{"meta":{"query_hash":"ecd5ad5d55a1","filters":{"venue":"Contributions to economics"},"cohort_total":25,"direct_labels_cover":0,"predictions_cover":25,"exported":25,"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/ecd5ad5d55a1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Contributions+to+economics"},"results":[{"id":"W104150861","doi":"10.1007/3-7908-1707-4_2","title":"Pricing and Bundling of Shared Information Goods: The Case of Cable Channels","year":2006,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Digital Platforms and Economics","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":"Université du Québec à Chicoutimi; Université de Montréal","funders":"","keywords":"Business; Industrial organization; Commerce; Telecommunications; Computer science","score_opus":0.011577461383642927,"score_gpt":0.19426764105862632,"score_spread":0.18269017967498338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W104150861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5148983,0.0042840024,0.33844352,0.0038268128,0.0002039346,0.00016830004,0.00053723407,0.00027329728,0.13736466],"genre_scores_gemma":[0.9662879,0.001351593,0.013657904,0.00008240831,0.0001796607,0.00006029638,0.00008193007,0.000051570347,0.018246757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99812895,0.00076498213,0.000070595845,0.00026367579,0.0003216847,0.0004500614],"domain_scores_gemma":[0.9931931,0.0049111363,0.00058788137,0.0006079398,0.00035771265,0.00034230517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026052995,0.0010246524,0.002428785,0.0014608956,0.002021727,0.0072059394,0.0023105983,0.0039012344,0.012521208],"category_scores_gemma":[0.010538639,0.0012670603,0.00187588,0.0037076757,0.003988634,0.011095158,0.0020946786,0.002938617,0.0006473933],"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":[0.00012352435,0.00011155335,0.00081038964,0.00007772639,0.00005543001,0.0002872745,0.00045741932,0.0606821,0.00047957385,0.92130375,0.003318332,0.012292884],"study_design_scores_gemma":[0.00003991071,0.000051421965,0.0007171801,0.00003639995,0.000057993082,0.00027128358,0.00034875967,0.16854097,0.00019946886,0.82749385,0.0021959443,0.000046946814],"about_ca_topic_score_codex":0.009483038,"about_ca_topic_score_gemma":0.007693051,"teacher_disagreement_score":0.012521208,"about_ca_system_score_codex":0.0044289646,"about_ca_system_score_gemma":0.0015058016,"threshold_uncertainty_score":0.04188764},"labels":[],"label_agreement":null},{"id":"W1866305864","doi":"10.1007/3-7908-1727-9_10","title":"Conquering the inner-city: Urban redevelopment and gentrification in Moscow","year":2006,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Gentrification; Redevelopment; Inner city; Urban regeneration; Geography; Civil engineering; Environmental planning; Engineering","score_opus":0.020834372572697955,"score_gpt":0.2562925872315291,"score_spread":0.23545821465883113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1866305864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51283294,0.022063915,0.0016261006,0.008249118,0.0005800967,0.00003489001,0.00007346439,0.000030390047,0.4545091],"genre_scores_gemma":[0.9438082,0.002561346,0.00020739326,0.0001624387,0.00006234806,0.000013346018,0.000029840701,0.000015247273,0.053139847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9997093,0.00008178109,0.000009626949,0.00004328313,0.000029144316,0.00012679881],"domain_scores_gemma":[0.99993026,0.000014217395,0.000009541667,0.000006704521,0.00000562448,0.0000336241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003508389,0.00023978378,0.00029783943,0.00052689953,0.003810872,0.0030562617,0.0005618717,0.0009219003,0.0028876748],"category_scores_gemma":[0.0003903766,0.00023162943,0.00023441012,0.001210216,0.005194737,0.001497121,0.0037966752,0.0015129123,0.0002460805],"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":[0.00004471155,0.000052297226,0.0055049825,0.00006950619,0.000012488268,0.00039123997,0.05838898,0.0010622684,0.00023419155,0.88844615,0.009765332,0.036027852],"study_design_scores_gemma":[0.000023037166,0.00008447582,0.05364952,0.00028916527,0.000031691005,0.0005827881,0.08063673,0.001257018,0.0005524066,0.15204833,0.7108126,0.000032259977],"about_ca_topic_score_codex":0.028069422,"about_ca_topic_score_gemma":0.08197794,"teacher_disagreement_score":0.028069422,"about_ca_system_score_codex":0.0046521192,"about_ca_system_score_gemma":0.0031846052,"threshold_uncertainty_score":0.05581212},"labels":[],"label_agreement":null},{"id":"W2099016201","doi":"10.1007/3-7908-1746-5_12","title":"How to Achieve the Goal of Broadband for All","year":2007,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Broadband; Broadband networks; Telecommunications; Business; Government (linguistics); Computer science","score_opus":0.04810298527344401,"score_gpt":0.3314828208813475,"score_spread":0.2833798356079035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099016201","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066059944,0.011303184,0.0180399,0.21212138,0.0021677702,0.000080824786,0.00017598938,0.00018198622,0.74932295],"genre_scores_gemma":[0.39670146,0.045256514,0.046282027,0.083049804,0.0015726292,0.00035542678,0.0005332718,0.00055238104,0.4256964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880755,0.00042092928,0.000044500877,0.0001901443,0.00029462515,0.00024229795],"domain_scores_gemma":[0.9991788,0.00022409298,0.000061927385,0.00009021732,0.00022240038,0.00022248142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002313936,0.00042565993,0.00030019705,0.0005522689,0.002251543,0.0067078015,0.00068528886,0.0036474664,0.010025226],"category_scores_gemma":[0.0025306672,0.00018662412,0.00025953708,0.0009834362,0.005264659,0.009326462,0.002896212,0.0037357341,0.0064524994],"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":[0.0000046005016,0.00002560117,0.00026453027,0.00013970934,0.0000065276663,0.000060390652,0.0025102685,0.00033189086,0.00024533272,0.8621589,0.082466856,0.051785327],"study_design_scores_gemma":[0.0000026934365,0.0000113684855,0.0003790361,0.00021197251,0.000004296139,0.00009919312,0.002859504,0.00010700139,0.00023286155,0.20543484,0.7906489,0.000008385482],"about_ca_topic_score_codex":0.0060242154,"about_ca_topic_score_gemma":0.0058783065,"teacher_disagreement_score":0.010025226,"about_ca_system_score_codex":0.0020501134,"about_ca_system_score_gemma":0.0053684525,"threshold_uncertainty_score":0.033537745},"labels":[],"label_agreement":null},{"id":"W2106397526","doi":"10.1007/3-7908-1727-9_1","title":"The urban mosaic of post-socialist Europe","year":2006,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mosaic; Political science; Geography; Economic geography; Archaeology","score_opus":0.013146698658803968,"score_gpt":0.2544833734089152,"score_spread":0.24133667475011122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106397526","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20440999,0.023078866,0.004190207,0.013240698,0.00040222838,0.000034292498,0.00024777406,0.00008700989,0.75430894],"genre_scores_gemma":[0.9597776,0.0036121255,0.00079070637,0.0004877532,0.00016859066,0.00002399368,0.00006566633,0.000045655837,0.035027824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9995608,0.00017909678,0.000009640603,0.00007192833,0.00006196081,0.00011655739],"domain_scores_gemma":[0.9999225,0.00001871745,0.000009478849,0.000015876509,0.000012613222,0.000020701656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048963795,0.00020107471,0.00029598505,0.0011422216,0.005016311,0.007815013,0.0003989643,0.0008807695,0.0039402233],"category_scores_gemma":[0.00041100642,0.0002507862,0.00019851801,0.0035440542,0.014142258,0.0023397128,0.0029702643,0.0012283179,0.00022326794],"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":[0.000008080134,0.000005909399,0.00053003046,0.000009992622,0.000002847843,0.000033689612,0.0051413616,0.00041924763,0.000057481422,0.98448414,0.0029064498,0.0064008464],"study_design_scores_gemma":[0.0000072324465,0.000015732843,0.011593875,0.00010474732,0.000008822901,0.00016029374,0.0133614885,0.0005556794,0.000111977155,0.4231953,0.5508696,0.000015244025],"about_ca_topic_score_codex":0.028206926,"about_ca_topic_score_gemma":0.074892566,"teacher_disagreement_score":0.028206926,"about_ca_system_score_codex":0.005257674,"about_ca_system_score_gemma":0.0029982433,"threshold_uncertainty_score":0.056085467},"labels":[],"label_agreement":null},{"id":"W2133549783","doi":"10.1007/978-3-7908-2670-8_15","title":"Positive Theory of Regulation: an Application to Spanish Foreign Trade","year":2004,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Merger and Competition Analysis","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":"Order (exchange); Work (physics); Action (physics); Economics; Subject (documents); Empirical research; International trade; Public economics; Industrial organization; International economics; Business; Engineering; Computer science; Epistemology; Finance","score_opus":0.015242425470084083,"score_gpt":0.2175246311790511,"score_spread":0.20228220570896702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133549783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04703293,0.014619395,0.1531462,0.010389243,0.00081229006,0.00007659923,0.0001562043,0.00016759204,0.7735995],"genre_scores_gemma":[0.838649,0.0129079865,0.043401383,0.0019763696,0.0008121795,0.00021985982,0.00020874891,0.0001250495,0.101699516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995559,0.00022989989,0.00001679825,0.000055087745,0.00010017314,0.000042067033],"domain_scores_gemma":[0.9992805,0.00044325736,0.00006325009,0.000047324178,0.0001425598,0.000023050548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012099347,0.0005276748,0.00055923394,0.0010663987,0.0012293145,0.002350435,0.0007272997,0.0013983493,0.008445739],"category_scores_gemma":[0.0018861666,0.00017328124,0.00077074365,0.0018756586,0.002553429,0.0013745924,0.001193002,0.0013831062,0.0009119966],"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":[0.000005471299,0.0000237925,0.00036695105,0.000059582177,0.0000067028923,0.0001407367,0.00037762697,0.0036990615,0.00016920289,0.97532713,0.0040252293,0.015798625],"study_design_scores_gemma":[0.000013958472,0.000019467127,0.0008546207,0.00010300261,0.000016308837,0.00016833768,0.00046127668,0.014409682,0.00012580153,0.93122417,0.052591622,0.000011783348],"about_ca_topic_score_codex":0.010167398,"about_ca_topic_score_gemma":0.0062770844,"teacher_disagreement_score":0.010167398,"about_ca_system_score_codex":0.0044310614,"about_ca_system_score_gemma":0.0011520919,"threshold_uncertainty_score":0.032149673},"labels":[],"label_agreement":null},{"id":"W2239432906","doi":"10.1007/3-7908-1727-9_14","title":"Planning and societal context — The case of Belgrade, Serbia","year":2006,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Environmental planning; History; Political science; Geography; Archaeology","score_opus":0.024005768859762106,"score_gpt":0.2878134677249212,"score_spread":0.2638076988651591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239432906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54320085,0.038286284,0.0005199482,0.0068905763,0.00041607043,0.000058659498,0.00024383591,0.000035944795,0.41034782],"genre_scores_gemma":[0.97720623,0.0071433675,0.00026967685,0.0004324611,0.000025497875,0.000015998614,0.00006486184,0.000012320292,0.014829575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99915755,0.00043121155,0.000016239645,0.000048699218,0.000052624982,0.0002936513],"domain_scores_gemma":[0.9998344,0.000053719967,0.000024632116,0.0000091207785,0.000018640096,0.000059391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006096927,0.00035311698,0.0003330409,0.0012873355,0.007901985,0.0068050204,0.0012312686,0.0011513737,0.00501531],"category_scores_gemma":[0.00060139445,0.00037391108,0.0003272297,0.0030893628,0.005388722,0.001239662,0.0026193412,0.0017245305,0.00050693785],"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":[0.00015222609,0.000290598,0.019759433,0.00057382206,0.0001030534,0.0228683,0.12940691,0.00569331,0.00059104786,0.7098974,0.03652714,0.074136645],"study_design_scores_gemma":[0.00005660176,0.000101091566,0.0887882,0.0011792524,0.00008591991,0.0027617004,0.17448069,0.0010740395,0.00036306598,0.011688118,0.7193683,0.000052988376],"about_ca_topic_score_codex":0.27167824,"about_ca_topic_score_gemma":0.46566477,"teacher_disagreement_score":0.27167824,"about_ca_system_score_codex":0.012804935,"about_ca_system_score_gemma":0.0057908176,"threshold_uncertainty_score":0.5401938},"labels":[],"label_agreement":null},{"id":"W2269314335","doi":"10.1007/3-7908-1727-9_12","title":"The retail revolution in post-socialist Central Europe and its lessons","year":2006,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Post-Communist Economic and Political Transition","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Economic history; Political science; Business; History","score_opus":0.026730894861525467,"score_gpt":0.2840863076871404,"score_spread":0.2573554128256149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269314335","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40236607,0.06787279,0.0007141255,0.046303358,0.0010708559,0.000019374556,0.00030819743,0.00005864849,0.48128656],"genre_scores_gemma":[0.95220035,0.009594053,0.00017978207,0.0018522126,0.00042798102,0.000013583372,0.00008138295,0.000025119776,0.03562557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99973065,0.000059736267,0.0000058641426,0.000043401986,0.000028765475,0.00013164314],"domain_scores_gemma":[0.9998116,0.000058132628,0.000021343176,0.000019516556,0.000030369736,0.00005910223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650702,0.0003114271,0.00031627162,0.0012019486,0.0031626278,0.008825041,0.0006756754,0.0022624217,0.0075691384],"category_scores_gemma":[0.0006753319,0.00022129947,0.00028561076,0.004461066,0.009494216,0.0045450847,0.0018048245,0.0021166368,0.00045608997],"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":[0.00014103322,0.00011779317,0.0026245725,0.00009610496,0.000014758624,0.000270819,0.015291194,0.00038088305,0.00015269351,0.93797815,0.016645413,0.026286663],"study_design_scores_gemma":[0.00007534098,0.00009680563,0.060732394,0.0005414069,0.00002357187,0.00037908132,0.047023475,0.0005094324,0.000257842,0.30670324,0.5836154,0.000041997882],"about_ca_topic_score_codex":0.033129334,"about_ca_topic_score_gemma":0.0500504,"teacher_disagreement_score":0.033129334,"about_ca_system_score_codex":0.006313557,"about_ca_system_score_gemma":0.002509603,"threshold_uncertainty_score":0.06587303},"labels":[],"label_agreement":null},{"id":"W2499766402","doi":"10.1007/978-3-7908-2115-4","title":"Housing Policy Reforms in Post Socialist Europe","year":2009,"lang":"en","type":"book","venue":"Contributions to economics","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Planned economy; Transition (genetics); Economics; Economic system; Economic policy; Socialist market economy; Political science; Geography","score_opus":0.016283552341774168,"score_gpt":0.3026106334645566,"score_spread":0.28632708112278243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499766402","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34016645,0.032791574,0.0014135464,0.08891519,0.002278866,0.00010086944,0.00025135285,0.00013333166,0.5339489],"genre_scores_gemma":[0.8916035,0.0065634274,0.000593116,0.011291855,0.000619597,0.00007555747,0.00012485342,0.000029828368,0.0890983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981488,0.0005389874,0.00007025706,0.00012486846,0.00035013276,0.000766969],"domain_scores_gemma":[0.9997694,0.000044536002,0.000036822832,0.000017221913,0.000068986476,0.000063078405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019522086,0.00025893448,0.00028279985,0.0008847826,0.0030515045,0.004650451,0.0006197338,0.0033781147,0.0039508315],"category_scores_gemma":[0.0016708759,0.00022925259,0.0003445333,0.001500352,0.0040705553,0.0020031007,0.0028388249,0.0019733892,0.00044306155],"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":[0.000070920716,0.00013974424,0.0011754332,0.00006867555,0.0000152260145,0.00028628952,0.0047727097,0.0017984074,0.00035452447,0.9369522,0.029383222,0.024982624],"study_design_scores_gemma":[0.00012822029,0.00014568152,0.027778694,0.00029046566,0.000021113325,0.000117603995,0.0057141976,0.0013330441,0.0009714542,0.112302534,0.8511642,0.000032770517],"about_ca_topic_score_codex":0.038837448,"about_ca_topic_score_gemma":0.05907338,"teacher_disagreement_score":0.038837448,"about_ca_system_score_codex":0.011343074,"about_ca_system_score_gemma":0.00743904,"threshold_uncertainty_score":0.082300186},"labels":[],"label_agreement":null},{"id":"W4206142240","doi":"10.1007/978-3-030-85254-2_1","title":"The Cobb-Douglas Production Function for an Exponential Model","year":2022,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cobb–Douglas production function; CobB; Production (economics); Exponential function; Function (biology); Econometrics; Exponential growth; Economics; Mathematics; Mathematical economics; Microeconomics; Mathematical analysis","score_opus":0.05038844852339528,"score_gpt":0.23905242503478205,"score_spread":0.18866397651138678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206142240","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048487214,0.044233527,0.7045144,0.008080259,0.0034883537,0.000058524427,0.0009885883,0.00036222753,0.23342536],"genre_scores_gemma":[0.26758033,0.068471104,0.19816838,0.0019454197,0.0058596605,0.0002687265,0.0013812429,0.0005605454,0.4557646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99967384,0.00011191533,0.000019779696,0.00007758982,0.00008896574,0.000027832913],"domain_scores_gemma":[0.99898845,0.00067273155,0.000048452835,0.000087935194,0.0001769379,0.000025469597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019531,0.0014390622,0.0009168263,0.00085826736,0.00063219713,0.002170715,0.0010629942,0.002506722,0.013445094],"category_scores_gemma":[0.003453248,0.0007445017,0.0010463254,0.0021529438,0.0016225352,0.0034633148,0.000681971,0.0033400867,0.0063427547],"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":[0.0000097649445,0.00001848514,0.00010332252,0.000113569076,0.000012668174,0.00007756912,0.00006443905,0.0146106845,0.00030034306,0.93804795,0.022704482,0.023936791],"study_design_scores_gemma":[0.000006575903,0.000007645507,0.00018667191,0.00006385779,0.0000108365175,0.00009547616,0.000020220697,0.019492202,0.00013629092,0.90303695,0.07692398,0.000019333664],"about_ca_topic_score_codex":0.004626491,"about_ca_topic_score_gemma":0.0031504433,"teacher_disagreement_score":0.013445094,"about_ca_system_score_codex":0.0022418897,"about_ca_system_score_gemma":0.0016099334,"threshold_uncertainty_score":0.04497838},"labels":[],"label_agreement":null},{"id":"W4312648582","doi":"10.1007/978-981-19-5515-0_3","title":"Foreign Direct Investment in Mongolia: Impact and Determinants","year":2022,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Foreign direct investment; Foreign portfolio investment; Business; Developing country; Portfolio; Foreign capital; Portfolio investment; International economics; Emerging markets; Investment (military); Financial system; Capital (architecture); Economics; Finance; Monetary economics; Open-ended investment company; Return on investment; Economic growth; Macroeconomics; Geography; Political science","score_opus":0.02057410436068719,"score_gpt":0.23522686553286576,"score_spread":0.21465276117217857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312648582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93539655,0.03865927,0.0003721692,0.0031245532,0.00012690974,0.000010866045,0.0013528973,0.00001545035,0.020941433],"genre_scores_gemma":[0.97071564,0.015186377,0.00017559325,0.000089272435,0.00006014183,0.000007489281,0.0006379399,0.0000050751905,0.013122487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990964,0.000025944471,0.0000050479885,0.000011579561,0.000013089891,0.00003469642],"domain_scores_gemma":[0.9994773,0.00023666886,0.000118665936,0.000013627107,0.00008252881,0.00007121054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040762516,0.00020410425,0.00015915316,0.0007004157,0.00034801319,0.0009842325,0.00019721905,0.00021903214,0.0023722372],"category_scores_gemma":[0.0006097767,0.00013688995,0.00017572698,0.0018324318,0.00038259634,0.0004063164,0.00034228427,0.00036951917,0.00018387941],"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":[0.0001415254,0.00009248594,0.8666743,0.00036775172,0.0002666875,0.00060074596,0.002902624,0.006641863,0.0005966863,0.040539328,0.011073742,0.07010228],"study_design_scores_gemma":[0.000012762903,0.000101456724,0.9481625,0.0003901657,0.00016661108,0.00021515004,0.0047969692,0.0033728,0.00039315605,0.0056711603,0.036702763,0.000014479791],"about_ca_topic_score_codex":0.07418387,"about_ca_topic_score_gemma":0.10383421,"teacher_disagreement_score":0.07418387,"about_ca_system_score_codex":0.0016224664,"about_ca_system_score_gemma":0.0020611354,"threshold_uncertainty_score":0.14750415},"labels":[],"label_agreement":null},{"id":"W4312792519","doi":"10.1007/978-981-19-5515-0_5","title":"Budget Revenue Management","year":2022,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Revenue; Sovereign wealth fund; Computable general equilibrium; Finance; Economics; Business; Revenue management; Macroeconomics; Market economy; Incentive","score_opus":0.01627065598320051,"score_gpt":0.209411209278478,"score_spread":0.1931405532952775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312792519","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006715691,0.0043398566,0.0041690776,0.0039663827,0.0014399781,0.000079591846,0.00060688745,0.00032235836,0.98440427],"genre_scores_gemma":[0.007063257,0.0027376802,0.0018409449,0.0005979518,0.000450732,0.000045162742,0.0004094062,0.00013206464,0.98672277],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946016,0.00008943292,0.000023294753,0.00008263143,0.00026365306,0.000080728896],"domain_scores_gemma":[0.9995732,0.0000712758,0.000028652068,0.00005114022,0.00020888196,0.0000669608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011256905,0.00060878805,0.00044885566,0.0017986764,0.0013483114,0.0033009255,0.00077514723,0.0010067027,0.14238949],"category_scores_gemma":[0.0024440724,0.00036554015,0.00029778492,0.0016264011,0.00057633565,0.0019187881,0.00092042057,0.0017582455,0.059730325],"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":[0.000012461799,0.000029418261,0.00011624955,0.00003689475,0.0000029108166,0.000015445577,0.00007356006,0.00037374132,0.0001457237,0.14204073,0.73052675,0.12662603],"study_design_scores_gemma":[0.000002223501,0.000004728744,0.00019578217,0.00003969098,0.0000015425128,0.000020037252,0.00003212634,0.00018388647,0.00007648996,0.012645482,0.98679525,0.000002846156],"about_ca_topic_score_codex":0.007153313,"about_ca_topic_score_gemma":0.014951489,"teacher_disagreement_score":0.14238949,"about_ca_system_score_codex":0.002622532,"about_ca_system_score_gemma":0.0028966581,"threshold_uncertainty_score":0.4763403},"labels":[],"label_agreement":null},{"id":"W4378421458","doi":"10.1007/978-3-031-27886-0_5","title":"Digital Transformation: Prior to and Following the Pandemic","year":2023,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Saint-Luc; Université du Québec en Outaouais","funders":"","keywords":"Timeline; Pandemic; Digital transformation; Coronavirus disease 2019 (COVID-19); Transformation (genetics); Field (mathematics); Computer science; Data science; Political science; Business; Geography; World Wide Web; Mathematics; Medicine","score_opus":0.018036456363862505,"score_gpt":0.22588368208377885,"score_spread":0.20784722571991635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378421458","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075591085,0.009676246,0.0023132407,0.025469009,0.0016296206,0.000021100592,0.000043067794,0.000037467868,0.953251],"genre_scores_gemma":[0.43209717,0.017046845,0.0017460879,0.009432424,0.0016342256,0.000055866447,0.000065455475,0.00013818812,0.5377838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992828,0.0002195479,0.0000124366925,0.000073764735,0.00023829428,0.00017331814],"domain_scores_gemma":[0.9994727,0.00026026502,0.00003493034,0.000057451496,0.000088867964,0.000085833504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009330462,0.00029198016,0.0002747686,0.0007236462,0.0026189762,0.009280066,0.0004757443,0.0029679663,0.017255912],"category_scores_gemma":[0.0027293442,0.00013404129,0.00017525528,0.0014213943,0.009119478,0.010177681,0.0028881032,0.0036305422,0.0020368805],"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":[0.000007835301,0.000011040172,0.00005298671,0.000017201579,5.675495e-7,0.000029695084,0.0004896842,0.00008498333,0.00003893515,0.974627,0.013094636,0.011545296],"study_design_scores_gemma":[0.0000034435523,0.0000095965615,0.00039221297,0.00013307424,0.0000013568504,0.000052002557,0.002160641,0.0001835915,0.00014658464,0.34651038,0.65040046,0.0000065899994],"about_ca_topic_score_codex":0.005591741,"about_ca_topic_score_gemma":0.009756086,"teacher_disagreement_score":0.017255912,"about_ca_system_score_codex":0.0058724857,"about_ca_system_score_gemma":0.005192914,"threshold_uncertainty_score":0.05772674},"labels":[],"label_agreement":null},{"id":"W4386263812","doi":"10.1007/978-3-031-27362-9_5","title":"The Emergence of High-Pressure Cornish Engines: The Role of the Patent System and the Theory of Collective Invention","year":2023,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Steam engine; Engineering; Watt; Quarter (Canadian coin); Field (mathematics); Mechanical engineering; Power (physics); Economy; Architectural engineering; History; Economics","score_opus":0.017123256191909624,"score_gpt":0.17738839911822538,"score_spread":0.16026514292631575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386263812","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12587988,0.014483968,0.04034991,0.016396906,0.00049300585,0.000059019843,0.000077517114,0.00009564821,0.80216414],"genre_scores_gemma":[0.9409131,0.0038529097,0.0052659493,0.0004315233,0.00027323968,0.000036973823,0.000020724576,0.000024354726,0.04918122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99956816,0.00011871929,0.000012575177,0.00009769504,0.00012362679,0.00007907324],"domain_scores_gemma":[0.99861383,0.0009226251,0.00010303405,0.00018368331,0.00011166911,0.000065066975],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012183251,0.0002386634,0.0003337643,0.00096695236,0.0018763131,0.0055096895,0.00087881833,0.002858507,0.005656198],"category_scores_gemma":[0.0030064876,0.0002589624,0.00042450326,0.001324871,0.011309269,0.009047437,0.0015516785,0.002736104,0.00043707123],"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":[0.000003488184,0.00000382005,0.000048492584,0.000006242621,9.913327e-7,0.000021237272,0.00016332958,0.00024286789,0.000062534564,0.99558616,0.00048581968,0.003375001],"study_design_scores_gemma":[0.0000060877737,0.000007521664,0.0002919982,0.00002166118,0.0000028314284,0.000047232123,0.00019289121,0.0015995239,0.00028159338,0.9761772,0.021364937,0.000006519764],"about_ca_topic_score_codex":0.0022319357,"about_ca_topic_score_gemma":0.00223199,"teacher_disagreement_score":0.9981237,"about_ca_system_score_codex":0.0022709277,"about_ca_system_score_gemma":0.0014609152,"threshold_uncertainty_score":0.018921912},"labels":[],"label_agreement":null},{"id":"W4389797991","doi":"10.1007/978-981-99-7599-0_9","title":"Measured Skill Premia and Input Trade Liberalization: Evidence from Chinese Firms","year":2023,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Earnings; Wage; Wage inequality; Economics; Labour economics; Value (mathematics); Product (mathematics); Free trade; Liberalization; Production (economics); Business; International economics; Market economy; Microeconomics","score_opus":0.05615816278424199,"score_gpt":0.23787562930024023,"score_spread":0.18171746651599824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389797991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678934,0.00043096129,0.000050873343,0.00008492183,0.0000029140158,0.000005402242,0.00034107338,0.00000396747,0.0022906393],"genre_scores_gemma":[0.9985886,0.000289468,0.000026026491,0.000021118101,0.000007896023,0.0000027256015,0.00036735105,0.0000010501517,0.0006956593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99970824,0.000036350055,0.0000292918,0.000061995546,0.000066571985,0.00009750962],"domain_scores_gemma":[0.9964598,0.0012031484,0.0013288644,0.0002526281,0.00032387828,0.00043158224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000650998,0.00027377153,0.000287315,0.0016064063,0.0006188437,0.0010722246,0.0005252393,0.00034794636,0.004355187],"category_scores_gemma":[0.0023672646,0.00017561692,0.0003493855,0.0037881033,0.0011338454,0.0007427453,0.0009390554,0.00044766712,0.0003727441],"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":[0.00010781348,0.00008074055,0.98651636,0.000041267118,0.00007703112,0.0002185624,0.000848148,0.0004213051,0.00051949563,0.0013447959,0.00044833732,0.009376239],"study_design_scores_gemma":[0.0000054882134,0.000025969335,0.9985379,0.000006250456,0.000031954285,0.00001668428,0.00041017088,0.00021195081,0.00017465385,0.0002804996,0.0002942755,0.0000041342587],"about_ca_topic_score_codex":0.08069101,"about_ca_topic_score_gemma":0.11114218,"teacher_disagreement_score":0.08069101,"about_ca_system_score_codex":0.0014125684,"about_ca_system_score_gemma":0.00142221,"threshold_uncertainty_score":0.16044265},"labels":[],"label_agreement":null},{"id":"W4390556203","doi":"10.1007/978-981-99-4902-1_5","title":"Mixture Models: Identifying Consumption Classes in Post-liberalization India","year":2023,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Mixture model; Consumption (sociology); Class (philosophy); Econometrics; Probabilistic logic; Mathematics; Maximization; Expectation–maximization algorithm; Population; Statistics; Computer science; Mathematical optimization; Maximum likelihood; Artificial intelligence; Demography","score_opus":0.06737331990431537,"score_gpt":0.3296153851811758,"score_spread":0.2622420652768604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390556203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6530525,0.0034679612,0.32799545,0.004094767,0.0001442126,0.000095795214,0.0022580612,0.00076829543,0.008123068],"genre_scores_gemma":[0.94915694,0.0012091176,0.034444038,0.00015770331,0.00016299885,0.000119275144,0.0027558522,0.00015249779,0.011841503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994356,0.00032314486,0.00001910099,0.00009312982,0.000036448393,0.000092532144],"domain_scores_gemma":[0.99624217,0.0032317499,0.00017448727,0.00018131369,0.00008252664,0.00008776482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023712295,0.0006947115,0.0011073184,0.00093741284,0.00063270435,0.0021525957,0.0020777548,0.0011021061,0.0033403437],"category_scores_gemma":[0.005576751,0.0006546863,0.0013710564,0.001632757,0.00088848785,0.0013544686,0.001729905,0.0023652597,0.0005720908],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015887064,0.00039987735,0.088021286,0.00019285818,0.0009908596,0.00028919184,0.0016788312,0.57574385,0.0010390722,0.15087286,0.013853109,0.16532956],"study_design_scores_gemma":[0.00002196334,0.000029536277,0.017995957,0.00002857441,0.00006017912,0.000042968884,0.0003095423,0.9100593,0.00021413891,0.06938937,0.001806076,0.000042380645],"about_ca_topic_score_codex":0.031399995,"about_ca_topic_score_gemma":0.033477582,"teacher_disagreement_score":0.031399995,"about_ca_system_score_codex":0.0011570173,"about_ca_system_score_gemma":0.00082789134,"threshold_uncertainty_score":0.062434435},"labels":[],"label_agreement":null},{"id":"W4390556250","doi":"10.1007/978-981-99-4902-1_12","title":"Panel Probit Models Applied to Stated Preference Auctions: A Cost Discovery for Ecosystem Services through Wetland Restoration in the Canadian Prairies","year":2023,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Government of Alberta","funders":"","keywords":"Common value auction; Probit model; Willingness to accept; Ecosystem services; Multivariate probit model; Contingent valuation; Externality; Revealed preference; Valuation (finance); Business; Wetland; Payment; Economics; Willingness to pay; Natural resource economics; Environmental resource management; Ecosystem; Ecology; Econometrics; Microeconomics","score_opus":0.1928659050987732,"score_gpt":0.24460399343919714,"score_spread":0.051738088340423954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390556250","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4267556,0.008480882,0.5098569,0.010955276,0.0004916053,0.00054177217,0.008028743,0.00087429804,0.034014985],"genre_scores_gemma":[0.9019618,0.0029313283,0.038814425,0.00033690844,0.00016564524,0.00018537557,0.0017693089,0.00014568248,0.05368946],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870765,0.00063532434,0.00005795541,0.00018056596,0.00016151858,0.0002568605],"domain_scores_gemma":[0.99007404,0.008328175,0.00047120493,0.00028255273,0.00064956053,0.00019452484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005221748,0.0009863597,0.001853264,0.00088328234,0.0013050082,0.0041982173,0.0033931825,0.0021506718,0.010994957],"category_scores_gemma":[0.014286841,0.0008937969,0.0016246646,0.00234465,0.0012243476,0.0027852154,0.0009770148,0.0032181707,0.00058499555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037476604,0.00027461138,0.010088403,0.00023935015,0.00030500806,0.00045102744,0.00046530273,0.76272035,0.0004636257,0.14060083,0.01773403,0.066282704],"study_design_scores_gemma":[0.00004117695,0.00004436341,0.0028624833,0.000025967402,0.00008925525,0.000025133713,0.0002403321,0.9555714,0.000109336965,0.03863474,0.0023058057,0.00005004694],"about_ca_topic_score_codex":0.61103284,"about_ca_topic_score_gemma":0.627968,"teacher_disagreement_score":0.38896716,"about_ca_system_score_codex":0.007261568,"about_ca_system_score_gemma":0.0067625344,"threshold_uncertainty_score":0.7825157},"labels":[],"label_agreement":null},{"id":"W4390556320","doi":"10.1007/978-981-99-4902-1_6","title":"Nonparametric and Semiparametric Regressions: An Empirical Investigation of Engel’s Law in the Context of Brazil","year":2023,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Semiparametric regression; Nonparametric statistics; Econometrics; Engel curve; Estimator; Context (archaeology); Semiparametric model; Parametric statistics; Nonparametric regression; Economics; Price index; Mathematics; Statistics; Geography","score_opus":0.03972208861332708,"score_gpt":0.2708748380193705,"score_spread":0.23115274940604344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390556320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7652468,0.018636132,0.17348242,0.005410666,0.000073601615,0.000042667765,0.0007693587,0.0002905736,0.036047753],"genre_scores_gemma":[0.9878989,0.0021902833,0.006599427,0.00010037162,0.000053268646,0.00001095957,0.00016977373,0.00006532115,0.002911658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999183,0.00052767067,0.000029246188,0.00012032886,0.00007535857,0.00006434226],"domain_scores_gemma":[0.9745734,0.0222976,0.0012810449,0.0011931448,0.00050929264,0.00014545229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003350575,0.00036381042,0.0006792986,0.00060094264,0.00046197034,0.0013316941,0.0008988985,0.00051301945,0.0025637017],"category_scores_gemma":[0.028451983,0.00029699644,0.00068802095,0.0012024329,0.0016382649,0.001984706,0.0011071048,0.0014584798,0.00019007466],"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":[0.00009056715,0.00010708587,0.072654344,0.000254314,0.00021995867,0.00097045087,0.0034618783,0.04715969,0.0011954071,0.78440815,0.006318553,0.08315961],"study_design_scores_gemma":[0.00002491425,0.0000801412,0.09350246,0.00029399712,0.00018720327,0.000537377,0.0021935145,0.3293793,0.000781321,0.5573649,0.015588294,0.00006656002],"about_ca_topic_score_codex":0.027811972,"about_ca_topic_score_gemma":0.025561234,"teacher_disagreement_score":0.027811972,"about_ca_system_score_codex":0.0009038941,"about_ca_system_score_gemma":0.00090480276,"threshold_uncertainty_score":0.055300176},"labels":[],"label_agreement":null},{"id":"W4403423619","doi":"10.1007/978-3-031-67604-8_6","title":"Integration of Francophone Immigrants in Manitoba: The Evaluation of Public Services Provides by Immigration, Refugees and Citizenship Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Immigration; Refugee; Citizenship; Political science; French; Public administration; Geography; Law; Archaeology; Politics","score_opus":0.021408755103907873,"score_gpt":0.2719113581607316,"score_spread":0.2505026030568237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403423619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755764,0.0020918052,0.000080701364,0.0048398064,0.0000552324,0.0001799109,0.0010937304,0.0000063126336,0.016076075],"genre_scores_gemma":[0.9828016,0.0023962292,0.00030241365,0.001173282,0.000014199054,0.00014949904,0.0008449681,0.000011319956,0.01230653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99568045,0.0010034842,0.00011119263,0.00014371828,0.00083605986,0.002225024],"domain_scores_gemma":[0.99368614,0.0008238178,0.0005651659,0.00012275744,0.002766639,0.0020354793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038670886,0.00064113736,0.0007927672,0.0031978698,0.013319201,0.0069904104,0.0031096989,0.0017786184,0.0032789195],"category_scores_gemma":[0.008523488,0.00051029515,0.0008825458,0.011217529,0.0038460866,0.0017792745,0.0055260225,0.0023781303,0.00026054514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079222093,0.000976184,0.79788226,0.0003485411,0.0003308628,0.0016345277,0.10666076,0.0017725516,0.0004954179,0.016743366,0.019105136,0.05325808],"study_design_scores_gemma":[0.00005787627,0.0001841842,0.6383402,0.0004292695,0.00013979482,0.00013004612,0.34640312,0.00102747,0.0002280591,0.00061906164,0.0123761445,0.00006479795],"about_ca_topic_score_codex":0.99733424,"about_ca_topic_score_gemma":0.9991941,"teacher_disagreement_score":0.16569848,"about_ca_system_score_codex":0.16569848,"about_ca_system_score_gemma":0.24005234,"threshold_uncertainty_score":0.9676715},"labels":[],"label_agreement":null},{"id":"W4403423632","doi":"10.1007/978-3-031-67604-8_5","title":"The Application of Randomized and Quasi-Experimental Designs in Federal Government Program Evaluation","year":2024,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Government (linguistics); Computer science; Political science","score_opus":0.0852557673877345,"score_gpt":0.4114723712296289,"score_spread":0.3262166038418944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403423632","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002103421,0.0066988803,0.970564,0.0042906334,0.0011171392,0.000802669,0.00022854946,0.00013861763,0.014056166],"genre_scores_gemma":[0.10658564,0.0060646306,0.87182575,0.0026517478,0.0010785356,0.0061792457,0.000121398436,0.000136746,0.0053563095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.5560255,0.4267273,0.0033306687,0.004283633,0.009026543,0.00060625194],"domain_scores_gemma":[0.31982145,0.66246957,0.004012752,0.010455461,0.0028489656,0.00039170837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.17222117,0.0019273317,0.003479497,0.0021021713,0.0016425459,0.004930226,0.004483436,0.00446182,0.010966624],"category_scores_gemma":[0.32205704,0.0021944072,0.002073716,0.003364383,0.013116957,0.007590786,0.0029852092,0.006547932,0.0008931039],"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":[0.00023559842,0.00017488914,0.0004551819,0.0007607481,0.00025929077,0.00003758644,0.00035320153,0.008209652,0.00011253539,0.89923036,0.0044592307,0.08571173],"study_design_scores_gemma":[0.00018439375,0.00014340713,0.00025696735,0.00022771042,0.000066449895,0.000026070866,0.00008145347,0.01870342,0.00022086262,0.9746382,0.0054221256,0.00002896264],"about_ca_topic_score_codex":0.0028068414,"about_ca_topic_score_gemma":0.003931996,"teacher_disagreement_score":0.17222117,"about_ca_system_score_codex":0.004384428,"about_ca_system_score_gemma":0.0070172027,"threshold_uncertainty_score":0.9108035},"labels":[],"label_agreement":null},{"id":"W4403423710","doi":"10.1007/978-3-031-67604-8_4","title":"A Literature Review on the Effects of the Minimum Wage: From Employment to Well-Being","year":2024,"lang":"en","type":"review","venue":"Contributions to economics","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Minimum wage; Labour economics; Wage; Economics; Demographic economics","score_opus":0.01711055045366394,"score_gpt":0.2750511995289155,"score_spread":0.25794064907525155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403423710","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008885315,0.99884194,0.000048535538,0.00056684215,0.00011766831,0.000002117805,0.000038773476,8.186167e-7,0.00029450186],"genre_scores_gemma":[0.0006691151,0.998806,0.00006802597,0.0002007624,0.00016182869,0.0000040617397,0.000022796474,5.383258e-7,0.00006689346],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9994325,0.0001692214,0.000111050525,0.00011273317,0.00014179459,0.00003273796],"domain_scores_gemma":[0.99534863,0.0038949293,0.0003015235,0.000044023906,0.0003407445,0.000070128546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016726546,0.0007537003,0.0021062354,0.0034428793,0.00034017809,0.0016997812,0.00093069556,0.0014149413,0.00599171],"category_scores_gemma":[0.0057389466,0.00037036222,0.00094651367,0.0073153856,0.00075744884,0.0016968974,0.00095319026,0.0016984715,0.0007907697],"study_design_candidate":"systematic_review","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":[0.00013525652,0.000094267176,0.0012734894,0.088023745,0.00047681635,0.00014281795,0.00018835653,0.00040619043,0.00016939103,0.011513356,0.037098438,0.8604779],"study_design_scores_gemma":[0.00006981863,0.0001604196,0.017473688,0.20207115,0.0023276352,0.0010132954,0.0007376828,0.00025840572,0.0002316409,0.020511856,0.75505346,0.00009091635],"about_ca_topic_score_codex":0.0057477416,"about_ca_topic_score_gemma":0.009683198,"teacher_disagreement_score":0.00599171,"about_ca_system_score_codex":0.0011987305,"about_ca_system_score_gemma":0.0039013063,"threshold_uncertainty_score":0.020044208},"labels":[],"label_agreement":null},{"id":"W4403423835","doi":"10.1007/978-3-031-67604-8_1","title":"Evaluation and Decision in Times of Crisis","year":2024,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Psychology; Business","score_opus":0.1071133609451431,"score_gpt":0.45706817440130704,"score_spread":0.34995481345616397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403423835","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024713941,0.062268555,0.061885644,0.035555616,0.0044850204,0.00011354479,0.000117661104,0.00015232158,0.8329503],"genre_scores_gemma":[0.17508341,0.09562703,0.074829936,0.009857583,0.006597119,0.00029278154,0.00020697633,0.00030885354,0.63719624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971311,0.0014557398,0.000071128045,0.00012210674,0.0010992677,0.00012063134],"domain_scores_gemma":[0.9939773,0.0048418143,0.00014415711,0.00016747558,0.00070382474,0.00016532013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049397335,0.00069932616,0.00072312297,0.0014667196,0.0010054465,0.0074213124,0.00086859823,0.0022682273,0.0111044],"category_scores_gemma":[0.009953329,0.0002527589,0.0002217445,0.0020885,0.003731561,0.004917839,0.0015390062,0.0025427057,0.0030419233],"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":[0.000018248707,0.00004952109,0.00016204591,0.00019348005,0.000009604771,0.00006340262,0.0004561507,0.0031496994,0.00017123687,0.62620956,0.14498977,0.22452734],"study_design_scores_gemma":[0.0000049276764,0.000014328755,0.0002722892,0.00039126872,0.0000048189054,0.000050016188,0.00044027614,0.0028176114,0.00015495511,0.7325904,0.26324666,0.000012447923],"about_ca_topic_score_codex":0.0026314813,"about_ca_topic_score_gemma":0.004888657,"teacher_disagreement_score":0.0111044,"about_ca_system_score_codex":0.0026877157,"about_ca_system_score_gemma":0.003314654,"threshold_uncertainty_score":0.03714794},"labels":[],"label_agreement":null},{"id":"W4403423938","doi":"10.1007/978-3-031-67604-8","title":"Public Policy Evaluation and Analysis","year":2024,"lang":"en","type":"book","venue":"Contributions to economics","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade Federal de Viçosa; Employment and Social Development Canada; Universidade Federal do Rio Grande do Norte; Université Laval","keywords":"Political science; Computer science","score_opus":0.20624305178601193,"score_gpt":0.4955287573432082,"score_spread":0.2892857055571963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403423938","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035943373,0.0071951905,0.03277836,0.014837237,0.001820155,0.00019481087,0.0003226151,0.00041317122,0.942079],"genre_scores_gemma":[0.013558307,0.0071065514,0.022243876,0.0034376853,0.0015369018,0.0003152518,0.00035236793,0.0003696911,0.9510793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99399626,0.0024295112,0.00013321855,0.0003517384,0.0028453814,0.00024384941],"domain_scores_gemma":[0.99419266,0.0035430824,0.000116163836,0.0006735452,0.0013170803,0.0001574972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006827614,0.0009911399,0.0013064892,0.0028489733,0.0015147288,0.009207242,0.0012344633,0.0028574362,0.049033463],"category_scores_gemma":[0.013838508,0.0006722349,0.00056532875,0.0027162784,0.0036399139,0.0047330456,0.0023789757,0.0033820968,0.026624002],"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":[0.00001138663,0.000035522342,0.00005916397,0.00007935814,0.000008551288,0.00001465881,0.00009954168,0.0011078111,0.00007195103,0.43948662,0.42934355,0.12968187],"study_design_scores_gemma":[0.000004810387,0.000006291561,0.00014730533,0.00017403187,0.000006465316,0.000018766623,0.000110009205,0.0015810829,0.00015646289,0.45422688,0.54355884,0.000008953375],"about_ca_topic_score_codex":0.00841223,"about_ca_topic_score_gemma":0.011789226,"teacher_disagreement_score":0.049033463,"about_ca_system_score_codex":0.0065662926,"about_ca_system_score_gemma":0.009087553,"threshold_uncertainty_score":0.1640333},"labels":[],"label_agreement":null},{"id":"W4403424473","doi":"10.1007/978-3-031-67604-8_2","title":"Labour Market and Intervention Policies During COVID-19: A Comparison Within Some OECD Countries","year":2024,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Intervention (counseling); Economics; Business; International economics; Medicine; Nursing","score_opus":0.03637911603632365,"score_gpt":0.3899419235347163,"score_spread":0.35356280749839264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403424473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66950995,0.022679232,0.00076991384,0.009593959,0.00041105977,0.0002888875,0.0075776395,0.00009909955,0.28907034],"genre_scores_gemma":[0.94586086,0.0072001973,0.0006243383,0.0020967764,0.00010496787,0.00027044796,0.0027565334,0.00006364741,0.041022204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971192,0.00036158937,0.00012792033,0.00015609655,0.00041544408,0.0018197667],"domain_scores_gemma":[0.998055,0.00044855213,0.00036189263,0.00008397141,0.00056082977,0.0004897271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023665214,0.0003469748,0.0004048848,0.003847965,0.0027028455,0.0052431477,0.001002522,0.0014353367,0.0051666135],"category_scores_gemma":[0.0038957924,0.00023687769,0.00067394966,0.008586553,0.00179461,0.0015145629,0.0031056185,0.0014288729,0.0005374682],"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":[0.0032558178,0.000630326,0.21461998,0.0024021987,0.00030396826,0.004656302,0.0455109,0.0059332983,0.0016969299,0.3781313,0.07314118,0.26971775],"study_design_scores_gemma":[0.00008029528,0.0002529876,0.7187952,0.0008772459,0.00007966708,0.00025809437,0.029850323,0.00028922196,0.00073151774,0.0025229494,0.24621347,0.000049022703],"about_ca_topic_score_codex":0.2820044,"about_ca_topic_score_gemma":0.3967519,"teacher_disagreement_score":0.2820044,"about_ca_system_score_codex":0.017122392,"about_ca_system_score_gemma":0.016249416,"threshold_uncertainty_score":0.56072587},"labels":[],"label_agreement":null},{"id":"W58849478","doi":"10.1007/978-3-7908-2715-6_2","title":"Data, Models, Theory and Reality: The Structure of Demographic Knowledge","year":2003,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Epistemology; Empiricism; Perspective (graphical); Abstraction; Sociology; Computer science; Philosophy; Artificial intelligence","score_opus":0.06653177441255825,"score_gpt":0.25051438259076797,"score_spread":0.18398260817820972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W58849478","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016741877,0.08576698,0.42746097,0.10373278,0.001334423,0.00013434995,0.0015853407,0.00039804465,0.36284524],"genre_scores_gemma":[0.6466524,0.079491936,0.21581076,0.008082584,0.0029975844,0.00080232305,0.0027505164,0.0004738665,0.04293806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972404,0.0017466337,0.00011263888,0.0003055635,0.00052273984,0.000072112256],"domain_scores_gemma":[0.9868188,0.010862731,0.00042100463,0.001136148,0.00052650407,0.00023473815],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004926041,0.00056717376,0.00084052567,0.0035606206,0.0017381172,0.010100308,0.0017108774,0.0019458372,0.0044389376],"category_scores_gemma":[0.014206383,0.00078340294,0.00045746568,0.0078832,0.01946652,0.018418266,0.0029540902,0.0043600486,0.00092525524],"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":[0.000002541045,0.0000041652447,0.00022753964,0.0000521958,0.000005148702,0.00002181413,0.0009668079,0.00043584968,0.000018121287,0.9852474,0.0028642812,0.010154124],"study_design_scores_gemma":[0.0000016418234,0.000002260433,0.00013649477,0.00009271394,0.0000023685,0.000025011586,0.00028497592,0.0009576572,0.000025802241,0.97164977,0.026816871,0.000004334904],"about_ca_topic_score_codex":0.004017142,"about_ca_topic_score_gemma":0.004520833,"teacher_disagreement_score":0.99826187,"about_ca_system_score_codex":0.0045633945,"about_ca_system_score_gemma":0.004193296,"threshold_uncertainty_score":0.033109903},"labels":[],"label_agreement":null},{"id":"W992836683","doi":"10.1007/978-3-642-57497-9_19","title":"Is the Warsaw Stock Exchange Mature Enough to Analyse the Returns by the Models Known on the Developed Markets?","year":2002,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial economics; Stock (firearms); Stock exchange; Economics; Business; Geography; Finance","score_opus":0.05408933221347951,"score_gpt":0.23183085027541472,"score_spread":0.17774151806193522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W992836683","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14223744,0.22570638,0.31023762,0.043238636,0.008057058,0.00047020978,0.011738948,0.0017863183,0.2565274],"genre_scores_gemma":[0.61995846,0.17493364,0.092544794,0.003915226,0.0065380223,0.00047862416,0.015264703,0.0004258127,0.08594079],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995474,0.000118072785,0.00003641599,0.00006230621,0.00018857581,0.00004704142],"domain_scores_gemma":[0.99912053,0.00031251155,0.00016723582,0.00017019517,0.00017265475,0.00005680971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015442565,0.0009784782,0.0010815241,0.0017489193,0.00027137497,0.003312632,0.0008853842,0.0011210894,0.0057852957],"category_scores_gemma":[0.004856279,0.0003192733,0.0004720377,0.0025330586,0.0005098648,0.006413671,0.00086340785,0.0014740061,0.0033972547],"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":[0.00021306146,0.0001668251,0.018685194,0.00057105545,0.0003254558,0.00027705813,0.00020824521,0.018249372,0.00066300505,0.36459374,0.113914266,0.48213267],"study_design_scores_gemma":[0.00008959735,0.000119308694,0.017629633,0.00051306817,0.00009764679,0.00051599514,0.0003500808,0.14219993,0.0010829713,0.37652633,0.46078923,0.00008626442],"about_ca_topic_score_codex":0.0029759307,"about_ca_topic_score_gemma":0.0022484942,"teacher_disagreement_score":0.0057852957,"about_ca_system_score_codex":0.0006955811,"about_ca_system_score_gemma":0.00072964205,"threshold_uncertainty_score":0.019353688},"labels":[],"label_agreement":null}]}