{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"29e221d054d8","filters":{"venue":"ERES eBooks"}},"results":[{"id":"W2236786580","doi":"","title":"A Comparison of US and Canadian Residential Mortgage Markets","year":2002,"lang":"en","type":"article","venue":"ERES eBooks","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Government (linguistics); Financial market; Public policy; Globalization; Economics; Finance; Business; Market economy; Economic growth","authors":[{"name":"Marsha Courchane","is_ca":false},{"name":"Judith A. Giles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04857558075279836,"gpt":0.229795460464497,"spread":0.1812198797116986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008304201,0.0002681373,0.0002872495,0.003729394,0.002448217,0.002707527,0.0008771945,0.0004201671,0.01102798],"category_scores_gemma":[0.003879328,0.0001480295,0.0005578495,0.007231185,0.0006333457,0.001014632,0.00100458,0.000464104,0.00047963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03112335,"about_ca_system_score_gemma":0.01737399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929442,"about_ca_topic_score_gemma":0.9973188,"domain_scores_codex":[0.9990022,0.00005664318,0.00002654028,0.00007291825,0.000411757,0.0004299259],"domain_scores_gemma":[0.9981911,0.0001495756,0.0001532742,0.00005169713,0.001153694,0.0003007671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009591655,0.0001906907,0.5001671,0.0003948461,0.0002175795,0.0009148594,0.01263023,0.004064712,0.001245697,0.1518491,0.1220675,0.2052987],"study_design_scores_gemma":[0.00002614807,0.0000271018,0.9211367,0.00009494,0.00004536616,0.0001699612,0.0110305,0.00285208,0.0003415782,0.001331059,0.06288923,0.00005521849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7966197,0.003887951,0.0004454863,0.004081089,0.00006074191,0.00006017055,0.01215803,0.00006784539,0.182619],"genre_scores_gemma":[0.9830515,0.001751813,0.0003325134,0.0002220897,0.00001305021,0.00001288346,0.004390651,0.00001964045,0.01020589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03112335,"threshold_uncertainty_score":0.2258167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123068001","doi":"","title":"Assessing the Inclusiveness of Built Facilities: A Case Study of Higher Education Facilities","year":2011,"lang":"en","type":"article","venue":"ERES eBooks","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Audit; Analytic hierarchy process; Multiple-criteria decision analysis; Originality; Inclusion (mineral); Built environment; Process (computing); Engineering; Management science; Operations research; Business; Computer science; Psychology; Sociology; Civil engineering; Accounting; Qualitative research; Social science; Social psychology","authors":[{"name":"Wai Kin Lau","is_ca":false},{"name":"Daniel Chi Wing Ho","is_ca":false},{"name":"Yung Yau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05888757613536435,"gpt":0.3131558906409417,"spread":0.2542683145055774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008448786,0.0004492067,0.0005153976,0.00305203,0.003862951,0.003642934,0.001479474,0.001528969,0.002856454],"category_scores_gemma":[0.01160313,0.0002985428,0.0006559213,0.003978325,0.002327343,0.002425504,0.003225094,0.0010049,0.0001917194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006402966,"about_ca_system_score_gemma":0.00367632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157224,"about_ca_topic_score_gemma":0.03298039,"domain_scores_codex":[0.9895422,0.007730552,0.0003358258,0.0002554404,0.001223531,0.0009123851],"domain_scores_gemma":[0.9829062,0.01212535,0.001811054,0.0005805035,0.001749817,0.0008270878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007822277,0.002733254,0.2471163,0.005092108,0.0002258566,0.06827555,0.3382295,0.02121088,0.005617084,0.04297655,0.003980149,0.2637606],"study_design_scores_gemma":[0.00007296675,0.001719902,0.1315939,0.002130817,0.0001825217,0.005806487,0.8028994,0.01609404,0.004139055,0.004218735,0.03097299,0.0001692123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811906,0.0005830748,0.006498326,0.0006451702,0.00002051965,0.0004794404,0.00005646465,0.00001052631,0.01051592],"genre_scores_gemma":[0.9943413,0.0004406413,0.004119323,0.00004242955,0.000006923844,0.00009464969,0.0000128399,0.000002597229,0.0009393328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157224,"threshold_uncertainty_score":0.04645699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122472221","doi":"","title":"Which House Price","year":2005,"lang":"en","type":"article","venue":"ERES eBooks","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"House price; Judgement; Price index; Index (typography); Econometrics; Economics; Composite index; Measure (data warehouse); Lag; Actuarial science; Computer science; Composite indicator; Data mining","authors":[{"name":"Ben Clarke","is_ca":false},{"name":"Ermina Topintzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02682083488714167,"gpt":0.2046438125551096,"spread":0.177822977667968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000903,0.0002161896,0.0006225304,0.001300134,0.000440692,0.0027219,0.0005339447,0.0006065528,0.07281096],"category_scores_gemma":[0.009260749,0.0001529338,0.0004694227,0.002029889,0.0006765617,0.002378663,0.0004748244,0.0005989895,0.02123784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003832,"about_ca_system_score_gemma":0.0007775998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02412215,"about_ca_topic_score_gemma":0.02588383,"domain_scores_codex":[0.9988201,0.0001346367,0.00009160627,0.0002692653,0.0005006469,0.0001837118],"domain_scores_gemma":[0.9973751,0.0003831649,0.0005115462,0.0003377461,0.0009652532,0.0004272777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004374625,0.0001307463,0.1032716,0.0006433857,0.0001317985,0.0003705155,0.001375548,0.0009521038,0.001114467,0.1234259,0.4168375,0.3513091],"study_design_scores_gemma":[0.00005897322,0.0001853133,0.2027434,0.0004537301,0.00004992636,0.0008091804,0.003341005,0.001380202,0.001552194,0.02680799,0.7625222,0.00009589395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2416105,0.007454911,0.01541397,0.02714539,0.003286272,0.000381917,0.07294548,0.0006821119,0.6310794],"genre_scores_gemma":[0.7449604,0.006168759,0.006901666,0.001868627,0.0008637324,0.0001478689,0.02565701,0.000295675,0.2131364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07281096,"threshold_uncertainty_score":0.2435769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123923600","doi":"","title":"The data sensitivity of UK office and retail supply forecasts","year":2001,"lang":"en","type":"article","venue":"ERES eBooks","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Strengths and weaknesses; Econometrics; Sensitivity (control systems); Time series; Business; Operations research; Economics; Computer science; Engineering; Geography","authors":[{"name":"Michael Ball","is_ca":false},{"name":"Sotiris Tsolacos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06682109849207582,"gpt":0.2231577695366873,"spread":0.1563366710446115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01185666,0.0004377183,0.000789404,0.001892609,0.000440584,0.003033389,0.0006412137,0.001046833,0.001836718],"category_scores_gemma":[0.1073537,0.0005761459,0.0005630332,0.003115222,0.0007160014,0.002932553,0.002114157,0.001607122,0.0006791095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00265419,"about_ca_system_score_gemma":0.0005615368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06237108,"about_ca_topic_score_gemma":0.03784473,"domain_scores_codex":[0.9866217,0.006496065,0.001114342,0.001938812,0.00330223,0.0005267296],"domain_scores_gemma":[0.8775629,0.1008125,0.007622059,0.0054674,0.008124965,0.0004102341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001815254,0.00007256874,0.4613891,0.0006424231,0.0006045185,0.001359586,0.004742583,0.4138296,0.002238593,0.008430478,0.02555186,0.07932346],"study_design_scores_gemma":[0.0001483597,0.0003804381,0.5176464,0.000646521,0.0003369158,0.00151645,0.007294771,0.3917375,0.008240282,0.02113263,0.05033884,0.0005808784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417412,0.002896048,0.01456638,0.005764293,0.0004649258,0.00008447414,0.01436542,0.000364519,0.01975279],"genre_scores_gemma":[0.9913414,0.0005376391,0.001267464,0.0002100053,0.00006650625,0.00002137939,0.005388775,0.00005593349,0.0011109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06237108,"threshold_uncertainty_score":0.124016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123261662","doi":"","title":"Portfolio Transactions in Europe","year":2007,"lang":"en","type":"article","venue":"ERES eBooks","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Portfolio; Real estate; Business; Presentation (obstetrics); Czech; Quarter (Canadian coin); Investment (military); Finance; European market; Commerce; Geography; Political science","authors":[{"name":"Yvonne McCartney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02855193049443771,"gpt":0.214497488159629,"spread":0.1859455576651913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007221118,0.0002864687,0.0002782092,0.001692647,0.000460148,0.003986164,0.0003305902,0.0009679022,0.02923048],"category_scores_gemma":[0.002819579,0.0000887533,0.0001938638,0.004555703,0.0005304408,0.002857156,0.001003311,0.0006033918,0.003850808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006432848,"about_ca_system_score_gemma":0.0004282084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749167,"about_ca_topic_score_gemma":0.0008116002,"domain_scores_codex":[0.9990985,0.0001647459,0.0001067971,0.0001880288,0.0003353571,0.0001064402],"domain_scores_gemma":[0.9990803,0.000205274,0.000333014,0.00006862303,0.0001862162,0.0001265481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003194353,0.0001765902,0.0345741,0.0005323929,0.00004877424,0.001242155,0.002442884,0.001942517,0.001415735,0.2747276,0.1592375,0.5233402],"study_design_scores_gemma":[0.00002712462,0.0001259583,0.05194091,0.0004339087,0.00001443719,0.002826751,0.001428962,0.0007723442,0.0006403221,0.01942499,0.9223345,0.00002985769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2355387,0.05660236,0.00661272,0.005333717,0.001365083,0.0001178173,0.007942525,0.000278637,0.6862084],"genre_scores_gemma":[0.8467063,0.02548186,0.003507624,0.001206377,0.0007758021,0.00007420967,0.006343278,0.00009081405,0.1158138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02923048,"threshold_uncertainty_score":0.09778571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126117414","doi":"","title":"On the principle of comparison","year":2012,"lang":"en","type":"article","venue":"ERES eBooks","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subject (documents); Property (philosophy); Similarity (geometry); Value (mathematics); Real estate; Process (computing); Convergence (economics); Computer science; Econometrics; Mathematical economics; Mathematics; Economics; Epistemology; Artificial intelligence; Philosophy; Finance; Machine learning","authors":[{"name":"Ünsal Özdilek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07039427839479552,"gpt":0.2507271899875753,"spread":0.1803329115927798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02891581,0.001394643,0.003356855,0.005757615,0.004503833,0.01290035,0.004112239,0.005125151,0.01222249],"category_scores_gemma":[0.0380296,0.0009213072,0.003688352,0.004604064,0.04243454,0.01923746,0.00950041,0.00922156,0.004124468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005543239,"about_ca_system_score_gemma":0.003819406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003305388,"about_ca_topic_score_gemma":0.001337977,"domain_scores_codex":[0.9645567,0.01815718,0.002651618,0.007342923,0.006404972,0.0008865769],"domain_scores_gemma":[0.9728388,0.01664608,0.001627402,0.005107068,0.003111651,0.0006689561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001607591,0.000005102064,0.00007268289,0.00006757426,0.00002548307,0.00002500558,0.0001454685,0.0003659659,0.00005313315,0.9914463,0.001623003,0.006154274],"study_design_scores_gemma":[0.0000123593,0.00001787269,0.00007113934,0.00006504437,0.00001099934,0.00007069373,0.00005112002,0.0006067735,0.00006581491,0.9679853,0.03102931,0.00001349134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005897724,0.01483354,0.6400317,0.0221118,0.004177189,0.0004673736,0.001033381,0.0003840102,0.3110633],"genre_scores_gemma":[0.3551097,0.01472783,0.565094,0.01530875,0.008479603,0.003312809,0.001772866,0.0008809301,0.03531341],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02891581,"threshold_uncertainty_score":0.1529232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}