{"meta":{"query_hash":"4bea48984e46","filters":{"venue":"Australian Accounting Review"},"cohort_total":19,"direct_labels_cover":0,"predictions_cover":19,"exported":19,"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/4bea48984e46","api":"https://metacan.xera.ac/api/v1/cohort?venue=Australian+Accounting+Review"},"results":[{"id":"W1519989919","doi":"10.1111/auar.12051","title":"How Actuarial Assumptions Affect Defined Benefit Obligations under International Financial Reporting Standards? Evidence from Korea","year":2014,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dongguk University; McGill University","keywords":"Salary; Pension; Affect (linguistics); Accounting; Business; Actuarial science; International Financial Reporting Standards; Economics; Finance; Psychology","score_opus":0.07795985569171734,"score_gpt":0.305184307200145,"score_spread":0.22722445150842766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519989919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.767711,0.038952634,0.06609268,0.0866178,0.01198344,0.0034514952,0.002182564,0.00060848484,0.022399923],"genre_scores_gemma":[0.9793111,0.013153279,0.002457014,0.0014712721,0.0012547004,0.00010995255,0.00017546932,0.000038886017,0.0020283125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714327,0.000026536136,0.001529987,0.0006602626,0.00021696773,0.0004230061],"domain_scores_gemma":[0.9964979,0.00016582939,0.002487019,0.00056778005,0.00020945608,0.00007196074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027951282,0.0002755085,0.00072208437,0.00016815685,0.00029385177,0.000509915,0.00048853946,0.00013756346,0.0005365726],"category_scores_gemma":[0.007491125,0.00030517878,0.00030428168,0.00040947914,0.000056449113,0.0010693978,0.000115977535,0.0002925245,0.00037522975],"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":[0.00003718057,0.00016805709,0.30621868,0.0013730598,0.00026990985,0.000019385783,0.00022234357,0.0002401138,0.00011258792,0.53363436,0.07137989,0.08632442],"study_design_scores_gemma":[0.00043002117,0.000041612482,0.42777163,0.0041082385,0.00009562551,0.0000041780036,0.0000180118,0.00016042883,0.00004091341,0.04387963,0.52285534,0.0005943685],"about_ca_topic_score_codex":0.0007361898,"about_ca_topic_score_gemma":0.00026300328,"teacher_disagreement_score":0.48975474,"about_ca_system_score_codex":0.0002681312,"about_ca_system_score_gemma":0.000058132628,"threshold_uncertainty_score":0.99994004},"labels":[],"label_agreement":null},{"id":"W1841082934","doi":"10.1111/auar.12039","title":"Assessing Conformity with Generally Accepted Accounting Principles Using Expert Accounting Witness Evidence and the <i>Conceptual Framework</i>","year":2014,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Accounting; Accounting research; Forensic accounting; Conceptual framework; Financial accounting; Objectivity (philosophy); Impartiality; Accounting standard; Witness; Positive accounting; Conformity; Business; Accounting information system; Political science; Audit; Sociology; Law; Epistemology","score_opus":0.05928964212422695,"score_gpt":0.30249968650156767,"score_spread":0.24321004437734073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1841082934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8429788,0.015085618,0.1229378,0.0077736555,0.0011477582,0.0032444615,0.00000349282,0.0009245759,0.005903838],"genre_scores_gemma":[0.96470726,0.0021861517,0.008673223,0.020671682,0.003186349,0.00012727478,0.000017898825,0.00019044732,0.000239689],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939168,0.00018071775,0.0015891666,0.0013821697,0.0014872141,0.0014439018],"domain_scores_gemma":[0.97670823,0.0008785067,0.02020896,0.0012931011,0.0008413425,0.00006986103],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0065120007,0.0010294811,0.0014213474,0.00023341345,0.0016391732,0.0046715294,0.0016448026,0.00025316974,0.00038339722],"category_scores_gemma":[0.021712672,0.0007486611,0.00027379548,0.0016307678,0.001234323,0.011006035,0.0012797823,0.001224835,0.00013509588],"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":[0.00024354071,0.00019121294,0.40358332,0.019677816,0.0005291732,0.00007483068,0.0010608007,0.0017251177,0.00096488884,0.1746743,0.0042925803,0.39298242],"study_design_scores_gemma":[0.0060661607,0.00006114416,0.11419314,0.13307914,0.0031182694,0.00025315283,0.0044309744,0.025384458,0.0002027724,0.0031437096,0.70354795,0.006519111],"about_ca_topic_score_codex":0.001332139,"about_ca_topic_score_gemma":0.000093805895,"teacher_disagreement_score":0.6992554,"about_ca_system_score_codex":0.0001503857,"about_ca_system_score_gemma":0.000115981486,"threshold_uncertainty_score":0.99966055},"labels":[],"label_agreement":null},{"id":"W1960167435","doi":"10.1111/auar.12049","title":"New Canadian Accounting Standards for Private Enterprises and the Adoption Timing Decision","year":2014,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; University of Ottawa","funders":"Canadian Academic Accounting Association","keywords":"Accounting; Financial statement; Business; Control (management); Set (abstract data type); Private enterprise; Economics; Finance; Management","score_opus":0.015743502922782805,"score_gpt":0.2621162329654719,"score_spread":0.24637273004268906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960167435","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09261962,0.019955924,0.79932445,0.04847589,0.0034698783,0.0099359825,0.00006347022,0.00097523374,0.025179567],"genre_scores_gemma":[0.9514129,0.0057197404,0.009206872,0.026247408,0.004528367,0.00018508913,0.00008278828,0.0001990045,0.0024178228],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972126,0.000030336394,0.0007392117,0.0006046554,0.000655876,0.000757343],"domain_scores_gemma":[0.9920243,0.0003154093,0.006731418,0.00051686284,0.00035245062,0.000059540194],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0044909366,0.0004006526,0.0005873551,0.00021384875,0.00075096457,0.0012449976,0.0006597117,0.000093490824,0.00034158374],"category_scores_gemma":[0.017908009,0.00031462745,0.00019842811,0.0005723796,0.00010111799,0.0016440304,0.0002822574,0.0002924007,0.00016127665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043838856,0.0000072928137,0.020012027,0.0037552714,0.0000489884,0.0000023236792,0.000036233152,0.000037204212,0.000012000831,0.021786025,0.11000933,0.8442495],"study_design_scores_gemma":[0.0010912013,0.000006590854,0.01129702,0.0058764964,0.00028169216,0.0000039889605,0.000028707322,0.00054400595,0.0000036898912,0.0023233397,0.97815764,0.00038563524],"about_ca_topic_score_codex":0.015839819,"about_ca_topic_score_gemma":0.005175526,"teacher_disagreement_score":0.8681483,"about_ca_system_score_codex":0.00015480774,"about_ca_system_score_gemma":0.00009478986,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W1972837629","doi":"10.1111/j.1835-2561.2007.tb00451.x","title":"User Requirements for Not‐For‐Profit Entity Financial Reporting: An International Comparison","year":2007,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":36,"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":"CLARITY; Accounting; Business; Not for profit; Profit (economics); Accounting information system; Accounting management; Financial accounting; International Financial Reporting Standards; Accounting standard; Finance; Economics","score_opus":0.08304169372520154,"score_gpt":0.3645731411729775,"score_spread":0.281531447447776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972837629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7353013,0.0010225185,0.22917688,0.007202723,0.007223114,0.007830372,0.00006358624,0.0009607797,0.011218731],"genre_scores_gemma":[0.96256244,0.0003398468,0.0083428845,0.013279384,0.0066278204,0.00028931897,0.00063118036,0.00014814184,0.00777899],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99543506,0.000010305103,0.0022124902,0.0008187082,0.00069772237,0.00082573737],"domain_scores_gemma":[0.96513134,0.000076290125,0.0335455,0.00053769234,0.00067340775,0.000035766207],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059206104,0.0003937065,0.0006740151,0.00019854316,0.0004044193,0.00057938223,0.00090089545,0.0001247254,0.0003667379],"category_scores_gemma":[0.026732493,0.00041676586,0.00032648744,0.0004790175,0.00006210216,0.0029968442,0.0002643615,0.00026589545,0.00020784434],"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":[0.00008417441,0.000084597166,0.69028586,0.006618492,0.00008658751,0.0000145961,0.000026028281,0.00001865087,0.0003732795,0.018421534,0.1113118,0.17267437],"study_design_scores_gemma":[0.00053951785,0.000015309308,0.18382679,0.001705591,0.00019249853,0.0000019420545,0.00002647936,0.00012714538,0.00013430194,0.00027998388,0.81271136,0.00043911312],"about_ca_topic_score_codex":0.0002494228,"about_ca_topic_score_gemma":0.00016196848,"teacher_disagreement_score":0.7013995,"about_ca_system_score_codex":0.00014351292,"about_ca_system_score_gemma":0.00003862191,"threshold_uncertainty_score":0.9998284},"labels":[],"label_agreement":null},{"id":"W2025553029","doi":"10.1111/j.1835-2561.2006.tb00040.x","title":"How Much Investment Choice is Enough for Members?","year":2006,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Asset allocation; Asset (computer security); Quarter (Canadian coin); Business; Investment (military); Sample (material); Finance; Investment decisions; Alternative asset; Economics; Actuarial science; Marketing; Behavioral economics; Computer science; Portfolio; Politics","score_opus":0.05533277856597191,"score_gpt":0.25929104997040614,"score_spread":0.20395827140443423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025553029","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1466671,0.10368621,0.0006937256,0.14465378,0.0041075405,0.0058474233,0.00078523165,0.0005638123,0.59299517],"genre_scores_gemma":[0.7432985,0.076217204,0.01799219,0.041421935,0.0045567364,0.0007738542,0.0005449499,0.00041515025,0.11477949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815696,0.000009257535,0.00075601233,0.00052857783,0.000035871668,0.00051332],"domain_scores_gemma":[0.9987335,0.00007207571,0.0006313799,0.0004503469,0.000044736593,0.000067928915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008436075,0.0002536539,0.00066009763,0.00009819115,0.0001515568,0.0003484067,0.00031096805,0.000115923474,0.0006264286],"category_scores_gemma":[0.00018003807,0.00029527448,0.00028713074,0.00021619006,0.00004339964,0.00051696814,0.000043503907,0.00012644763,0.00043694122],"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":[0.000004966592,0.000121480676,0.03409582,0.004863033,0.00009955746,0.0000024199487,0.0000685232,0.000006610199,0.0000150539845,0.10279305,0.84754944,0.010380019],"study_design_scores_gemma":[0.00027979506,0.000015909496,0.0015895908,0.00039079232,0.000031983793,0.0000032063288,0.000011041057,0.000081285856,0.000052839812,0.00994968,0.9872371,0.00035679305],"about_ca_topic_score_codex":0.0005649191,"about_ca_topic_score_gemma":0.00006823582,"teacher_disagreement_score":0.5966314,"about_ca_system_score_codex":0.00014608861,"about_ca_system_score_gemma":0.000019376712,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W2037604830","doi":"10.1111/j.1835-2561.2001.tb00167.x","title":"The Rise and Rise of Public Private Partnerships: Challenges for Public Accountability","year":2003,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Accountability; Scrutiny; Transparency (behavior); Popularity; General partnership; Business; Public administration; Public sector; Public–private partnership; Private sector; Accounting; Public relations; Political science; Finance; Law","score_opus":0.23092242250366718,"score_gpt":0.33819668475531073,"score_spread":0.10727426225164355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037604830","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30428275,0.4628521,0.00012652118,0.18048184,0.0018757615,0.011245777,0.000038598933,0.000974913,0.03812177],"genre_scores_gemma":[0.96960497,0.027374795,0.00041096617,0.0010817478,0.0005091392,0.0005089069,0.000017796598,0.00009448945,0.00039717118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606025,0.00020195697,0.0011592939,0.00079900486,0.00058056373,0.0011988998],"domain_scores_gemma":[0.9961454,0.0005658841,0.0012325586,0.0011585058,0.00082165893,0.00007595159],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010947739,0.0005115441,0.00078745704,0.00024811478,0.00059801334,0.0011973296,0.001026398,0.00018047373,0.00014517338],"category_scores_gemma":[0.008730605,0.00038212762,0.0002841434,0.0011294447,0.00047125356,0.0034041358,0.0002858716,0.00034572728,0.00009991585],"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":[0.000027350987,0.00030112008,0.08871472,0.027793584,0.00024161265,0.000002948862,0.000070596834,3.4539886e-7,0.00011742524,0.7656284,0.023578953,0.093522966],"study_design_scores_gemma":[0.0005125459,0.000013663091,0.00613337,0.00085093733,0.00016275741,0.0000060944394,0.00024583915,0.000030077083,0.00004605949,0.0059439023,0.9856118,0.00044297078],"about_ca_topic_score_codex":0.00003261208,"about_ca_topic_score_gemma":0.0001363929,"teacher_disagreement_score":0.96203285,"about_ca_system_score_codex":0.0000696596,"about_ca_system_score_gemma":0.0001208866,"threshold_uncertainty_score":0.9998631},"labels":[],"label_agreement":null},{"id":"W2098831851","doi":"10.1111/j.1835-2561.2003.tb00209.x","title":"Organisational Factors and Dimensions of Satisfaction:A Comparative Study of Accountants in Australia and the US","year":2002,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Job satisfaction; Autonomy; Accounting; Perception; Business; Hofstede's cultural dimensions theory; Psychology; Demographic economics; Social psychology; Political science; Economics","score_opus":0.06561137853153942,"score_gpt":0.2904794085373132,"score_spread":0.22486803000577377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098831851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967151,0.0013963538,0.0000019388915,0.00072791614,0.00010024795,0.0008542973,0.0000042906745,0.000020748648,0.00017910531],"genre_scores_gemma":[0.99846107,0.0008554721,0.00004881018,0.00040277737,0.00008356658,0.000014466629,0.000007842266,0.00001552002,0.00011048459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827516,0.000049649363,0.0008022914,0.00030026885,0.00036546166,0.00020719465],"domain_scores_gemma":[0.9985793,0.00022772206,0.0007338401,0.00022936129,0.00021771864,0.000012023552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082924403,0.00023530041,0.0006352535,0.00019413086,0.00015502545,0.000081890845,0.00017795284,0.000046445482,0.00056131993],"category_scores_gemma":[0.00032141712,0.00014891203,0.000046643745,0.00087394007,0.00020965537,0.0007574558,0.00017651572,0.00016383459,0.000029984922],"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":[0.0000080003665,0.0001183914,0.9929255,0.0009219669,0.00005412226,9.856719e-7,0.00030866225,0.00002327562,0.00001350426,0.0034639533,0.0019494316,0.0002121552],"study_design_scores_gemma":[0.0011209026,0.00001354791,0.9939253,0.0008264427,0.00023669454,0.0000024436129,0.0011024749,0.00016884864,0.0000051976544,0.00042798073,0.001990318,0.00017990127],"about_ca_topic_score_codex":0.0042431615,"about_ca_topic_score_gemma":0.0004778842,"teacher_disagreement_score":0.003765277,"about_ca_system_score_codex":0.000021404714,"about_ca_system_score_gemma":0.000005937831,"threshold_uncertainty_score":0.6414419},"labels":[],"label_agreement":null},{"id":"W2564007263","doi":"10.1111/auar.12135","title":"Does IFRS 10 on Consolidated Financial Statements Abandon Accepted Economic Principles?","year":2016,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Accounting; Balance sheet; Business; Index (typography); Financial crisis; Economics; Actuarial science; Finance; Macroeconomics; Computer science","score_opus":0.02696960191494216,"score_gpt":0.285621650336647,"score_spread":0.25865204842170486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564007263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8889359,0.0010649844,0.0015655665,0.029589448,0.0048801405,0.005400445,0.000193102,0.0018223055,0.0665481],"genre_scores_gemma":[0.9484609,0.0038600047,0.00010167032,0.009980408,0.0021514788,0.00016581685,0.00011112286,0.00014628605,0.035022322],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652034,0.000036272293,0.0011059451,0.00092230603,0.0005022466,0.0009128861],"domain_scores_gemma":[0.9865047,0.000096494325,0.01245085,0.00073379185,0.00017402021,0.000040153573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011338446,0.00057353766,0.00071714167,0.00022749718,0.00029357296,0.00047679062,0.0008893082,0.00011841829,0.015464003],"category_scores_gemma":[0.0051973313,0.00035187133,0.00023033684,0.00042903138,0.00012606075,0.0026590324,0.00041957348,0.0002556078,0.01581939],"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":[0.00013387193,0.00018301199,0.07395759,0.006155608,0.00018505182,0.00007766628,0.000019864034,0.000030871637,0.00052992743,0.012056662,0.44094253,0.46572736],"study_design_scores_gemma":[0.0009864358,0.000015839592,0.03603304,0.006323357,0.00014874995,0.000001154572,0.0000070238543,0.000010422093,0.00015570731,0.00019935277,0.9554934,0.0006255483],"about_ca_topic_score_codex":0.00021062724,"about_ca_topic_score_gemma":0.00007679619,"teacher_disagreement_score":0.51455086,"about_ca_system_score_codex":0.00024784644,"about_ca_system_score_gemma":0.000062752275,"threshold_uncertainty_score":0.9998933},"labels":[],"label_agreement":null},{"id":"W2577898723","doi":"10.1111/auar.12169","title":"Does the Presence of Female Executives Curb Earnings Management? Evidence from Korea","year":2017,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Earnings management; Accrual; Accounting; Gender diversity; Dominance (genetics); Business; Diversity (politics); Earnings; Sample (material); Demographic economics; Corporate governance; Economics; Political science; Finance; Biology; Law","score_opus":0.03373666709846758,"score_gpt":0.286714113130683,"score_spread":0.25297744603221545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577898723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8650592,0.017927425,0.0045528137,0.04506116,0.0036643774,0.006005038,0.00004773428,0.0007489683,0.05693327],"genre_scores_gemma":[0.96813315,0.015934208,0.00056777906,0.0017846136,0.0010871692,0.00011014238,0.000016034728,0.00006824731,0.012298626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967493,0.00004898395,0.0008298581,0.00082874525,0.0009005494,0.00064257113],"domain_scores_gemma":[0.97503585,0.00024407786,0.022462476,0.0019682907,0.0002661657,0.000023162314],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018040792,0.00045450014,0.00065730297,0.000101730344,0.0009931535,0.0011222117,0.003244266,0.00007771151,0.0010348822],"category_scores_gemma":[0.013795831,0.0002793182,0.000274497,0.00040409248,0.00048458652,0.0040911073,0.0017037215,0.00043256904,0.00084421254],"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":[0.000022522177,0.00006217355,0.773605,0.011195038,0.00023233709,0.000053660082,0.00016723428,0.000017367647,0.00019713507,0.0032056347,0.048713937,0.16252795],"study_design_scores_gemma":[0.00018612357,0.0000046619234,0.5111962,0.02028767,0.0003980036,7.9605053e-7,0.00018917679,0.000032359552,0.00008404974,0.00045301474,0.46679062,0.0003773119],"about_ca_topic_score_codex":0.003421778,"about_ca_topic_score_gemma":0.00010374695,"teacher_disagreement_score":0.41807666,"about_ca_system_score_codex":0.00003594222,"about_ca_system_score_gemma":0.000016717719,"threshold_uncertainty_score":0.9999659},"labels":[],"label_agreement":null},{"id":"W2626829508","doi":"10.1111/auar.12280","title":"Thinking Outside the Block: Projected Phases of Blockchain Integration in the Accounting Industry","year":2019,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Blockchain; Accounting; Block (permutation group theory); Distributed ledger; Business; Computer science; Computer security","score_opus":0.023026634691606106,"score_gpt":0.2932534153192523,"score_spread":0.2702267806276462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626829508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431677,0.0059131137,0.00084044883,0.044713095,0.00024251283,0.0031044104,0.000004934086,0.00028952686,0.001724273],"genre_scores_gemma":[0.99539363,0.00042730558,0.0015336979,0.0023622992,0.000050394166,0.00011868639,0.0000036381325,0.000009724475,0.00010061021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794805,0.00017869355,0.0006889546,0.0004056543,0.00043249494,0.0003461248],"domain_scores_gemma":[0.99773383,0.00030621182,0.0005625259,0.0012256369,0.00015567035,0.000016121881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033930815,0.00020963486,0.00034844963,0.00013295448,0.00018462459,0.00016594227,0.0026993314,0.00024245963,0.00003048447],"category_scores_gemma":[0.00030279308,0.00012390314,0.00010856728,0.0018905272,0.000100767524,0.0002345786,0.0002552021,0.0011315972,0.000028837367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001116605,0.0009822837,0.16731532,0.0042611654,0.0001700482,0.00003006253,0.010529019,0.00019335977,0.0046400554,0.43554136,0.0266159,0.34971026],"study_design_scores_gemma":[0.0061994386,0.00085631653,0.306883,0.09953384,0.0012141896,0.001850812,0.018829646,0.05763145,0.03563324,0.11177258,0.35237965,0.0072158207],"about_ca_topic_score_codex":0.00021396475,"about_ca_topic_score_gemma":0.00006339121,"teacher_disagreement_score":0.34249443,"about_ca_system_score_codex":0.000033100827,"about_ca_system_score_gemma":0.00007819424,"threshold_uncertainty_score":0.5052623},"labels":[],"label_agreement":null},{"id":"W2744930197","doi":"10.1111/auar.12194","title":"Value for Money and Risk Relationships in Public–Private Partnerships: Evaluating Program‐based Evidence","year":2017,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":22,"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":"Transparency (behavior); Business; Legitimacy; Public sector; Flexibility (engineering); Politics; Public economics; Value for money; Private sector; Realisation; Accounting; Software deployment; Valuation (finance); Political risk; Process (computing); Stakeholder engagement; Public relations; Economics; Political science; Economic growth","score_opus":0.40719794101065,"score_gpt":0.4228548621103695,"score_spread":0.0156569210997195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744930197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788582,0.018050859,0.00029223855,0.07794291,0.00093518826,0.01505025,0.000021603153,0.0011753348,0.0076734363],"genre_scores_gemma":[0.9868018,0.0017264874,0.007931693,0.0014461675,0.00066371745,0.0011131488,0.000052123924,0.000082937615,0.00018189746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963174,0.00018610011,0.0010163911,0.00091150164,0.00058342057,0.0009852027],"domain_scores_gemma":[0.9955247,0.0006734354,0.0020066656,0.0012872914,0.00044448578,0.00006344056],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.012244783,0.00046669776,0.00068036217,0.0003869917,0.0013822193,0.0034725799,0.0012092803,0.00019358014,0.000055394423],"category_scores_gemma":[0.03681997,0.00044622362,0.00023575874,0.0007016667,0.0002130629,0.006728093,0.00039691583,0.0006697626,0.00015700539],"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":[0.000031700194,0.00011201275,0.9105519,0.0102787055,0.000056913028,0.0000069851735,0.000023333238,0.000022436318,0.000046842142,0.025695842,0.0041998383,0.048973493],"study_design_scores_gemma":[0.0026055663,0.000077841956,0.53770703,0.030995846,0.0010780352,0.000006687355,0.0001025392,0.02584628,0.00004389906,0.008651371,0.39107624,0.0018086428],"about_ca_topic_score_codex":0.00041184743,"about_ca_topic_score_gemma":0.0002969025,"teacher_disagreement_score":0.3868764,"about_ca_system_score_codex":0.0000998257,"about_ca_system_score_gemma":0.00012369966,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W2904365685","doi":"10.1111/auar.12279","title":"Board Composition and Accounting Conservatism: The Role of Business Experts, Support Specialist and Community Influentials","year":2018,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":19,"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":"Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España","keywords":"Accounting; Earnings; Conservatism; Business; Affect (linguistics); Accrual; Robustness (evolution); Sample (material); Politics; Political science; Psychology","score_opus":0.02294162556031525,"score_gpt":0.26021873160648806,"score_spread":0.2372771060461728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904365685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808231,0.004275207,0.00037955155,0.0043563433,0.0003344226,0.0010590043,0.000013225954,0.00015280004,0.008606355],"genre_scores_gemma":[0.98872286,0.0025633785,0.00021457898,0.0070380433,0.0011247172,0.000030516307,0.00004457841,0.000050032482,0.00021128496],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977927,0.000105581516,0.0008407555,0.00037157262,0.0004511475,0.00043823785],"domain_scores_gemma":[0.99004805,0.00017258561,0.008598239,0.00056659285,0.00059335644,0.000021150929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002281739,0.00035717656,0.00061668095,0.000121607896,0.0010062655,0.00063453906,0.00056572683,0.00008610874,0.0004852579],"category_scores_gemma":[0.0029549862,0.00030172232,0.00007861391,0.00078902964,0.0006569451,0.0017533932,0.0007463156,0.000375613,0.00009496235],"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":[0.000048501148,0.00019950827,0.6654659,0.015264675,0.00021547603,0.0000122592255,0.000638618,0.0000028901345,0.006941381,0.012236492,0.07143001,0.22754431],"study_design_scores_gemma":[0.0003491681,0.000013632939,0.3230201,0.0042845565,0.000317666,0.000014650321,0.00044909737,0.000031040676,0.00020873453,0.00083587185,0.6700474,0.00042806295],"about_ca_topic_score_codex":0.0043883077,"about_ca_topic_score_gemma":0.00025197185,"teacher_disagreement_score":0.59861743,"about_ca_system_score_codex":0.000028501843,"about_ca_system_score_gemma":0.000024473055,"threshold_uncertainty_score":0.9999435},"labels":[],"label_agreement":null},{"id":"W2942287782","doi":"10.1111/auar.12287","title":"Exploring the Consequences of Competing Uses of Budgets","year":2019,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":9,"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 Trois-Rivières; Université Laval","funders":"","keywords":"Simultaneity; Sample (material); Value (mathematics); Budget constraint; Accounting; Economics; Econometrics; Business; Microeconomics; Computer science","score_opus":0.0796839734704233,"score_gpt":0.26105190287804303,"score_spread":0.18136792940761973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942287782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785197,0.0035410149,0.000013408852,0.0052980096,0.0007433826,0.00083237165,0.0000037233954,0.000104284125,0.010944123],"genre_scores_gemma":[0.99555486,0.0016057846,0.00016746223,0.002040225,0.00031074375,0.000016675413,0.000013954087,0.000028954557,0.0002613632],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982027,0.000022325372,0.000760728,0.00026645945,0.0004723179,0.00027545818],"domain_scores_gemma":[0.99800336,0.0001575265,0.0010183748,0.00040830122,0.0004052541,0.0000071539403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001311736,0.00020688227,0.00047420253,0.00013929936,0.00011548387,0.000107535474,0.0006049997,0.00002705979,0.0006307848],"category_scores_gemma":[0.0004888958,0.00014940773,0.00014002225,0.00096852245,0.0001518569,0.0012301615,0.00023783706,0.00013960079,0.0004319667],"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":[0.0000148481795,0.0001263776,0.84165704,0.04036994,0.00020919133,0.0000050589906,0.000115206545,0.0002564283,0.0046672653,0.087145425,0.014372869,0.011060357],"study_design_scores_gemma":[0.0008376533,0.000035922294,0.36424953,0.034821305,0.00097066414,0.000014181821,0.0022096257,0.00016206336,0.0034943405,0.0021002786,0.58984864,0.001255814],"about_ca_topic_score_codex":0.00047855123,"about_ca_topic_score_gemma":0.000009057908,"teacher_disagreement_score":0.57547575,"about_ca_system_score_codex":0.00001501358,"about_ca_system_score_gemma":0.000024305245,"threshold_uncertainty_score":0.6906651},"labels":[],"label_agreement":null},{"id":"W2991564388","doi":"10.1111/auar.12297","title":"SMPs’ Strategic Responses to Conflicting Normative, Material and Client Constraints","year":2019,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Normative; Audit; Accounting; Obligation; Business; Process (computing); External auditor; Quality (philosophy); Public relations; Political science; Internal audit; Law; Computer science","score_opus":0.02752949860168973,"score_gpt":0.27945968744243005,"score_spread":0.2519301888407403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991564388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693492,0.00050003314,0.00016005662,0.0027108304,0.00072051596,0.001544649,0.000019207362,0.0002471932,0.024748318],"genre_scores_gemma":[0.9848047,0.00045742735,0.00034780565,0.010449815,0.0006237337,0.000047272693,0.00003439503,0.00006082288,0.0031740684],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732256,0.000042151692,0.00078265014,0.00067090365,0.0004976684,0.0006840821],"domain_scores_gemma":[0.99264205,0.000089387686,0.006590875,0.00043525998,0.00019818422,0.000044267374],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015171821,0.00042367153,0.00062354386,0.0002046423,0.00022113301,0.00087377086,0.00046401622,0.000081794395,0.003306928],"category_scores_gemma":[0.0023507543,0.00041139804,0.000104072,0.00062346674,0.00011576489,0.0013730433,0.0004607297,0.00029084808,0.0042248783],"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":[0.0002921365,0.00022989964,0.51642394,0.0531505,0.00040873114,0.0001895166,0.00047389892,0.000076190576,0.008068636,0.07058202,0.06707875,0.2830258],"study_design_scores_gemma":[0.00072788587,0.000038139053,0.07253108,0.010147876,0.00020850473,0.00002242528,0.00055070885,0.000050604936,0.00010142809,0.0003022682,0.9142605,0.0010585808],"about_ca_topic_score_codex":0.00021324847,"about_ca_topic_score_gemma":0.000012638243,"teacher_disagreement_score":0.84718174,"about_ca_system_score_codex":0.000056148296,"about_ca_system_score_gemma":0.00002914074,"threshold_uncertainty_score":0.99983376},"labels":[],"label_agreement":null},{"id":"W3124438816","doi":"10.1111/j.1835-2561.2009.00060.x","title":"Professional–Organisational Commitment: A Study of Canadian Professional Accountants","year":2009,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":16,"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":"Nova scotia; Diversification (marketing strategy); Accounting; Public accounting; Public relations; Professional association; Psychology; Political science; Business; Sociology; Marketing; Audit","score_opus":0.03349533523954898,"score_gpt":0.28500854727840214,"score_spread":0.25151321203885313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124438816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91602373,0.0026533245,0.000010855283,0.04414691,0.0031080395,0.0061526867,0.000040888,0.0004730463,0.027390497],"genre_scores_gemma":[0.97885877,0.00022847494,0.00014904304,0.017359031,0.0009240608,0.00004891309,0.0001864433,0.000049072183,0.0021961643],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9966459,0.000039313487,0.0010489698,0.0005647691,0.001087097,0.0006139266],"domain_scores_gemma":[0.99778783,0.000051083967,0.00086512865,0.00052324403,0.00071773573,0.000054967808],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012203075,0.00042097952,0.000600373,0.001057278,0.00055719906,0.00022862644,0.00079977734,0.00011649938,0.0024716472],"category_scores_gemma":[0.00035761565,0.0003726276,0.00011984492,0.0030557702,0.000049622373,0.0015291583,0.0001692041,0.00033211024,0.00080558145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039438073,0.0027474866,0.33062217,0.0040482455,0.00021783495,0.00005805513,0.00027579378,0.000053459473,0.00019067716,0.03368205,0.61858845,0.009476316],"study_design_scores_gemma":[0.0010638142,0.000053478227,0.63004476,0.0038394278,0.0003793928,0.000008207874,0.0009059155,0.0000549537,0.00001443489,0.0017282695,0.36120906,0.00069826364],"about_ca_topic_score_codex":0.01323892,"about_ca_topic_score_gemma":0.0043182066,"teacher_disagreement_score":0.2994226,"about_ca_system_score_codex":0.00013187766,"about_ca_system_score_gemma":0.00021167434,"threshold_uncertainty_score":0.9999724},"labels":[],"label_agreement":null},{"id":"W3176995025","doi":"10.1111/auar.12346","title":"Management of Charitable Program Expense Ratios in the Charity Sector","year":2021,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Reputation; Government (linguistics); Position (finance); Expense ratio; Business; Ask price; Perception; Marketing; Public relations; Accounting; Economics; Finance; Law; Psychology; Political science","score_opus":0.07741244524802253,"score_gpt":0.38737951567513546,"score_spread":0.3099670704271129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176995025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8573282,0.051225387,0.000017857396,0.014485506,0.0009398425,0.0051731276,0.000013184287,0.00021272158,0.0706042],"genre_scores_gemma":[0.97416466,0.02137347,0.00097242725,0.0005790715,0.00017253375,0.00021404236,0.0000109568355,0.000011774898,0.0025010614],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985807,0.00019540294,0.0003326477,0.00020564916,0.0003648338,0.00032075765],"domain_scores_gemma":[0.9994392,0.0000507971,0.00012389649,0.00026890467,0.00008639028,0.000030835057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018633531,0.00009755487,0.00023282068,0.000023450584,0.00015392901,0.00009248172,0.0003319548,0.000044452903,0.00075713644],"category_scores_gemma":[0.000107535365,0.0000791755,0.00009067808,0.000728143,0.0000661919,0.00022977062,0.000044760367,0.00015106614,0.000031241972],"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":[0.000014154916,0.001557996,0.48039055,0.043800235,0.00025646415,0.00070992735,0.025933813,0.0000032389394,0.0013474306,0.11906307,0.03103041,0.29589272],"study_design_scores_gemma":[0.0003672734,0.000032468146,0.12877142,0.01257376,0.00014394934,0.00001008647,0.011595603,0.000004687756,0.0005534531,0.0005377712,0.84497046,0.0004390656],"about_ca_topic_score_codex":0.0014390263,"about_ca_topic_score_gemma":0.0007617908,"teacher_disagreement_score":0.81394005,"about_ca_system_score_codex":0.00004418794,"about_ca_system_score_gemma":0.000061880586,"threshold_uncertainty_score":0.8290113},"labels":[],"label_agreement":null},{"id":"W4206521513","doi":"10.1111/auar.12361","title":"Accounting and First Nations: A Systematic Literature Review and Directions for Future Research","year":2022,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Accountability; Declaration; Accounting; Accounting research; Political science; Work (physics); Public relations; Social accounting; Best practice; Sociology; Accounting information system; Business; Law","score_opus":0.03235663047863987,"score_gpt":0.30561940513234476,"score_spread":0.2732627746537049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206521513","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010798576,0.9321489,0.000019237477,0.057204902,0.0006770609,0.006292818,0.000044251894,0.00030345612,0.0022295623],"genre_scores_gemma":[0.066128,0.88237774,0.00090614037,0.03474561,0.004127143,0.0051699565,0.00055285875,0.00023193713,0.005760624],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971912,0.00008474039,0.0007992595,0.00067739317,0.0007137165,0.0005337093],"domain_scores_gemma":[0.99763143,0.00043843192,0.0005981217,0.000429834,0.00087482936,0.000027358541],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0050238715,0.0003366584,0.000705583,0.00064761867,0.0034484589,0.0010491426,0.00046377172,0.00006789428,0.00027542064],"category_scores_gemma":[0.0026607623,0.00031148666,0.00012481489,0.0037346226,0.000072376526,0.0014626447,0.0006855096,0.00051615055,0.000054505217],"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":[0.0000035533049,0.000059729537,0.0038727433,0.83696854,0.00008627102,0.000006887927,0.000057719688,0.0000026476532,0.0000025494062,0.023837116,0.13420025,0.00090200495],"study_design_scores_gemma":[0.00024963636,0.0000123048085,0.0019018282,0.118691556,0.00085384306,0.00006493326,0.00048176313,0.000070690054,2.6620484e-7,0.0006203486,0.8766242,0.00042860227],"about_ca_topic_score_codex":0.00006900112,"about_ca_topic_score_gemma":0.00008699046,"teacher_disagreement_score":0.742424,"about_ca_system_score_codex":0.00010303343,"about_ca_system_score_gemma":0.00003178124,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W4288489203","doi":"10.1111/auar.12380","title":"Financial Disclosure Management by Charitable Organisations: A Conceptual and Operational Framework","year":2022,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Conceptual framework; Incentive; Business; Accounting; The Conceptual Framework; Resource (disambiguation); Conceptual model; Finance; Accounting management; Economics; Accounting information system; Sociology; Computer science; Microeconomics","score_opus":0.025383815431299223,"score_gpt":0.31177267764581873,"score_spread":0.28638886221451954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288489203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6179557,0.24368882,0.0010524235,0.09533852,0.004140839,0.0075532855,0.00062190817,0.00080889644,0.028839633],"genre_scores_gemma":[0.9683158,0.012183278,0.0015540615,0.005130926,0.00045711195,0.00031163773,0.000080489706,0.000024748319,0.011941944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987574,0.00011226755,0.00022207835,0.00023757687,0.0003990097,0.00027163458],"domain_scores_gemma":[0.9996678,0.00005107173,0.00008250629,0.00011461628,0.000036311,0.000047695135],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089285756,0.00010098459,0.00016696805,0.00002524126,0.0012865897,0.00011907845,0.00021900813,0.00003770488,0.0046145413],"category_scores_gemma":[0.00017915033,0.000107893524,0.00003965811,0.00036807798,0.00011789515,0.0002631476,0.00011669565,0.00023322763,0.000028292141],"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":[0.000004850023,0.0001020358,0.10933353,0.0010644024,0.0000529894,0.000013549334,0.0072559635,0.000002983486,0.00008217157,0.5144288,0.35641915,0.01123957],"study_design_scores_gemma":[0.00009646828,0.000014540741,0.0055576805,0.00046128794,0.000041200285,0.0000023907007,0.0026368476,0.000001359147,0.0000053810927,0.0012670727,0.9897292,0.00018651866],"about_ca_topic_score_codex":0.00067356945,"about_ca_topic_score_gemma":0.00004354688,"teacher_disagreement_score":0.6333101,"about_ca_system_score_codex":0.00011172451,"about_ca_system_score_gemma":0.00008063902,"threshold_uncertainty_score":0.9962954},"labels":[],"label_agreement":null},{"id":"W4321446360","doi":"10.1111/auar.12395","title":"Bayesian Investor Belief Updating Speed and Market Underreaction to Earnings Announcements","year":2023,"lang":"en","type":"article","venue":"Australian Accounting Review","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"Xiamen University; Ministry of Education of the People's Republic of China; Renmin University of China; National Natural Science Foundation of China; Deakin University","keywords":"Earnings; Bayesian probability; Econometrics; Bayesian inference; Economics; Duration (music); Information asymmetry; Earnings growth; Financial economics; Computer science; Microeconomics; Accounting; Artificial intelligence","score_opus":0.05343076213910193,"score_gpt":0.2747996091180461,"score_spread":0.22136884697894416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321446360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.651237,0.017514946,0.0001480069,0.036926504,0.0025303822,0.0032556748,0.00028838048,0.0008376681,0.28726143],"genre_scores_gemma":[0.8661127,0.062959276,0.0024381664,0.018083107,0.0008173644,0.00016127726,0.00033988865,0.00018141477,0.04890682],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982762,0.000022554068,0.0006969872,0.0004937672,0.00007476902,0.0004357742],"domain_scores_gemma":[0.99914485,0.00003792579,0.0004125228,0.00025678016,0.000032715932,0.00011518713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014171703,0.00021677288,0.00046097607,0.00022480013,0.00020576264,0.0002034245,0.00017806493,0.00007499603,0.0007834559],"category_scores_gemma":[0.0004470762,0.00024377514,0.00007563459,0.0007977204,0.00004479198,0.0005749609,0.000094060044,0.00016684725,0.0011641164],"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":[0.0000135254195,0.00005623249,0.29207107,0.0040524625,0.00009304354,0.000012682487,0.000318017,0.00001109675,0.00019456737,0.05688086,0.6353436,0.0109528545],"study_design_scores_gemma":[0.0001729599,0.000053461907,0.22759561,0.0015219848,0.000016729755,0.000004568949,0.00010598977,0.0001282839,0.0000057036946,0.0038742388,0.76615214,0.00036831928],"about_ca_topic_score_codex":0.00032332778,"about_ca_topic_score_gemma":0.0000128117435,"teacher_disagreement_score":0.23835462,"about_ca_system_score_codex":0.00008607264,"about_ca_system_score_gemma":0.000019467037,"threshold_uncertainty_score":0.9996136},"labels":[],"label_agreement":null}]}