{"meta":{"query_hash":"4c1c01d941fd","filters":{"venue":"Revista Contabilidade & Finanças"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/4c1c01d941fd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Contabilidade+%26+Finan%C3%A7as"},"results":[{"id":"W2010311475","doi":"10.1590/s1519-70772003000400003","title":"Estudo do impacto de um curso MBA em controladoria na evolução de seus egressos","year":2003,"lang":"pt","type":"article","venue":"Revista Contabilidade & Finanças","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.04103679059060509,"score_gpt":0.33750518831921195,"score_spread":0.29646839772860684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010311475","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":[0.85139114,0.086646885,0.04098043,0.004095784,0.0033966454,0.004282144,0.0003110661,0.0003571581,0.008538765],"genre_scores_gemma":[0.98807067,0.002230887,0.00063304196,0.001025908,0.00022519792,0.00018844944,0.000007976283,0.00011952741,0.0074983174],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899873,0.0015767114,0.0021506234,0.001967888,0.0019155416,0.0024019026],"domain_scores_gemma":[0.9926441,0.0020200151,0.0012261337,0.0024014085,0.0010133451,0.0006950265],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007323204,0.001224033,0.0023557416,0.0005295144,0.0012204915,0.0029737337,0.0018462543,0.0005047841,0.0021281545],"category_scores_gemma":[0.010426307,0.0010176941,0.000965965,0.0019927814,0.00046840723,0.00087502034,0.00067069504,0.0008517365,0.0009080604],"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":[0.0012805746,0.0020467078,0.53997636,0.0013028082,0.0012812417,0.000920551,0.01542639,0.00022841596,0.0010454808,0.13351887,0.0938048,0.20916781],"study_design_scores_gemma":[0.0058268276,0.0009194318,0.20024148,0.0013359952,0.0012790746,0.00015555072,0.018911604,0.00225596,0.0001549018,0.0045767003,0.7618122,0.002530276],"about_ca_topic_score_codex":0.0004530232,"about_ca_topic_score_gemma":0.00015457187,"teacher_disagreement_score":0.6680074,"about_ca_system_score_codex":0.00086442253,"about_ca_system_score_gemma":0.0009732303,"threshold_uncertainty_score":0.9998698},"labels":[],"label_agreement":null},{"id":"W2047075762","doi":"10.1590/s1519-70772007000400008","title":"Financial accounting: an epistemological research note","year":2007,"lang":"en","type":"article","venue":"Revista Contabilidade & Finanças","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Field (mathematics); Accounting research; Order (exchange); Sociology; Underpinning; Epistemology; Accounting; Perspective (graphical); TRACE (psycholinguistics); Positive accounting; Financial accounting; Accounting information system; Economics; Finance; Computer science; Philosophy","score_opus":0.04609256628403925,"score_gpt":0.3238263039997508,"score_spread":0.2777337377157116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047075762","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":[0.9621463,0.00021255696,0.0041447035,0.0012865245,0.00049051084,0.00076341373,0.0000032310452,0.00040248016,0.030550295],"genre_scores_gemma":[0.9925525,0.000008558709,0.0005881601,0.002147163,0.0037898133,0.000021973316,0.00007223945,0.000069197544,0.00075037766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962912,0.000057952366,0.0007762567,0.00084093434,0.0009884271,0.0010451999],"domain_scores_gemma":[0.99771506,0.00030176854,0.0003014816,0.0007092587,0.00093109405,0.00004136979],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006475531,0.00034938,0.00044005152,0.000549071,0.00085218914,0.0012639243,0.00085510727,0.0002492451,0.0006774868],"category_scores_gemma":[0.002634717,0.00032243627,0.00013783095,0.0016692366,0.00023560936,0.0014516072,0.0005663532,0.0006138447,0.0016158285],"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":[0.00022618748,0.00042206483,0.16261809,0.00040500003,0.000013084026,0.00016340954,0.00009513802,0.000025865158,0.0008937189,0.8061758,0.0067734583,0.022188138],"study_design_scores_gemma":[0.0006270615,0.00006940845,0.34291023,0.00011073998,0.000045078013,0.000010493138,0.00022991195,0.00038437164,0.00007133127,0.008376679,0.64658666,0.0005780507],"about_ca_topic_score_codex":0.0004724636,"about_ca_topic_score_gemma":0.00022864775,"teacher_disagreement_score":0.79779917,"about_ca_system_score_codex":0.0001976131,"about_ca_system_score_gemma":0.00009730641,"threshold_uncertainty_score":0.99992275},"labels":[],"label_agreement":null},{"id":"W2054751228","doi":"10.1590/1808-057x201410690","title":"Effect of the Adoption of IFRS on the Information Relevance of Accounting Profits in Brazil","year":2014,"lang":"en","type":"article","venue":"Revista Contabilidade & Finanças","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":29,"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":"Accounting; Accounting information system; Relevance (law); International Financial Reporting Standards; Business; Accounting standard; Quality (philosophy); Quarter (Canadian coin); Financial accounting","score_opus":0.004627654744261899,"score_gpt":0.2063649572725771,"score_spread":0.20173730252831518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054751228","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":[0.9912168,0.000046592435,0.0014025135,0.0004023609,0.00010237319,0.0009332185,0.0000025097838,0.000020921501,0.0058727246],"genre_scores_gemma":[0.99947214,0.000013823498,0.000019471332,0.00029234143,0.00008411596,0.000036039968,0.0000055628157,0.000015644773,0.000060847375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983283,0.000099953024,0.0007284189,0.00017659401,0.0004595341,0.00020715373],"domain_scores_gemma":[0.9881099,0.00054319465,0.01065393,0.0005114505,0.00017733102,0.0000041972053],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023960103,0.00018380203,0.00037820893,0.00012421087,0.00008354167,0.00007781428,0.0004993387,0.00006048849,0.000027590828],"category_scores_gemma":[0.01854209,0.000116964264,0.00013034322,0.0006860456,0.0001154152,0.0008751798,0.00022452298,0.00022687882,0.000034884495],"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":[0.00032917986,0.00007598261,0.52985525,0.006084168,0.000025949357,3.3533857e-7,0.0003585428,0.0013065347,0.0025056703,0.2288808,0.0005851918,0.2299924],"study_design_scores_gemma":[0.0016561882,0.00021583667,0.8475523,0.003712592,0.00011550551,6.2025003e-7,0.00019796274,0.0046730638,0.005988554,0.00036026974,0.13517296,0.00035413046],"about_ca_topic_score_codex":0.00019342845,"about_ca_topic_score_gemma":0.000033141212,"teacher_disagreement_score":0.31769705,"about_ca_system_score_codex":0.00004798851,"about_ca_system_score_gemma":0.000017903525,"threshold_uncertainty_score":0.9897252},"labels":[],"label_agreement":null},{"id":"W2995646762","doi":"10.1590/1808-057x201908670","title":"Incentives for accounting choices in Cash Flows Statements","year":2019,"lang":"en","type":"article","venue":"Revista Contabilidade & Finanças","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Accounting; Cash flow; Incentive; Context (archaeology); Profitability index; Accounting information system; Discretion; Business; Accounting research; Debt; Audit; Sample (material); Actuarial science; Economics; Finance; Microeconomics; Political science","score_opus":0.011647123857603312,"score_gpt":0.2578993519448214,"score_spread":0.24625222808721808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995646762","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":[0.982577,0.0003377018,0.005070379,0.00026602394,0.00044117824,0.002244292,0.000013373262,0.0001485272,0.00890152],"genre_scores_gemma":[0.99529,0.00003872938,0.0003420254,0.00088022515,0.000543564,0.00019222907,0.00006064806,0.00008314834,0.002569463],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971132,0.00002573968,0.00079959707,0.0008333913,0.00044274033,0.00078530016],"domain_scores_gemma":[0.9924012,0.00018220636,0.0066906917,0.000514637,0.00019298695,0.000018312177],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011369166,0.000402949,0.0005967019,0.00029424578,0.00017997692,0.0009021394,0.00063357747,0.00009639119,0.00058022805],"category_scores_gemma":[0.0031854103,0.00041555104,0.00017783887,0.00062673294,0.000044743116,0.0028773572,0.00046236024,0.00027137063,0.0008481513],"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":[0.00014954389,0.0001476015,0.91453844,0.0020394782,0.00004711897,0.000013604217,0.00017469174,0.00021051631,0.0009983877,0.032528363,0.0010479868,0.048104275],"study_design_scores_gemma":[0.0021071942,0.00003028424,0.17258719,0.00056712143,0.00004916178,6.100055e-7,0.00040050634,0.002850284,0.00003542189,0.00047941992,0.82032126,0.0005715501],"about_ca_topic_score_codex":0.00076075573,"about_ca_topic_score_gemma":0.0005363401,"teacher_disagreement_score":0.8192733,"about_ca_system_score_codex":0.0002017431,"about_ca_system_score_gemma":0.00004579495,"threshold_uncertainty_score":0.9999298},"labels":[],"label_agreement":null},{"id":"W3004015668","doi":"10.1590/1808-057x201908100","title":"The influence of recession and macroeconomic variables on sectorial capital structure","year":2020,"lang":"en","type":"article","venue":"Revista Contabilidade & Finanças","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Capital structure; Economics; Context (archaeology); Inflation (cosmology); Variables; Panel data; Debt; Capital (architecture); Relevance (law); Quarter (Canadian coin); Econometrics; Macroeconomics; Monetary economics; Geography; Statistics; Mathematics","score_opus":0.008079904824207397,"score_gpt":0.19195578410865272,"score_spread":0.18387587928444532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004015668","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":[0.99775004,0.00033363426,0.000011547451,0.0011559781,0.00018401198,0.00025347967,0.00002755525,0.000026328944,0.00025740894],"genre_scores_gemma":[0.998266,0.00011425096,0.000013953521,0.0007812189,0.0007538618,0.0000066701436,0.0000064397113,0.000016898364,0.000040722378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990266,0.000012990261,0.00032806167,0.00030777833,0.00013550212,0.00018906823],"domain_scores_gemma":[0.9991359,0.000105718245,0.000425618,0.00023580214,0.000081888924,0.000015065815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014802872,0.00017498997,0.00026998913,0.00002269544,0.00017432017,0.00023504076,0.00025690094,0.000066593224,0.00005054185],"category_scores_gemma":[0.00026865155,0.00012530325,0.000050911458,0.000188367,0.00009312147,0.00046062336,0.00010985211,0.0001642675,0.000027929122],"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":[0.0026584791,0.000092857925,0.52055717,0.0020479637,0.000081796104,0.000033323577,0.00076923065,0.0020727736,0.06945502,0.3713199,0.0102594225,0.020652093],"study_design_scores_gemma":[0.0011815772,0.00011521612,0.68748564,0.0002851999,0.000050240404,0.0000021831704,0.0001036603,0.00032307804,0.00053135224,0.0022635688,0.30728367,0.0003746359],"about_ca_topic_score_codex":0.0002451529,"about_ca_topic_score_gemma":0.000065602144,"teacher_disagreement_score":0.3690563,"about_ca_system_score_codex":0.000022518934,"about_ca_system_score_gemma":0.000040547133,"threshold_uncertainty_score":0.51097184},"labels":[],"label_agreement":null},{"id":"W3108004925","doi":"10.1590/1808-057x202090340","title":"On the fragility of cultural markers within scholarly communities: physical distancing and the blurring of group referents","year":2020,"lang":"en","type":"article","venue":"Revista Contabilidade & Finanças","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Distancing; Fragility; Social psychology; Psychology; Group (periodic table); Sociology; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.07424108835827536,"score_gpt":0.3151064926442931,"score_spread":0.24086540428601771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108004925","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":[0.9855223,0.000518961,0.0000392302,0.004079042,0.000034471483,0.0004647685,0.000016819602,0.000020257048,0.009304181],"genre_scores_gemma":[0.99919814,0.00010696625,0.000016089616,0.00056730263,0.00005215598,0.000013937532,0.0000027934113,0.0000055133,0.000037110654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9952101,0.0037977176,0.00036692494,0.0001642262,0.00030268866,0.00015833533],"domain_scores_gemma":[0.99217904,0.007002038,0.00034884052,0.00029068775,0.000108369575,0.00007100752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038598967,0.00013175991,0.00040301032,0.000008259462,0.00062980736,0.00016776622,0.00048651907,0.00007255308,0.00007944494],"category_scores_gemma":[0.0053194594,0.00006915184,0.00015374966,0.00018884886,0.00172274,0.00047216789,0.00013337265,0.00066619506,0.0000022860797],"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":[0.0011797817,0.00004974759,0.0051775766,0.000060175193,0.000037542464,7.468541e-7,0.11602357,0.000002553977,0.00015253489,0.8766554,0.000027174845,0.00063317595],"study_design_scores_gemma":[0.0036979178,0.0013834648,0.037101407,0.0009412334,0.0002821322,0.0000017408003,0.8318065,0.00055466656,0.00023443227,0.071315736,0.051975306,0.000705478],"about_ca_topic_score_codex":0.0011439382,"about_ca_topic_score_gemma":0.000105559106,"teacher_disagreement_score":0.8053397,"about_ca_system_score_codex":0.000034729885,"about_ca_system_score_gemma":0.000048621656,"threshold_uncertainty_score":0.6368274},"labels":[],"label_agreement":null},{"id":"W4323529736","doi":"10.1590/1808-057x20221636.en","title":"The effects of national culture on environmental disclosure: A cross-country analysis","year":2023,"lang":"en","type":"article","venue":"Revista Contabilidade & Finanças","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":6,"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":"Hofstede's cultural dimensions theory; Uncertainty avoidance; Individualism; Sustainability; Accounting; Corporate governance; Business; Collectivism; Government (linguistics); Masculinity; Voluntary disclosure; Organizational culture; Public economics; Economics; Public relations; Finance; Political science; Sociology; Market economy; Social science; Ecology","score_opus":0.010007297345472416,"score_gpt":0.26216129876617156,"score_spread":0.25215400142069916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323529736","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":[0.99676543,0.0002627482,0.000009360072,0.0001744949,0.0001688049,0.0004928737,0.00001790137,0.00009659402,0.0020117965],"genre_scores_gemma":[0.997516,0.000042795575,0.000004334402,0.00018253233,0.00033324084,0.00005082441,0.00011553232,0.000024255865,0.0017304978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777126,0.000045474022,0.000632323,0.00041548107,0.00080947916,0.00032598758],"domain_scores_gemma":[0.9980803,0.0006776672,0.0006762622,0.00041701752,0.00013217477,0.000016559825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013717713,0.00022072531,0.00039113776,0.00019932324,0.00048062435,0.00050382025,0.00030501347,0.00010134217,0.000050791947],"category_scores_gemma":[0.0035173553,0.00016026998,0.00038467825,0.0019269568,0.00022551823,0.000339474,0.00020004176,0.00020349254,0.00016339315],"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":[0.0002579869,0.00016321377,0.94831675,0.0005321506,0.00039810955,0.000046157496,0.0002471331,0.00018722346,0.0084661525,0.035091832,0.0013768404,0.0049164514],"study_design_scores_gemma":[0.00046380726,0.000039844195,0.9175379,0.00007986043,0.00031223195,9.745005e-7,0.00027776693,0.0005726854,0.00024221794,0.0021038076,0.0780804,0.00028845697],"about_ca_topic_score_codex":0.00007771738,"about_ca_topic_score_gemma":0.00008690811,"teacher_disagreement_score":0.076703556,"about_ca_system_score_codex":0.00015180305,"about_ca_system_score_gemma":0.00006579923,"threshold_uncertainty_score":0.653562},"labels":[],"label_agreement":null},{"id":"W4413280151","doi":"10.1590/1808-057x20252182.en","title":"Management control systems as a package in a Portuguese agri-food company","year":2025,"lang":"en","type":"article","venue":"Revista Contabilidade & Finanças","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"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":"Fundação para a Ciência e a Tecnologia; Canadian Intensive Care Foundation","keywords":"Portuguese; Business; Control (management); Management control system; Process management; Operations management; Computer science; Engineering; Artificial intelligence","score_opus":0.006495287168268236,"score_gpt":0.20962746533539942,"score_spread":0.20313217816713117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413280151","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":[0.789051,0.0056079645,0.005566865,0.0037938799,0.0014103639,0.0047014668,0.000025064082,0.00071166083,0.18913177],"genre_scores_gemma":[0.9930985,0.00006630189,0.00004391933,0.0029948212,0.00035287137,0.00019836225,0.00006616924,0.00004981152,0.0031292324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727637,0.000047325102,0.0009095987,0.00071404845,0.00046574837,0.0005869032],"domain_scores_gemma":[0.998597,0.000105008854,0.00035905678,0.00068301003,0.00023184244,0.000024037674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008853518,0.0004225216,0.0006723117,0.000736842,0.00019899903,0.00091294874,0.0006080358,0.000118701806,0.00019539626],"category_scores_gemma":[0.00023797431,0.0004089989,0.00015286944,0.0015631221,0.00006906462,0.0006653146,0.00036548008,0.00025044597,0.0007755799],"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":[0.0001207368,0.00032086147,0.089198075,0.001981634,0.00016759854,0.00015536856,0.000034355257,0.000335692,0.000050321112,0.8978707,0.0065720915,0.0031925405],"study_design_scores_gemma":[0.004643648,0.000053049927,0.44120333,0.001638464,0.0004001874,0.0000064142782,0.001524016,0.0029300828,0.000007840597,0.0035936171,0.5430824,0.0009169557],"about_ca_topic_score_codex":0.0006564784,"about_ca_topic_score_gemma":0.00011250802,"teacher_disagreement_score":0.8942771,"about_ca_system_score_codex":0.00021767156,"about_ca_system_score_gemma":0.000051281593,"threshold_uncertainty_score":0.9998362},"labels":[],"label_agreement":null}]}