{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"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":"2f4ba5b8266f","filters":{"venue":"Property Management"}},"results":[{"id":"W1996015453","doi":"10.1108/02637470110388235","title":"Crime and the design of residential property – exploring the theoretical background ‐ Part 1","year":2001,"lang":"en","type":"article","venue":"Property Management","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Panacea (medicine); Space (punctuation); Deliberation; Architectural engineering; Sociology; Law and economics; Political science; Law; Computer science; Engineering","authors":[{"name":"Paul Cozens","is_ca":false},{"name":"David Hillier","is_ca":false},{"name":"Gwyn Prescott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1786561933126366,"gpt":0.3343254078647816,"spread":0.155669214552145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002051469,0.0007552714,0.0006146889,0.003428871,0.004308273,0.00890453,0.002363532,0.004069301,0.006932575],"category_scores_gemma":[0.003064962,0.000681149,0.0006858687,0.002986143,0.03598339,0.007168403,0.003299779,0.003194456,0.0006950917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009238894,"about_ca_system_score_gemma":0.002825697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044002,"about_ca_topic_score_gemma":0.007710828,"domain_scores_codex":[0.9949727,0.003414512,0.0001580624,0.0003830837,0.0006739268,0.000397673],"domain_scores_gemma":[0.996635,0.002283598,0.0003028268,0.0002353858,0.0004257267,0.0001175298],"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":[0.000002119506,0.00001659607,0.0002154735,0.00009039012,0.000002022829,0.00004966933,0.001951207,0.0004260179,0.00001652304,0.9928097,0.001067758,0.003352577],"study_design_scores_gemma":[0.000008611701,0.00007689548,0.001850655,0.001403758,0.0000116342,0.0005042912,0.01000991,0.004369996,0.000299092,0.6728997,0.3085339,0.00003148915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0608643,0.08948827,0.08008543,0.05403612,0.00107302,0.0002197035,0.0001553037,0.00006733516,0.7140106],"genre_scores_gemma":[0.9014539,0.04479612,0.01576472,0.00275799,0.0006665101,0.0002929718,0.00009764883,0.00008326556,0.03408697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01044002,"threshold_uncertainty_score":0.06703323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080043486","doi":"10.1108/02637470310464472","title":"Modelling interactions of location with specific value of housing attributes","year":2003,"lang":"en","type":"article","venue":"Property Management","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Multicollinearity; Econometrics; Valuation (finance); Neighbourhood (mathematics); Spatial analysis; Property (philosophy); Real estate; Heteroscedasticity; Database transaction; Property tax; Computer science; Statistics; Economics; Mathematics; Regression analysis; Revenue","authors":[{"name":"Marius Thériault","is_ca":true},{"name":"François Des Rosiers","is_ca":true},{"name":"Paul Villeneuve","is_ca":true},{"name":"Yan Kestens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06040328890744206,"gpt":0.2038973490954364,"spread":0.1434940601879943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002122671,0.0008405273,0.0009264034,0.0007554639,0.0003740045,0.001754181,0.00147086,0.001054202,0.003578646],"category_scores_gemma":[0.00653496,0.0009562178,0.001742289,0.001201099,0.0006003141,0.00160637,0.001717085,0.001213932,0.0003475464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011784,"about_ca_system_score_gemma":0.00108459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02180883,"about_ca_topic_score_gemma":0.02437735,"domain_scores_codex":[0.9984236,0.0007261049,0.0000523938,0.0003619427,0.0002387337,0.0001972929],"domain_scores_gemma":[0.996026,0.002961848,0.0004338335,0.0002665585,0.0001945603,0.000117121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001186786,0.0001449104,0.03944772,0.00004710257,0.000291155,0.0003128276,0.0002597747,0.9331337,0.002088024,0.01447837,0.0002665808,0.009411153],"study_design_scores_gemma":[0.00001088283,0.0001083484,0.009364416,0.000005748563,0.00008404629,0.0000497522,0.00005035941,0.984736,0.0004828006,0.004179413,0.0009017629,0.0000265379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5827732,0.0001895201,0.4081649,0.0002247642,0.00004231883,0.0001460319,0.0009537692,0.0002398643,0.007265674],"genre_scores_gemma":[0.9688284,0.00009640135,0.02499395,0.00002843204,0.0000194098,0.0001379472,0.0003870829,0.00005156952,0.00545669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02180883,"threshold_uncertainty_score":0.04336381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033076897","doi":"10.1108/02637470910946390","title":"The asymmetric volatility of house prices in the UK","year":2009,"lang":"en","type":"article","venue":"Property Management","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Volatility (finance); Heteroscedasticity; Economics; Real estate; House price; Econometrics; Autoregressive conditional heteroskedasticity; Quarter (Canadian coin); Financial economics; Finance","authors":[{"name":"I‐Chun Tsai","is_ca":false},{"name":"Ming‐Chi Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0299265135317084,"gpt":0.2074693190445935,"spread":0.1775428055128851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004636816,0.0001140636,0.0002400198,0.0006973014,0.0001168791,0.0008767617,0.0001775727,0.0002220642,0.001653203],"category_scores_gemma":[0.004578604,0.0001156685,0.0001379963,0.001307232,0.0002804138,0.000628787,0.0004322965,0.0002802401,0.0002221779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057009,"about_ca_system_score_gemma":0.0002933952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03554608,"about_ca_topic_score_gemma":0.03083027,"domain_scores_codex":[0.9994681,0.00009417201,0.00007377082,0.00009094966,0.0002018299,0.00007118136],"domain_scores_gemma":[0.9972687,0.0007118282,0.001401941,0.0001702424,0.000375276,0.00007198602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003058059,0.00004703956,0.9354044,0.0001301091,0.0001081871,0.001692447,0.001428699,0.005586369,0.002726963,0.004150169,0.002918868,0.04550099],"study_design_scores_gemma":[0.000004857657,0.00003760913,0.9938359,0.00002024595,0.00001336112,0.0002671106,0.0003879164,0.00305133,0.0003908491,0.000523278,0.001454937,0.00001253568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994591,0.0003758346,0.0006753569,0.0002770575,0.00001237395,0.000006882246,0.0008206834,0.00000819484,0.003232609],"genre_scores_gemma":[0.9991955,0.0001325079,0.00007016767,0.00001741979,0.000008125674,0.000001378505,0.0002869036,0.000001438807,0.0002865295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03554608,"threshold_uncertainty_score":0.07067835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129305480","doi":"10.1108/02637470210450595","title":"A comparison of US and Canadian residential mortgage markets","year":2002,"lang":"en","type":"article","venue":"Property Management","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":13,"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; Economics; Public policy; Finance; Globalization; 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":0.05314810331397452,"gpt":0.2203045065784177,"spread":0.1671564032644432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007609247,0.0002622198,0.0002811827,0.003480896,0.002529347,0.002747762,0.0008583205,0.0004197703,0.01210862],"category_scores_gemma":[0.003260805,0.0001397533,0.0005680792,0.006606625,0.000589581,0.0009624867,0.0009401893,0.000445539,0.0005072071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03128117,"about_ca_system_score_gemma":0.01772734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933856,"about_ca_topic_score_gemma":0.9974676,"domain_scores_codex":[0.9991162,0.00005078982,0.00002292589,0.00006461306,0.0003492373,0.0003962343],"domain_scores_gemma":[0.9983048,0.0001339106,0.0001295034,0.00004422757,0.001117952,0.0002695091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000038,0.0001859669,0.499057,0.0003981846,0.0002375645,0.0009805113,0.01217746,0.004259632,0.001339857,0.1536349,0.131422,0.1953069],"study_design_scores_gemma":[0.00002902003,0.00002804572,0.9128804,0.00009477093,0.00005285376,0.0001884892,0.01062087,0.002886565,0.000365197,0.001301896,0.07149512,0.00005683554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7964212,0.003517136,0.0003958846,0.003765227,0.00006150175,0.00005785445,0.01216275,0.00007349706,0.1835448],"genre_scores_gemma":[0.982052,0.001682468,0.0003388741,0.0002219412,0.00001299645,0.000013695,0.004654645,0.00002048614,0.01100292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03128117,"threshold_uncertainty_score":0.2269619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077872197","doi":"10.1108/02637470510580570","title":"Efficiency outcomes from space charging in UK higher education estates","year":2005,"lang":"en","type":"article","venue":"Property Management","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Space (punctuation); Scrutiny; Real estate; Revenue; Value (mathematics); Originality; Economics; Institution; Higher education; Quarter (Canadian coin); Actuarial science; Environmental economics; Operations research; Computer science; Business; Public economics; Finance; Accounting; Qualitative research; Sociology; Statistics; Economic growth; Mathematics; Political science; Law","authors":[{"name":"Mary Lou Downie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03097645637081484,"gpt":0.2179899753120615,"spread":0.1870135189412466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005030585,0.000295116,0.0005636262,0.002401016,0.001280125,0.00456896,0.0008654002,0.0007567908,0.008769073],"category_scores_gemma":[0.03897146,0.0002196891,0.0007895236,0.003974074,0.002130494,0.002727466,0.004809543,0.001180526,0.001073984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007058961,"about_ca_system_score_gemma":0.002038552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02195856,"about_ca_topic_score_gemma":0.02692555,"domain_scores_codex":[0.9914512,0.002924478,0.0008325515,0.000491299,0.002740544,0.001559898],"domain_scores_gemma":[0.9701549,0.00747552,0.0124954,0.001243678,0.005653328,0.002977228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001160244,0.0008801274,0.9220394,0.0003309869,0.0001952979,0.000491914,0.007990455,0.002289635,0.0002497275,0.002954279,0.005695021,0.05572275],"study_design_scores_gemma":[0.0000237409,0.0005365702,0.9848837,0.00009048338,0.00002829834,0.00008969271,0.01055156,0.0005772013,0.0001810207,0.000495653,0.002511052,0.00003106631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957302,0.0001773277,0.0001079091,0.0003357426,0.00001489749,0.00002964438,0.0003119415,0.000005816175,0.003286448],"genre_scores_gemma":[0.9986941,0.00007851527,0.0000541735,0.00003169059,0.000005909697,0.00001519706,0.0002582854,0.000005415601,0.0008565764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02195856,"threshold_uncertainty_score":0.0512166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073232150","doi":"10.1108/02637470710753620","title":"Influencer and other “buying” roles in the decision‐making process of retirement housing purchasers","year":2007,"lang":"en","type":"article","venue":"Property Management","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Spouse; Influencer marketing; Quarter (Canadian coin); Originality; Marketing; Business; Promotion (chess); Decision-making; Value (mathematics); Profit (economics); Public relations; Psychology; Demographic economics; Social psychology; Economics; Political science","authors":[{"name":"Martin Livette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02871393662457907,"gpt":0.3354640347983418,"spread":0.3067500981737628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003231391,0.0002037519,0.0001845673,0.0005181126,0.002022333,0.002091901,0.00031202,0.000525655,0.00613717],"category_scores_gemma":[0.006349093,0.0001912157,0.0002503431,0.000202253,0.00309056,0.001009648,0.001026699,0.0006977946,0.000348838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006423411,"about_ca_system_score_gemma":0.0008111723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004194053,"about_ca_topic_score_gemma":0.006113897,"domain_scores_codex":[0.9960881,0.003029484,0.00008608839,0.0001499388,0.0002709802,0.0003753637],"domain_scores_gemma":[0.9940555,0.003831931,0.0007552201,0.0002096575,0.0002903276,0.0008573548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006008232,0.0006312362,0.3642381,0.0002024965,0.00008902362,0.002632495,0.5483144,0.0003073835,0.003322946,0.01472625,0.001573398,0.06336156],"study_design_scores_gemma":[0.0000675237,0.0007131029,0.3602758,0.0002348085,0.00009500263,0.002173388,0.6022454,0.001758108,0.001320063,0.005525296,0.02551468,0.00007681713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985655,0.0001592352,0.0005026549,0.0005058458,0.00001765905,0.00001979467,0.000005730363,0.000003206235,0.01313086],"genre_scores_gemma":[0.9985474,0.00007017126,0.0002006155,0.00008073881,0.00000652649,0.000005291652,0.000004190163,0.000001683987,0.001083337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00613717,"threshold_uncertainty_score":0.02053088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323051223","doi":"10.1108/pm-10-2022-0082","title":"An international examination of market orientation and performance in residential property management","year":2023,"lang":"en","type":"article","venue":"Property Management","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Real estate; Property management; Business; Market orientation; CLARITY; Renting; Originality; Marketing; Competitor analysis; Sample (material); Lease; Loyalty; Finance; Qualitative research; Sociology","authors":[{"name":"Grant Alexander Wilson","is_ca":true},{"name":"Gabriel Millard","is_ca":false},{"name":"Cameron Hills","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02730216778423062,"gpt":0.2208452928667547,"spread":0.1935431250825241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565266,0.0001385292,0.0001671745,0.001504435,0.0004134891,0.001484585,0.0001798863,0.0001428831,0.004487652],"category_scores_gemma":[0.003646529,0.00006177678,0.0001952019,0.003261138,0.001005314,0.00121416,0.001080023,0.0004217144,0.0002703291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006881934,"about_ca_system_score_gemma":0.0005822084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006291237,"about_ca_topic_score_gemma":0.01134842,"domain_scores_codex":[0.999508,0.0001888124,0.00003378717,0.00006483027,0.0001023618,0.0001021255],"domain_scores_gemma":[0.9942623,0.001466246,0.002643783,0.0002677428,0.0007224862,0.0006373447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008753721,0.0001644006,0.9540113,0.00007208606,0.00004429436,0.0001220739,0.002789179,0.0001799928,0.0003142389,0.004840174,0.000805551,0.03656929],"study_design_scores_gemma":[0.000001380779,0.00005238486,0.9927412,0.00003678039,0.00001067378,0.00006913378,0.004647934,0.0001563043,0.0001207739,0.0003039549,0.001855406,0.000004058238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718669,0.0009645652,0.0003026716,0.0003286286,0.0000161945,0.00001199818,0.0001908886,0.000004578969,0.02631354],"genre_scores_gemma":[0.9992335,0.0001726861,0.00008366601,0.00001812153,0.000008844695,0.000002720234,0.00006940933,0.000001696127,0.000409438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006291237,"threshold_uncertainty_score":0.01501274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170143620","doi":"10.1108/pm-12-2019-0071","title":"On the Property Management Services Ordinance of Hong Kong: concerns and implications","year":2021,"lang":"en","type":"article","venue":"Property Management","topic":"Legal principles and applications","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Property management; Legislation; Business; Legislature; Government (linguistics); Originality; Intellectual property; Property (philosophy); Property law; Corporate governance; Common law; Law and economics; Freedom of contract; Property rights; Public administration; Law; Economics; Political science; Finance; Real estate","authors":[{"name":"Philip Wong","is_ca":false},{"name":"Joseph H.K. Lai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04207880207837401,"gpt":0.2974578321464861,"spread":0.2553790300681121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01204858,0.000170204,0.0002573725,0.00104863,0.002058651,0.004460079,0.0009926354,0.001206104,0.001883636],"category_scores_gemma":[0.01480495,0.0002219277,0.000389302,0.001794858,0.004689869,0.002017837,0.00125039,0.00156599,0.0001510419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01031323,"about_ca_system_score_gemma":0.03315326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.33856,"about_ca_topic_score_gemma":0.2174249,"domain_scores_codex":[0.9948267,0.001917576,0.0006769648,0.0004473949,0.001535315,0.0005959929],"domain_scores_gemma":[0.9769087,0.01289085,0.003350354,0.0007980134,0.005139249,0.0009128038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002032403,0.0002712266,0.1793391,0.01193839,0.0002867578,0.009992439,0.06508563,0.004886143,0.00364196,0.3081884,0.06077141,0.3553952],"study_design_scores_gemma":[0.00002888636,0.0002927696,0.2481266,0.007434902,0.0002416401,0.001341135,0.08880408,0.0008867744,0.001926375,0.009979682,0.6407658,0.0001713676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5844539,0.1344184,0.004941613,0.1115896,0.002345014,0.0004266751,0.0008232186,0.00008371842,0.1609179],"genre_scores_gemma":[0.9320061,0.03578607,0.002657466,0.0178388,0.000237778,0.0001109675,0.0002341819,0.00001637301,0.01111217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33856,"threshold_uncertainty_score":0.6731788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034294819","doi":"10.1108/02637470310508662","title":"Hedonic estimation of income multipliers","year":2003,"lang":"en","type":"article","venue":"Property Management","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":4,"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":"Economics; Multiplier (economics); Valuation (finance); Econometrics; Income approach; Real estate; Apartment; Sample (material); Adjusted gross income; Gross income; Public economics; Macroeconomics; Finance","authors":[{"name":"Christian Janßen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02450474727896279,"gpt":0.1999611881807096,"spread":0.1754564409017468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002536282,0.0007019202,0.0004480601,0.001911836,0.000137909,0.001410757,0.0005461729,0.0004224521,0.006317764],"category_scores_gemma":[0.01325024,0.0002546061,0.0003165386,0.001818393,0.0001852565,0.001355562,0.0006583146,0.0006287208,0.0005305063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005057122,"about_ca_system_score_gemma":0.0002867999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809541,"about_ca_topic_score_gemma":0.00128433,"domain_scores_codex":[0.9994501,0.0002563728,0.0000498155,0.00007992298,0.0001206513,0.00004310148],"domain_scores_gemma":[0.9976436,0.001503555,0.0002931231,0.0001701877,0.0003445908,0.00004486254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006601,0.0004363236,0.1748481,0.0004310725,0.0004533817,0.0003519718,0.0005516395,0.2032674,0.007346752,0.136253,0.008689985,0.4667102],"study_design_scores_gemma":[0.00006378044,0.0003108874,0.1321829,0.00008473179,0.00006795922,0.0001404752,0.0004184342,0.7963947,0.003970269,0.05795648,0.008322625,0.00008672559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4296859,0.0005783155,0.5293742,0.0003163039,0.0001178284,0.000641773,0.004026202,0.0002427303,0.03501691],"genre_scores_gemma":[0.9169717,0.0002728121,0.07670588,0.00003370883,0.00003944823,0.0001988255,0.002543909,0.0000229901,0.003210773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006317764,"threshold_uncertainty_score":0.02113503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413930462","doi":"10.1108/pm-02-2025-0007","title":"Adoption of artificial intelligence in property management transactions: a systematic review and trend analysis","year":2025,"lang":"en","type":"article","venue":"Property Management","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Property (philosophy); Property management; Business; Computer science; Finance; Real estate","authors":[{"name":"Anthonia Oluwatosin Adediran","is_ca":false},{"name":"Ainoriza Mohd Aini","is_ca":false},{"name":"Samuel Mofoluwa Ajibade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.029302896651827,"gpt":0.2368646374939438,"spread":0.2075617408421168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0177839,0.0007740614,0.003154821,0.023808,0.0007863427,0.003379764,0.001644227,0.001489148,0.002221203],"category_scores_gemma":[0.08093387,0.0008626443,0.004318219,0.02606011,0.001329392,0.004101824,0.001874092,0.00140519,0.0002908336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453035,"about_ca_system_score_gemma":0.01999491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008448671,"about_ca_topic_score_gemma":0.02621199,"domain_scores_codex":[0.9846509,0.004622246,0.006146727,0.001095829,0.003134059,0.0003502807],"domain_scores_gemma":[0.873823,0.09488131,0.0151502,0.001835478,0.01349353,0.0008165367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001923469,0.0000582907,0.007346834,0.8004485,0.003666062,0.0002694295,0.002422539,0.0003001045,0.0003715612,0.001494848,0.003802064,0.1796274],"study_design_scores_gemma":[0.00005275916,0.0002228175,0.01286862,0.9226679,0.01247136,0.000530751,0.002873301,0.0002887485,0.0003365753,0.0008970302,0.04672924,0.00006082714],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007835808,0.9874101,0.0009524857,0.000959121,0.0001593133,0.0005508255,0.001153435,0.000020021,0.0009588316],"genre_scores_gemma":[0.05003937,0.9441872,0.0028492,0.000776617,0.00007362106,0.001068156,0.0008086513,0.00001864591,0.0001786452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.023808,"threshold_uncertainty_score":0.09405136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028598264","doi":"10.1108/pm-02-2014-0009","title":"Volatility clustering in land markets","year":2014,"lang":"en","type":"article","venue":"Property Management","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Volatility (finance); Volatility clustering; Cluster analysis; Economics; Financial economics; Econometrics; Portfolio; Autoregressive conditional heteroskedasticity; Statistics; Mathematics","authors":[{"name":"Helen X. H. Bao","is_ca":false},{"name":"Helen Hui Huang","is_ca":true},{"name":"Yu-Lieh Huang","is_ca":false},{"name":"Pin-Te Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02579309153882314,"gpt":0.1915663348057422,"spread":0.165773243266919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007353969,0.0001196098,0.0003338993,0.001696321,0.0004970768,0.001611004,0.0004949166,0.0003204348,0.002140663],"category_scores_gemma":[0.006210517,0.0001309175,0.0003938903,0.001727634,0.0009703523,0.001205544,0.0006154865,0.0004107577,0.0001914037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073664,"about_ca_system_score_gemma":0.0007052486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05091705,"about_ca_topic_score_gemma":0.03854901,"domain_scores_codex":[0.9993721,0.0001304672,0.00003202221,0.0001370539,0.000197402,0.00013102],"domain_scores_gemma":[0.996776,0.0007247267,0.001534018,0.0002858591,0.0004858354,0.0001934817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001534351,0.00008350414,0.8797098,0.00007633114,0.00033795,0.000557559,0.001029798,0.03568248,0.002990933,0.04881655,0.002419973,0.0281416],"study_design_scores_gemma":[0.00001420552,0.0000461104,0.8532908,0.00002791022,0.00004918229,0.0002546987,0.001260246,0.1104097,0.001370104,0.03024846,0.002981831,0.00004676476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923311,0.0003011877,0.00423444,0.0002727343,0.000004173755,0.00001361022,0.000280268,0.00002686551,0.002535565],"genre_scores_gemma":[0.999403,0.00004736064,0.0002309308,0.00001019891,0.000004413602,0.000001971001,0.0001345911,0.000002331207,0.000165199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05091705,"threshold_uncertainty_score":0.1012414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407721415","doi":"10.1108/pm-06-2024-0056","title":"Eco-conscious consumers’ green real estate decisions in India: the role of social commerce","year":2025,"lang":"en","type":"article","venue":"Property Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Real estate; Word of mouth; Marketing; Structural equation modeling; Originality; Psychology; Social psychology; Quality (philosophy); Confirmatory factor analysis; Population; Scale (ratio); Value (mathematics); Likert scale; Business; Sociology; Geography; Creativity; Computer science","authors":[{"name":"Yashwin Anand","is_ca":false},{"name":"Benny Godwin J. Davidson","is_ca":true},{"name":"Jossy P. George","is_ca":false},{"name":"Peter V. Muttungal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00945590983998737,"gpt":0.2260015320437272,"spread":0.2165456222037399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004297309,0.0001838599,0.0001861546,0.0008230484,0.001203773,0.003144447,0.0003456909,0.000335112,0.002786742],"category_scores_gemma":[0.001248504,0.0001854229,0.0003068118,0.001091514,0.00162682,0.00104717,0.001358771,0.0006871691,0.0002113777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328736,"about_ca_system_score_gemma":0.001560954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02787992,"about_ca_topic_score_gemma":0.04911105,"domain_scores_codex":[0.9995748,0.0001353264,0.00002290135,0.00004549172,0.0001012076,0.0001202933],"domain_scores_gemma":[0.9982237,0.0007332488,0.000527332,0.00009086571,0.0001878543,0.0002369991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001087166,0.0002809082,0.9057444,0.0002539576,0.00007159166,0.001629848,0.0566362,0.0002708164,0.0008456474,0.004905891,0.001143483,0.02810852],"study_design_scores_gemma":[0.000003222511,0.00006615572,0.8887501,0.0001038206,0.00005018904,0.0004741575,0.1051431,0.0007041871,0.0002132334,0.0009959015,0.003465733,0.0000301808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937178,0.0001716311,0.00006815784,0.0004668389,0.000006067928,0.000007097388,0.00003013582,0.000003493468,0.005528836],"genre_scores_gemma":[0.9992477,0.0001625727,0.00005751723,0.00005180662,0.000004304903,0.000002340548,0.0000153928,0.000001285959,0.0004572339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02787992,"threshold_uncertainty_score":0.0554353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406825396","doi":"10.1108/pm-06-2024-0062","title":"Financialization and vertical integration enhance renter-perceived property owner effectiveness","year":2025,"lang":"en","type":"article","venue":"Property Management","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Financialization; Renting; Property (philosophy); Vertical integration; Business; Economics; Finance; Industrial organization; Civil engineering; Engineering","authors":[{"name":"Grant Alexander Wilson","is_ca":true},{"name":"Jason Jogia","is_ca":false},{"name":"Adrian H. Pitariu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01982645934622788,"gpt":0.2324912635264218,"spread":0.2126648041801939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008990159,0.0001861102,0.0002330916,0.0004357757,0.0004213788,0.001238443,0.0002076489,0.0002722249,0.006890238],"category_scores_gemma":[0.00415234,0.00008720046,0.0002997872,0.0002805168,0.0006528974,0.0008475795,0.001092209,0.0003588336,0.0002674357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006440246,"about_ca_system_score_gemma":0.0004885866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003642877,"about_ca_topic_score_gemma":0.008780358,"domain_scores_codex":[0.9993906,0.0001716052,0.00004143533,0.00005545274,0.0001743274,0.0001665869],"domain_scores_gemma":[0.9963632,0.0007127453,0.001740029,0.0001656822,0.0003361872,0.0006821644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003112653,0.0009408125,0.9553035,0.00007620672,0.0001047177,0.0001602941,0.002085837,0.0003510146,0.002198553,0.0008247176,0.0003961594,0.03724694],"study_design_scores_gemma":[0.00000689788,0.0002147073,0.9954975,0.00001901724,0.0000235209,0.00005292262,0.002627311,0.0004378778,0.0002922443,0.0001926583,0.000628864,0.000006562441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977465,0.00004021361,0.00009822178,0.0000433432,0.000001874573,0.000008612376,0.00001676966,0.000001547043,0.002042864],"genre_scores_gemma":[0.9995,0.00002186203,0.00009486522,0.00001075383,0.000002527157,0.000002881304,0.00002017212,6.314253e-7,0.0003463783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006890238,"threshold_uncertainty_score":0.02305013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971070811","doi":"10.1108/02637471211249515","title":"Title insurance and the “race to the bottom”","year":2012,"lang":"en","type":"article","venue":"Property Management","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Université Laval","funders":"","keywords":"Originality; Actuarial science; Risk management; Value (mathematics); Business; Race (biology); Function (biology); Position (finance); Insurance policy; Quality (philosophy); Economics; Law; Computer science; Sociology; Finance; Political science","authors":[{"name":"Michel Gendron","is_ca":true},{"name":"Michaël Bourdeau-Brien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02377479201820127,"gpt":0.2021783413321812,"spread":0.1784035493139799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002940322,0.0003546943,0.0009058698,0.0006139012,0.001165215,0.004402585,0.001622371,0.002515866,0.0151255],"category_scores_gemma":[0.0097215,0.0004046599,0.001045291,0.0005762365,0.002795288,0.003140027,0.001827653,0.002843997,0.000965732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003083427,"about_ca_system_score_gemma":0.001584184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00542822,"about_ca_topic_score_gemma":0.003126975,"domain_scores_codex":[0.9985845,0.0004715168,0.00005965163,0.0002981302,0.000216825,0.0003694232],"domain_scores_gemma":[0.9893472,0.004781152,0.004197541,0.0005428927,0.0003668107,0.0007643853],"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":[0.0005974728,0.0004010367,0.04743057,0.0003097146,0.0001431799,0.001810448,0.001992144,0.1542725,0.002629262,0.7450951,0.006222952,0.03909564],"study_design_scores_gemma":[0.0001439018,0.0008408683,0.0487531,0.0004337173,0.0002183578,0.001741258,0.002782232,0.4401368,0.001870573,0.4773379,0.02552675,0.0002145369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7143277,0.005228161,0.1609701,0.01478208,0.0003310579,0.0003745162,0.001026646,0.0002294313,0.1027303],"genre_scores_gemma":[0.9834133,0.0006838875,0.001937276,0.0001783639,0.00007851093,0.00003468321,0.00005560233,0.00001198213,0.01360643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151255,"threshold_uncertainty_score":0.05059975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1577306393","doi":"10.1108/pm.2012.30.2.209.1","title":"Law and the Built Environment","year":2012,"lang":"en","type":"article","venue":"Property Management","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Krell Institute; Royal Bank of Canada","keywords":"Business","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02378607525810977,"gpt":0.2447412764680456,"spread":0.2209552012099358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001492122,0.0002737921,0.0002915276,0.0009081132,0.003787044,0.008392338,0.000675622,0.005264397,0.008267581],"category_scores_gemma":[0.002839985,0.0002025502,0.000246315,0.001080528,0.02925798,0.005337749,0.002355649,0.003759739,0.0006670147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002925063,"about_ca_system_score_gemma":0.003616044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267405,"about_ca_topic_score_gemma":0.01628168,"domain_scores_codex":[0.9989991,0.0005134616,0.00002208538,0.0001425899,0.0001540961,0.0001687079],"domain_scores_gemma":[0.9986033,0.0008517098,0.0001182568,0.0001446428,0.0001175702,0.0001645159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003324355,0.00001375182,0.0002910084,0.00000911489,0.000002392216,0.00002476444,0.001002381,0.0001615504,0.0000290867,0.9920498,0.003016757,0.00339627],"study_design_scores_gemma":[0.000005641066,0.00001139848,0.0007627888,0.00006758214,0.000003639358,0.00003331829,0.001790554,0.0002363036,0.00006221169,0.8906139,0.1064057,0.000007076224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04084182,0.04408188,0.006516919,0.1179522,0.0006138433,0.00002854684,0.0001182142,0.00005296994,0.7897936],"genre_scores_gemma":[0.9270585,0.007769626,0.00128034,0.007250111,0.0007171353,0.00004345163,0.00003791546,0.00002789252,0.05581506],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01267405,"threshold_uncertainty_score":0.02765781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410964624","doi":"10.1108/pm-06-2025-134","title":"Obituary: Adrian H. Pitariu (1970–2025)","year":2025,"lang":"en","type":"article","venue":"Property Management","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Obituary; Theology; Philosophy; Art","authors":[{"name":"Grant Alexander Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01376004821494643,"gpt":0.2442456441298461,"spread":0.2304855959148996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322179,0.0009615143,0.0009902838,0.001277715,0.002553124,0.004041617,0.001022205,0.003876999,0.1785702],"category_scores_gemma":[0.006421111,0.0004290205,0.0004670642,0.0009915016,0.0009147287,0.0032488,0.002231054,0.005370961,0.1738758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032483,"about_ca_system_score_gemma":0.001868326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007604157,"about_ca_topic_score_gemma":0.01208323,"domain_scores_codex":[0.999124,0.0001135164,0.0000588229,0.0002064253,0.000388223,0.0001090026],"domain_scores_gemma":[0.9977134,0.0004407009,0.0002508122,0.0001213999,0.001060056,0.0004135466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001143173,0.000002071663,0.00001934755,0.00002418607,9.923035e-7,0.00002448084,0.000007578141,0.00000855192,0.0000204967,0.0004531314,0.9948308,0.00459693],"study_design_scores_gemma":[0.000002706241,0.00000341652,0.000100566,0.00004727208,9.931694e-7,0.00002395786,0.00001472374,0.00001090129,0.00004325772,0.0002623557,0.9994864,0.000003402356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003192712,0.03574495,0.0006459896,0.2559657,0.5944811,0.00007694432,0.002326486,0.0006951446,0.1097444],"genre_scores_gemma":[0.003088379,0.01294085,0.0002156926,0.04962264,0.07095157,0.00006390009,0.0008246931,0.0003041295,0.8619881],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1785702,"threshold_uncertainty_score":0.5973767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968011186","doi":"10.1108/02637470810913487","title":"A new village in Sri Lanka: learning lessons there, sharing lessons here","year":2008,"lang":"en","type":"article","venue":"Property Management","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":"Originality; Relevance (law); Sri lanka; Citizen journalism; Value (mathematics); Work (physics); Sociology; Resistance (ecology); Public relations; Perspective (graphical); Social science; Qualitative research; Political science; Engineering; Computer science; Socioeconomics; Law","authors":[{"name":"Wes Janz","is_ca":false},{"name":"Timothy Gray","is_ca":false},{"name":"Thalia M. Mulvihill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3590456833077345,"gpt":0.4953225442247586,"spread":0.1362768609170241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003015706,0.0009940095,0.0006625513,0.0006978445,0.01818399,0.007484292,0.002801951,0.002364338,0.006370832],"category_scores_gemma":[0.004732715,0.0004967421,0.0007318841,0.0006518227,0.01147486,0.00613013,0.009584851,0.005105996,0.001361712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684793,"about_ca_system_score_gemma":0.004505733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249126,"about_ca_topic_score_gemma":0.02198257,"domain_scores_codex":[0.9963811,0.00251299,0.00006603858,0.0002573814,0.0002254092,0.0005571296],"domain_scores_gemma":[0.9968886,0.0009895198,0.0001824394,0.0003085436,0.0002467902,0.001384154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004303224,0.0002136471,0.002596349,0.0003985922,0.00002534398,0.007826655,0.9377869,0.0002346309,0.00175874,0.008080612,0.01187326,0.02916227],"study_design_scores_gemma":[0.00000788227,0.000155683,0.001311626,0.0002061432,0.0000162979,0.001655609,0.9037626,0.00006749228,0.0005051167,0.001956183,0.09032037,0.00003500939],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811543,0.00345329,0.01087824,0.04463521,0.001650815,0.0005020184,0.0001475671,0.0005972878,0.1265925],"genre_scores_gemma":[0.9662879,0.002432683,0.006778232,0.002261105,0.000225093,0.0002228945,0.00008931273,0.0001304921,0.02157229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01818399,"threshold_uncertainty_score":0.02131259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238377218","doi":"10.1108/pm.2002.11320bab.003","title":"Construction begins 2002 on back foot - RICS consstruction survey, fourth quarter 2001","year":2002,"lang":"en","type":"article","venue":"Property Management","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Foot (prosody); Geography; Art; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03208217496111675,"gpt":0.1984329297171701,"spread":0.1663507547560534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007272672,0.0004769851,0.0003215877,0.005100656,0.001283989,0.001769594,0.0006917379,0.0006862188,0.03574134],"category_scores_gemma":[0.002778826,0.0003663528,0.0002245234,0.009203346,0.00024496,0.0008044814,0.001496444,0.0007079452,0.02242107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845012,"about_ca_system_score_gemma":0.003854102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1729241,"about_ca_topic_score_gemma":0.4540823,"domain_scores_codex":[0.9989175,0.000072024,0.00007588079,0.00008722272,0.0005763082,0.0002710526],"domain_scores_gemma":[0.9969361,0.0002789914,0.0003598986,0.0001973607,0.001856459,0.0003713011],"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":[0.0001937148,0.0001428842,0.1119286,0.0002200788,0.00001299266,0.0001019722,0.001191193,0.0003275379,0.0003115952,0.001161966,0.8403334,0.04407398],"study_design_scores_gemma":[0.00001544254,0.00004494274,0.4289285,0.0001241867,0.00000827355,0.00004155857,0.002443793,0.0001981571,0.0003256164,0.00009802794,0.5677602,0.00001137417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1708007,0.0009400846,0.001076188,0.001926036,0.0004264219,0.0003824386,0.594873,0.0008703055,0.2287048],"genre_scores_gemma":[0.1158067,0.001499458,0.001059219,0.0007128521,0.0000764062,0.0006574849,0.4722385,0.0002583438,0.4076911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1729241,"threshold_uncertainty_score":0.3438352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236976444","doi":"10.1108/pm.2002.11320aab.014","title":"RICS construction market survey third quarter 2001","year":2002,"lang":"en","type":"article","venue":"Property Management","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Geography; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05861330639864813,"gpt":0.2466482730063101,"spread":0.1880349666076619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203771,0.000584272,0.0005839977,0.008422458,0.0005262671,0.001166996,0.001421637,0.0006339955,0.02574075],"category_scores_gemma":[0.004499384,0.0005053385,0.0003726516,0.0110096,0.0001823186,0.0006614257,0.0008743681,0.000723152,0.02188927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109441,"about_ca_system_score_gemma":0.003091373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09930368,"about_ca_topic_score_gemma":0.1594399,"domain_scores_codex":[0.9985128,0.0001014977,0.0001245853,0.0001202469,0.0009219649,0.0002188319],"domain_scores_gemma":[0.9939864,0.0006129442,0.001284044,0.0004440981,0.003361708,0.0003106647],"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":[0.0002752396,0.0002255702,0.1305593,0.0002842454,0.00005463172,0.00007707468,0.0002524204,0.0009010733,0.0002839799,0.001043995,0.8314677,0.03457465],"study_design_scores_gemma":[0.00007539508,0.000090605,0.5748993,0.00009124399,0.00004140425,0.00009868122,0.0003443494,0.001687036,0.000650622,0.0001163877,0.4218824,0.00002247065],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09779466,0.0007285823,0.000875661,0.001011292,0.0001454663,0.0004213167,0.8477293,0.0007590054,0.0505347],"genre_scores_gemma":[0.0950309,0.001438535,0.0007256567,0.0003461922,0.0001070173,0.0009528712,0.7780088,0.0001611032,0.1232289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09930368,"threshold_uncertainty_score":0.1974513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}