0.0007039996],"genre_scores_gemma":[0.99570066,0.0010204739,0.0026029702,0.0004383415,0.00012709931,0.000004322897,0.0000050510876,0.0000017124797,0.000099379766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988692,0.00012482429,0.00036928797,0.00013845408,0.0003651698,0.00013309841],"domain_scores_gemma":[0.9990748,0.000047256628,0.00024323419,0.00004543534,0.00036537513,0.00022387916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008660516,0.00009299504,0.00024394385,0.0002892735,0.00020231702,0.00011236819,0.000047210302,0.000052285417,0.000027116665],"category_scores_gemma":[0.000052725154,0.00007494375,0.000014583488,0.00057064707,0.00015442421,0.0003744447,0.000019967667,0.00008383209,9.079952e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042649655,0.00004699671,0.47447273,0.00018964335,0.0003507167,4.2284162e-7,0.16438325,0.000060352424,0.000003935604,0.032141235,0.0011952479,0.32711282],"study_design_scores_gemma":[0.00013108194,0.0000658393,0.93551165,0.000055523808,0.000058934118,0.0000067681635,0.007097101,0.000048627364,0.000007253419,0.0031327198,0.05380986,0.000074663505],"about_ca_topic_score_codex":0.00031337456,"about_ca_topic_score_gemma":0.00010830384,"teacher_disagreement_score":0.4610389,"about_ca_system_score_codex":0.00056541315,"about_ca_system_score_gemma":0.008028972,"threshold_uncertainty_score":0.9975946},"labels":[],"label_agreement":null},{"id":"W4404366703","doi":"10.24294/jipd8236","title":"Navigating Ghana’s monetary policy evolution and the potential of central bank digital currencies","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Economic Growth and Development","field":"Computer Science","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":"Savaria (Canada)","funders":"","keywords":"Monetary policy; Digital currency; Central bank; Economics; Financial system; Monetary economics; Business; Currency","score_opus":0.004877669718082593,"score_gpt":0.22275423729395594,"score_spread":0.21787656757587334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404366703","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":[0.85388774,0.0050402074,0.13380167,0.005767371,0.00082545105,0.00015437399,0.000010161399,0.000028067241,0.00048498233],"genre_scores_gemma":[0.981298,0.00014739577,0.017960664,0.00019974847,0.00037110914,0.0000012346359,0.0000014597023,0.0000052591768,0.000015097861],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986564,0.000032252086,0.00063400064,0.00016039482,0.00024297109,0.00027396865],"domain_scores_gemma":[0.99933225,0.00008832197,0.0002470738,0.00009797014,0.00007887896,0.00015552253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032626538,0.00016101643,0.000255444,0.0001880373,0.0001333142,0.0003110584,0.0002884122,0.000056790268,0.000002980205],"category_scores_gemma":[0.000112252135,0.00010105528,0.00006319803,0.00024948342,0.00016320181,0.0006566443,0.0002429697,0.0002929362,0.0000010145359],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010227729,0.000023488708,0.006519185,0.00023540501,0.0003457941,0.00004247785,0.022853848,0.0006605755,0.0002244612,0.17631166,0.00092741655,0.7917534],"study_design_scores_gemma":[0.0040518963,0.00024097333,0.7614849,0.0011515667,0.00005510014,0.0048007723,0.0019913227,0.019355886,0.0024831004,0.18922834,0.01430011,0.0008559845],"about_ca_topic_score_codex":0.000058321166,"about_ca_topic_score_gemma":0.0000026359853,"teacher_disagreement_score":0.7908974,"about_ca_system_score_codex":0.00016297268,"about_ca_system_score_gemma":0.0013813867,"threshold_uncertainty_score":0.41209146},"labels":[],"label_agreement":null},{"id":"W4404366762","doi":"10.24294/jipd9230","title":"“Are there truly acoustic melodies on hillsides?” Can such human-based manufactured soundscapes be an asset to tourism destinations?","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Noise Effects and Management","field":"Health Professions","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":"Savaria (Canada)","funders":"","keywords":"Soundscape; Melody; Asset (computer security); Tourism; Destinations; Business; Computer science; Acoustics; Musical; Geography; Sound (geography); Visual arts; Art; Physics","score_opus":0.041136435174422635,"score_gpt":0.39911555268191323,"score_spread":0.3579791175074906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404366762","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":[0.9793316,0.00024911275,0.002183578,0.015078856,0.00095329795,0.0006856184,0.000058223293,0.00008297322,0.0013767411],"genre_scores_gemma":[0.98324585,0.000017696157,0.0051754178,0.009878555,0.0009185146,0.00003738859,0.000017376587,0.000037614696,0.00067158276],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99788076,0.00023850854,0.0007021209,0.00025904915,0.00046796582,0.00045157838],"domain_scores_gemma":[0.998419,0.0004270238,0.00040777825,0.00018200101,0.00021141744,0.00035279442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065724854,0.0003083341,0.0004008994,0.0007614761,0.00082494173,0.00012425127,0.00021141325,0.00016290351,0.00022180389],"category_scores_gemma":[0.00030604057,0.00020957609,0.00006149482,0.00022615334,0.000038039823,0.00013656299,0.0000827733,0.00067848875,0.000010235208],"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":[0.0009665741,0.00049806206,0.016932921,0.0059991367,0.0018437695,0.002049991,0.07239944,0.026178146,0.009697636,0.020375215,0.6709755,0.1720836],"study_design_scores_gemma":[0.0016193936,0.0007332879,0.7443581,0.002263939,0.00013378283,0.000045714314,0.004706353,0.000121316836,0.0018697806,0.009097083,0.2343901,0.0006611531],"about_ca_topic_score_codex":0.00011165427,"about_ca_topic_score_gemma":0.00077312416,"teacher_disagreement_score":0.72742516,"about_ca_system_score_codex":0.0005459661,"about_ca_system_score_gemma":0.0009190217,"threshold_uncertainty_score":0.8546265},"labels":[],"label_agreement":null},{"id":"W4404548261","doi":"10.24294/jipd8241","title":"The impact of technological innovations on audit transparency, objectivity, and assurance in the digital era","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Advanced Technologies in Various Fields","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Audit; Objectivity (philosophy); Transparency (behavior); Documentation; Stakeholder; Information technology audit; Knowledge management; Subject matter; Accounting; Business; Process management; Internal audit; Computer science; Public relations; Political science; Joint audit","score_opus":0.01034172753266644,"score_gpt":0.28935533970454336,"score_spread":0.2790136121718769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404548261","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":[0.7555011,0.0009878326,0.22788765,0.013307804,0.00016310833,0.00019891746,0.000008064919,0.00006733796,0.0018781626],"genre_scores_gemma":[0.9880283,0.00020651589,0.011665411,0.00006727252,0.000022458988,0.0000031187856,1.4521511e-7,0.0000026154119,0.0000041971102],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99916553,0.000020993306,0.00034141573,0.00011485691,0.0002039885,0.00015319778],"domain_scores_gemma":[0.99912417,0.0005144361,0.00012903348,0.00016601288,0.00004719503,0.000019176581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032681026,0.000109626,0.00014142483,0.00026543744,0.000111205256,0.00016904525,0.0005423941,0.000097655444,6.5878663e-7],"category_scores_gemma":[0.00043161947,0.00004952904,0.00003176654,0.0007333356,0.00019588518,0.00024165912,0.00012001945,0.000589505,1.9118276e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015133872,0.000024132449,0.0032949192,0.000015866499,0.00005261343,0.000031611788,0.001598296,0.00060795026,0.00015096732,0.21130817,0.00036857248,0.7825318],"study_design_scores_gemma":[0.00033453183,0.00052128505,0.6269417,0.00020671872,0.0000033742601,0.001048698,0.0002350268,0.0005046498,0.0013308495,0.36000985,0.008677417,0.00018588646],"about_ca_topic_score_codex":0.0000042168404,"about_ca_topic_score_gemma":0.000005721511,"teacher_disagreement_score":0.7823459,"about_ca_system_score_codex":0.000091222704,"about_ca_system_score_gemma":0.00042373117,"threshold_uncertainty_score":0.25611386},"labels":[],"label_agreement":null},{"id":"W4405417331","doi":"10.24294/jipd9960","title":"Effects of road users’ education programmes on driving behaviour in Nigeria","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Likert scale; Transport engineering; Exploratory factor analysis; Constraint (computer-aided design); Road traffic safety; Road traffic; Scale (ratio); Aggressive driving; Business; Engineering; Human factors and ergonomics; Applied psychology; Psychology; Poison control; Marketing; Geography; Environmental health; Medicine; Service (business)","score_opus":0.003019864357777182,"score_gpt":0.23452958650472255,"score_spread":0.23150972214694537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405417331","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":[0.9975175,0.001077938,0.0004048224,0.00007969935,0.00060265715,0.00008926777,5.4136547e-7,0.000023055281,0.00020447983],"genre_scores_gemma":[0.99515575,0.00015164466,0.0044553904,0.00002890073,0.00017091108,0.000003330397,9.46747e-7,0.000012408446,0.000020725296],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993273,0.000013259306,0.00033738202,0.00006351994,0.00012814389,0.00013038506],"domain_scores_gemma":[0.9997777,0.000039994553,0.000051372717,0.000037424856,0.000025768926,0.00006777093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010358828,0.000112151174,0.00016875555,0.00035123757,0.000019928095,0.00002676216,0.00006024267,0.000070538306,0.0000045812217],"category_scores_gemma":[0.000029035222,0.00008452029,0.00003122285,0.00016491128,0.00001583383,0.000086819644,0.000012374551,0.00020979806,8.3906616e-7],"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":[0.000030470583,0.00007278603,0.03623394,0.00082979415,0.00012698624,0.0000347036,0.014384842,0.005552249,0.0017118148,0.00080191466,0.0014650947,0.9387554],"study_design_scores_gemma":[0.0002549436,0.000056721055,0.9868112,0.0008109854,0.000009221795,0.00007147502,0.0002273092,0.00008909745,0.0057518366,0.00020694335,0.005595509,0.000114749],"about_ca_topic_score_codex":0.000005800128,"about_ca_topic_score_gemma":0.000010758583,"teacher_disagreement_score":0.95057726,"about_ca_system_score_codex":0.00012829964,"about_ca_system_score_gemma":0.00035948472,"threshold_uncertainty_score":0.3446637},"labels":[],"label_agreement":null},{"id":"W4405468305","doi":"10.24294/jipd9391","title":"Temporal and mode-based accessibility to urban tourism spots: A spatial travel time analysis—Budapest","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Urban Transport and Accessibility","field":"Social Sciences","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":"Savaria (Canada)","funders":"","keywords":"Visitor pattern; Tourism; Public transport; Transport engineering; Mode (computer interface); Computer science; Travel time; Geography; Engineering","score_opus":0.010283721302895227,"score_gpt":0.30522647071823683,"score_spread":0.2949427494153416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405468305","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":[0.98870873,0.00028064856,0.0077172862,0.0018895031,0.00016723963,0.00016669299,0.000023929635,0.000025725658,0.0010202447],"genre_scores_gemma":[0.99242294,0.000011940208,0.0062107025,0.00042671425,0.00067585247,0.0000025063061,0.0000070427254,0.000009223136,0.00023310474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981636,0.00008548436,0.00065371784,0.00028906553,0.00049999804,0.0003081508],"domain_scores_gemma":[0.99903625,0.00009701377,0.00017581484,0.000112034875,0.00014325666,0.00043563306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000851863,0.00019768662,0.00042670182,0.00059972913,0.00028995815,0.00032167742,0.0002322779,0.00014373679,0.00022292657],"category_scores_gemma":[0.000114662835,0.00014886625,0.000116585914,0.0008285995,0.00017675821,0.00035227172,0.00003736612,0.0002758967,0.0000034751365],"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":[0.0004188922,0.00013176096,0.8274627,0.00021221621,0.0008887779,0.0001669744,0.049192477,0.0003550388,0.00050204515,0.00076046475,0.0030087128,0.11689999],"study_design_scores_gemma":[0.00031320527,0.000042653617,0.9764227,0.000067243476,0.00014097846,0.0000036415224,0.00024345775,0.00031909553,0.00034667982,0.0017042792,0.020173922,0.00022214236],"about_ca_topic_score_codex":0.0011372352,"about_ca_topic_score_gemma":0.000969973,"teacher_disagreement_score":0.14896005,"about_ca_system_score_codex":0.00021422707,"about_ca_system_score_gemma":0.0017912138,"threshold_uncertainty_score":0.60705894},"labels":[],"label_agreement":null},{"id":"W4405477243","doi":"10.24294/jipd9664","title":"Methodological approaches in prioritizing municipal projects: A case study of the municipality of the holy capital (Makkah)","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Construction Project Management and Performance","field":"Decision Sciences","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":"Employment and Social Development Canada","funders":"","keywords":"Capital city; Capital (architecture); Environmental planning; Business; Geography; Archaeology","score_opus":0.3746583956089743,"score_gpt":0.4365100276168244,"score_spread":0.0618516320078501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405477243","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":[0.9981042,0.000288001,0.000094675495,0.0003100593,0.0004162305,0.00033091093,0.0000029381827,0.0000034750644,0.00044950168],"genre_scores_gemma":[0.9962984,0.000017726195,0.003484646,0.000049660695,0.00008168168,0.0000041955986,6.316311e-8,0.0000044164076,0.000059208916],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99678713,0.00069820293,0.0013025547,0.00019367122,0.000844734,0.00017373027],"domain_scores_gemma":[0.9981438,0.00074447895,0.0006156618,0.00031227534,0.00013941244,0.000044384433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049287025,0.0001479529,0.00039843915,0.00050853466,0.00015734877,0.000102815655,0.00062430295,0.00007255188,0.000018362036],"category_scores_gemma":[0.0014310675,0.00006522726,0.00011080915,0.0013121738,0.0002348516,0.00023735061,0.0005680471,0.00046621385,2.3096929e-7],"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":[0.00021215231,0.00022606138,0.3393718,0.0002196065,0.00030122214,0.0002230284,0.35859272,0.0012561246,0.00042513938,0.006315898,0.00017341606,0.29268283],"study_design_scores_gemma":[0.0010746415,0.00023226488,0.81596017,0.00024528362,0.00005167533,0.0039543295,0.16577916,0.00080230745,0.0006470302,0.007836976,0.0032244704,0.0001916623],"about_ca_topic_score_codex":0.00043309055,"about_ca_topic_score_gemma":0.0004044136,"teacher_disagreement_score":0.4765884,"about_ca_system_score_codex":0.00007665172,"about_ca_system_score_gemma":0.0005611893,"threshold_uncertainty_score":0.26598904},"labels":[],"label_agreement":null},{"id":"W4405595656","doi":"10.24294/jipd9923","title":"A quarter century of public health research trends in developing countries: Bibliometric analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Public health; Regional science; Bibliometrics; Political science; Geography; Library science; Medicine; Computer science; Archaeology","score_opus":0.10251859017257081,"score_gpt":0.40471523988786373,"score_spread":0.3021966497152929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405595656","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":[0.6840433,0.008981902,0.0048391684,0.29622555,0.000970573,0.00023048937,0.000013939661,0.00004353598,0.0046515367],"genre_scores_gemma":[0.9784521,0.0026139014,0.0028791614,0.015012944,0.0009837801,0.00000430883,0.000015204089,0.000014962698,0.000023676832],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669933,0.00013329925,0.001490423,0.00021755429,0.00062545174,0.0008339143],"domain_scores_gemma":[0.9983234,0.00032151025,0.00052516547,0.00012336491,0.0005972293,0.000109368266],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0074476833,0.00018217566,0.00068817456,0.14454797,0.00016055601,0.00031007352,0.0002734518,0.00013268404,0.000108128865],"category_scores_gemma":[0.000793099,0.0001341962,0.00010252283,0.1139317,0.000115142495,0.0007453436,0.0001726233,0.0004508852,0.0000062761387],"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":[0.00006032289,0.000073681775,0.10082552,0.0020190328,0.0009980575,0.00004549763,0.0042374055,0.00060736807,0.0000050730837,0.19434297,0.28647295,0.41031215],"study_design_scores_gemma":[0.0001791309,0.000020087675,0.3533375,0.00008543474,0.0000097068805,0.000015849493,0.0004273278,0.00027265298,6.2950636e-7,0.00091896974,0.6446541,0.00007858618],"about_ca_topic_score_codex":0.0020195604,"about_ca_topic_score_gemma":0.0002145839,"teacher_disagreement_score":0.41023356,"about_ca_system_score_codex":0.00052216474,"about_ca_system_score_gemma":0.0017281519,"threshold_uncertainty_score":0.9049021},"labels":[],"label_agreement":null},{"id":"W4406001457","doi":"10.24294/jipd10946","title":"Innovative sustainability practices in ecotourism and the hotel industry: Insights into circular economy and community integration","year":2025,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Ecotourism; Circular economy; Sustainability; Business; Tourism; Marketing; Environmental resource management; Geography; Economics; Ecology","score_opus":0.011876474752470216,"score_gpt":0.27693237361469003,"score_spread":0.2650558988622198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406001457","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":[0.98412454,0.00014003173,0.0004987592,0.0104907295,0.00011021234,0.00024006599,1.3365691e-7,0.0000053344165,0.0043901834],"genre_scores_gemma":[0.99247426,0.000041659026,0.0008702037,0.0064087207,0.0001475903,0.000009367303,0.0000031246132,0.0000045793076,0.000040500167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99894434,0.00009655447,0.0006394337,0.00011229794,0.00007905889,0.0001282995],"domain_scores_gemma":[0.9982755,0.0002007532,0.0008828687,0.00009052341,0.0005358894,0.000014460395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018413039,0.00015296148,0.00028051226,0.00066142547,0.00042989972,0.000302178,0.00013236928,0.00014965616,0.000008045324],"category_scores_gemma":[0.0013619422,0.000103695485,0.00001393517,0.0004849148,0.00023255507,0.0008884503,0.00021501166,0.0009874265,3.2222744e-7],"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":[0.0005264618,0.00013428155,0.28789526,0.0009295916,0.00038575483,0.000011880154,0.058693044,0.00006269258,0.000048053997,0.48991254,0.0023878887,0.15901257],"study_design_scores_gemma":[0.0021147963,0.000008416656,0.64585257,0.000081211714,0.0000118848375,0.000010223514,0.017386222,0.00012221308,0.000065536544,0.24087024,0.09332889,0.00014779855],"about_ca_topic_score_codex":0.0005313008,"about_ca_topic_score_gemma":0.00012959412,"teacher_disagreement_score":0.35795733,"about_ca_system_score_codex":0.0002899146,"about_ca_system_score_gemma":0.000682808,"threshold_uncertainty_score":0.42899317},"labels":[],"label_agreement":null},{"id":"W4406042366","doi":"10.24294/jipd8156","title":"Factors influencing and moderating the satisfaction with banking services: A case study in Hungary","year":2025,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","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":"Savaria (Canada)","funders":"","keywords":"Business; Customer satisfaction; Psychology; Business administration; Marketing","score_opus":0.017188924393506323,"score_gpt":0.267743495217581,"score_spread":0.2505545708240747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406042366","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":[0.99897176,0.000086862456,0.00015997782,0.0003553854,0.00006485417,0.00015602044,2.0989854e-7,0.000008072205,0.00019687122],"genre_scores_gemma":[0.9974666,0.0000038133041,0.00037900236,0.0019856773,0.00015226171,0.0000024828125,4.5111275e-7,0.000006028519,0.00000363517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991004,0.000025571406,0.0004281086,0.00011803985,0.00017713882,0.0001507381],"domain_scores_gemma":[0.99942374,0.00007728048,0.0003092037,0.00007180797,0.00010394239,0.000014009002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046032536,0.00015316113,0.00021125677,0.0004335966,0.00037225115,0.00030479694,0.00007689323,0.000044285694,0.0000062699955],"category_scores_gemma":[0.000027194024,0.000088221976,0.000014280072,0.00039066913,0.00002385492,0.00081631646,0.000111471774,0.0002798653,1.3825392e-7],"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":[0.00004716995,0.000017108016,0.96126753,0.00026834843,0.0000747861,0.00009712128,0.018521002,0.00087031425,0.00002051318,0.000585937,0.000006750773,0.018223397],"study_design_scores_gemma":[0.0007215617,0.000015109908,0.94080293,0.0002313682,0.0000331769,0.00019057095,0.05607446,0.00037143147,0.000010841551,0.0010018492,0.0004356674,0.000111006106],"about_ca_topic_score_codex":0.006296832,"about_ca_topic_score_gemma":0.015237809,"teacher_disagreement_score":0.037553456,"about_ca_system_score_codex":0.00006800483,"about_ca_system_score_gemma":0.00014614919,"threshold_uncertainty_score":0.95189685},"labels":[],"label_agreement":null},{"id":"W4406126985","doi":"10.24294/jipd10825","title":"The impact of entrepreneurial orientation on the international performance of SMEs: Mediating role of social capital and global mindset","year":2025,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Mindset; Entrepreneurial orientation; Social capital; Business; Orientation (vector space); Entrepreneurship; Psychology; Sociology; Computer science","score_opus":0.005574671798262487,"score_gpt":0.25478982290601554,"score_spread":0.24921515110775305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406126985","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":[0.99777573,0.00010904418,0.000003134185,0.00077707716,0.000181806,0.000050362716,0.0000061138912,0.0000011021415,0.0010956343],"genre_scores_gemma":[0.99940574,0.00008227711,0.000066835295,0.00011678357,0.00032020523,8.9420735e-7,0.0000015529657,0.0000016220245,0.000004101413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920326,0.000009528321,0.0004148937,0.000059138307,0.00022581023,0.00008734641],"domain_scores_gemma":[0.9989608,0.0001017257,0.00067879225,0.00003843095,0.0002138228,0.0000064228634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024079903,0.00008285094,0.00014820838,0.00008875725,0.00014361482,0.000043464035,0.00014778473,0.00002708131,0.000011950413],"category_scores_gemma":[0.0002581828,0.000042242773,0.000046583624,0.00014582925,0.000107019696,0.00016171287,0.00010797009,0.000068884874,1.1005016e-7],"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":[0.00041830514,0.000026745343,0.93082976,0.00006415397,0.00031760172,3.1762735e-7,0.003991575,0.0003676539,0.0007928255,0.014489401,0.0008264416,0.04787522],"study_design_scores_gemma":[0.00044695043,0.000038428178,0.9911365,0.00006805889,0.000018608693,0.000002398828,0.0025123188,0.00008134001,0.001705195,0.0031236277,0.00082350307,0.000043063937],"about_ca_topic_score_codex":0.00009206131,"about_ca_topic_score_gemma":0.000011004377,"teacher_disagreement_score":0.06030675,"about_ca_system_score_codex":0.00003787378,"about_ca_system_score_gemma":0.00012932443,"threshold_uncertainty_score":0.17226103},"labels":[],"label_agreement":null},{"id":"W4406128857","doi":"10.24294/jipd9808","title":"The structure of the Hungarian insurance market and the invariant distribution of market shares","year":2025,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Insurance and Financial Risk Management","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":"Savaria (Canada)","funders":"","keywords":"Market share analysis; Market share; Market structure; Factor market; Distribution (mathematics); Market concentration; Economics; Market microstructure; Life insurance; Index (typography); Business; Microeconomics; Order (exchange); Actuarial science; Finance; Mathematics","score_opus":0.005346437433189414,"score_gpt":0.20004646055202996,"score_spread":0.19470002311884055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406128857","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":[0.96819323,0.008857849,0.00250513,0.008974255,0.0010741524,0.00057930563,0.00045268706,0.000004159111,0.00935922],"genre_scores_gemma":[0.9970696,0.0018993154,0.0003288722,0.000364033,0.000074794174,0.0000018754005,0.0000014001618,0.000004461161,0.000255648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99869096,0.000052849766,0.000893889,0.000112850816,0.00008755309,0.00016192201],"domain_scores_gemma":[0.9985054,0.00017180854,0.0009980092,0.00019418904,0.00010273599,0.000027838983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087558554,0.00012990934,0.0003638494,0.000103099155,0.00030858416,0.000057423807,0.0003423833,0.000075734744,0.00002265622],"category_scores_gemma":[0.0005700541,0.00006671958,0.000075999415,0.00029534582,0.0003013227,0.00009514482,0.00017121279,0.0002311808,1.4684778e-7],"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":[0.00083291804,0.000024180767,0.17999426,0.00021192952,0.00039278856,0.0000013796846,0.0021121774,0.00009111375,0.00003949069,0.76150095,0.014013082,0.040785726],"study_design_scores_gemma":[0.00086593244,0.000015661893,0.8402674,0.000084471976,0.0000088483275,0.000009007346,0.00010892774,0.00004206883,0.00027820736,0.07474449,0.083512105,0.00006284134],"about_ca_topic_score_codex":0.00008187439,"about_ca_topic_score_gemma":0.00005043359,"teacher_disagreement_score":0.6867565,"about_ca_system_score_codex":0.00006548554,"about_ca_system_score_gemma":0.00017422046,"threshold_uncertainty_score":0.27207455},"labels":[],"label_agreement":null},{"id":"W4406211102","doi":"10.24294/jipd10015","title":"Exploring the influence of eWOM in live streaming on consumer purchase intentions in China: A qualitative analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Assumption University","funders":"","keywords":"Credibility; Immediacy; Moderation; Information quality; Purchasing; Social media; Source credibility; Live streaming; Psychology; Advertising; Business; Marketing; Information system; Computer science; Social psychology; World Wide Web","score_opus":0.032902257048924737,"score_gpt":0.36350700455823026,"score_spread":0.3306047475093055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406211102","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":[0.99556315,0.000057963654,0.00003370841,0.0014840602,0.00007205376,0.00007196971,0.0000026170853,0.0000023462019,0.0027121503],"genre_scores_gemma":[0.99904126,0.00019741764,0.0005730536,0.00011583438,0.000029758055,0.000006030126,3.434792e-7,0.000001922517,0.000034404977],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986877,0.00029445952,0.0004845601,0.00008009206,0.00029135746,0.00016183082],"domain_scores_gemma":[0.99879587,0.00070666656,0.00024521578,0.00006173046,0.00013506258,0.000055442273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014831463,0.00007970889,0.0002491266,0.0007589746,0.00014024676,0.00003998029,0.00017744345,0.000038277314,0.000003748936],"category_scores_gemma":[0.0052303444,0.000056230812,0.000052557654,0.0011979898,0.0002263367,0.00019085953,0.00005283685,0.00024362547,1.885391e-7],"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":[0.000119015946,0.00007085729,0.09074925,0.00003068782,0.00031375096,0.000009448338,0.83725476,0.0019219697,0.000036653546,0.016539015,0.000028002976,0.052926607],"study_design_scores_gemma":[0.0002398191,0.000020104317,0.88978595,0.00030015374,0.000020526168,4.3381854e-7,0.102079906,0.0000028175466,0.00003855107,0.006860072,0.0005957631,0.00005593128],"about_ca_topic_score_codex":0.0016428332,"about_ca_topic_score_gemma":0.0024715278,"teacher_disagreement_score":0.7990367,"about_ca_system_score_codex":0.00020587097,"about_ca_system_score_gemma":0.000789136,"threshold_uncertainty_score":0.62615883},"labels":[],"label_agreement":null},{"id":"W4407233220","doi":"10.24294/jipd10176","title":"Exploring the frontiers of artificial intelligence: A bibliometric analysis of high-impact research up to 2023","year":2025,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","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":"Artificial intelligence; Computer science","score_opus":0.3082523992583686,"score_gpt":0.5035207817311914,"score_spread":0.1952683824728228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407233220","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":[0.984277,0.00052689284,0.0117564695,0.0026029148,0.0005948065,0.0001737593,0.0000042862184,0.0000020448117,0.00006184523],"genre_scores_gemma":[0.9935583,0.0006922699,0.005296072,0.00016301409,0.00022210236,0.0000064420146,0.000002215286,0.000004687522,0.000054890905],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978704,0.00009287346,0.001088344,0.000119384385,0.0005789185,0.00025007143],"domain_scores_gemma":[0.9976628,0.00042641244,0.00029210828,0.00017277172,0.0012677106,0.0001782424],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.001727822,0.000104419065,0.00048158597,0.054507367,0.00013078468,0.000027133457,0.00017183257,0.000065616885,0.00004073506],"category_scores_gemma":[0.002135243,0.00006416139,0.000114256356,0.0718952,0.00012229095,0.000101466205,0.00006314483,0.0003521123,0.000001219301],"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":[0.00065163325,0.000053118485,0.042292144,0.00009983459,0.0012337909,0.000002527451,0.013308892,0.0022184218,0.00083729747,0.0012479158,0.0036488492,0.93440557],"study_design_scores_gemma":[0.000041558917,0.0004106582,0.8989246,0.00022118882,0.00027456856,0.000013051833,0.013498355,0.00016187518,0.07792544,0.0062521035,0.002191125,0.000085509026],"about_ca_topic_score_codex":0.0011961099,"about_ca_topic_score_gemma":0.000046654768,"teacher_disagreement_score":0.9343201,"about_ca_system_score_codex":0.00028479914,"about_ca_system_score_gemma":0.0019762374,"threshold_uncertainty_score":0.956209},"labels":[],"label_agreement":null},{"id":"W4408283319","doi":"10.24294/jipd11421","title":"Unraveling the empirical impact on MSMEs: Socio-economic characteristics, nudging application, and e-commerce adoption","year":2025,"lang":"en","type":"article","venue":"Journal of Infrastructure Policy and Development","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Business; Empirical research; Industrial organization; Economics; Mathematics; Statistics","score_opus":0.06454551251912764,"score_gpt":0.4081324112689395,"score_spread":0.34358689874981185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408283319","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":[0.97153926,0.00008657822,0.016171642,0.011761728,0.00018359032,0.00008633753,0.0000054983157,0.000011736808,0.00015362895],"genre_scores_gemma":[0.99480546,0.00008671303,0.0024679762,0.00241101,0.00013324448,0.0000025299623,0.0000013145219,0.000004780081,0.00008697996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985825,0.00007192549,0.0007475058,0.00018054417,0.0002573051,0.00016024863],"domain_scores_gemma":[0.99870664,0.00037391775,0.00049338257,0.00018500093,0.00015479048,0.00008626738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011351373,0.00014911233,0.000274411,0.0005010019,0.00032977219,0.00016779035,0.0003121193,0.00013542229,0.000028926981],"category_scores_gemma":[0.00044119894,0.00008105758,0.000056581215,0.00020710255,0.00013151881,0.0001235882,0.00010614693,0.0003810544,0.000008937906],"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":[0.00011077433,0.000030025198,0.5925007,0.000006081708,0.000075115226,0.0000023620541,0.00302919,0.00018063492,0.00014812619,0.006771187,0.0073146946,0.38983113],"study_design_scores_gemma":[0.00034765192,0.000031777374,0.9608899,0.000025498282,0.000010416538,0.000076336364,0.0009921213,0.00016270997,0.00007923507,0.011391283,0.025913173,0.00007993966],"about_ca_topic_score_codex":0.0000071790137,"about_ca_topic_score_gemma":0.0000021863,"teacher_disagreement_score":0.38975117,"about_ca_system_score_codex":0.00021365104,"about_ca_system_score_gemma":0.00050933316,"threshold_uncertainty_score":0.33054322},"labels":[],"label_agreement":null}]}