{"meta":{"query_hash":"c7ffa2eb251f","filters":{"venue":"Revista Vianna Sapiens"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/c7ffa2eb251f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Vianna+Sapiens"},"results":[{"id":"W3081963857","doi":"10.31994/rvs.v11i2.700","title":"Um estudo comparativo sobre a abordagem da satisfação no trabalho entre três escalas de medidas comportamentais","year":2020,"lang":"pt","type":"article","venue":"Revista Vianna Sapiens","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.09483654010622662,"score_gpt":0.3542118117879195,"score_spread":0.2593752716816929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081963857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97437435,0.0011574319,0.0057570376,0.0009140362,0.00008683918,0.0007667979,0.0006232136,0.000055416178,0.01626487],"genre_scores_gemma":[0.99160814,0.0005959273,0.004562108,0.000243708,0.00002429808,0.00054923823,0.00019808389,0.0000237757,0.0021948137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9873997,0.0055539133,0.0013346983,0.0019509118,0.0030290487,0.00073176005],"domain_scores_gemma":[0.95970315,0.022302242,0.0060489103,0.0036619247,0.006822455,0.0014612728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01176479,0.00049727934,0.00072414393,0.0022031395,0.0022450385,0.0032451353,0.001092098,0.0009237684,0.006486745],"category_scores_gemma":[0.037249096,0.00058699556,0.0012354979,0.0033830483,0.0019970255,0.0022565662,0.0031984595,0.00149244,0.0005858523],"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":[0.003057082,0.0022742045,0.52635896,0.0041555683,0.0009961111,0.0005405836,0.18864185,0.0011705082,0.010514831,0.009320588,0.0026093358,0.2503604],"study_design_scores_gemma":[0.0001668649,0.0055512604,0.8443523,0.0013249636,0.00094143953,0.0003250411,0.11502778,0.0016934215,0.0056005223,0.0045572696,0.020310078,0.00014895339],"about_ca_topic_score_codex":0.015404649,"about_ca_topic_score_gemma":0.023361087,"teacher_disagreement_score":0.015404649,"about_ca_system_score_codex":0.0032694268,"about_ca_system_score_gemma":0.0067729005,"threshold_uncertainty_score":0.062218904},"labels":[],"label_agreement":null},{"id":"W3189824947","doi":"10.31994/rvs.v8i2.237","title":"GESTÃO HOTELEIRA:","year":2017,"lang":"pt","type":"article","venue":"Revista Vianna Sapiens","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Business; Marketing; Political science; Humanities; Operations management; Engineering; Philosophy","score_opus":0.17291124590967075,"score_gpt":0.4116045870647093,"score_spread":0.23869334115503857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189824947","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26513517,0.020386009,0.019856373,0.024163635,0.003825198,0.00036499114,0.0020019547,0.00061216275,0.6636545],"genre_scores_gemma":[0.84367156,0.009100631,0.009002449,0.0023499704,0.0006848157,0.00030334754,0.0007954291,0.00021798979,0.13387382],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973079,0.0009873931,0.000119478726,0.0003673303,0.00070178695,0.0005161055],"domain_scores_gemma":[0.9979577,0.00039980057,0.00027578758,0.00020760854,0.00042776286,0.0007312624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001727318,0.0005484782,0.0004499674,0.0010345269,0.003581133,0.010927283,0.001142696,0.0014537382,0.025343806],"category_scores_gemma":[0.003164333,0.00027913347,0.0007918978,0.0020458612,0.0042250766,0.0043990663,0.007840918,0.001715698,0.0046559474],"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":[0.00052585755,0.00023869939,0.05389626,0.0044584665,0.00014019512,0.0022291525,0.14237882,0.0012187979,0.008960325,0.22039162,0.10089754,0.46466425],"study_design_scores_gemma":[0.000012368386,0.00016376271,0.035426684,0.0008800889,0.000031139876,0.0009769915,0.062791124,0.00027685065,0.0007421651,0.010519958,0.8880967,0.000082174985],"about_ca_topic_score_codex":0.013103494,"about_ca_topic_score_gemma":0.01977398,"teacher_disagreement_score":0.9746562,"about_ca_system_score_codex":0.003946104,"about_ca_system_score_gemma":0.005221401,"threshold_uncertainty_score":0.084783494},"labels":[],"label_agreement":null},{"id":"W4410979144","doi":"10.31994/rvs.v16i1.1029","title":"Responsabilidade civil no transporte aéreo","year":2025,"lang":"pt","type":"article","venue":"Revista Vianna Sapiens","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Political science; Aeronautics; Computer science; Law and economics; Engineering; Sociology","score_opus":0.02064596376307277,"score_gpt":0.3326680780680997,"score_spread":0.31202211430502697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410979144","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15703546,0.006153295,0.011651744,0.011933319,0.0004921593,0.00010916298,0.00035672836,0.000094756106,0.8121734],"genre_scores_gemma":[0.85233086,0.0068036476,0.0025766415,0.0008071879,0.00022021416,0.00006847233,0.00021778107,0.000063508356,0.13691166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99654144,0.000974081,0.0001477267,0.00036133506,0.0013911041,0.00058427436],"domain_scores_gemma":[0.99748635,0.0009096674,0.00029096255,0.00029147632,0.0007966526,0.00022477862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002516918,0.0005425471,0.00031551934,0.0024031491,0.0068951217,0.011741706,0.0011932116,0.0021957273,0.015246217],"category_scores_gemma":[0.0037687456,0.0002694406,0.0005553656,0.0025300486,0.010236763,0.0038285293,0.0047392584,0.0018163717,0.0014054901],"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":[0.00004376881,0.00005937732,0.014223903,0.00047659126,0.00003015016,0.0012233475,0.06610722,0.0020782147,0.0022581278,0.85468376,0.011000693,0.047814928],"study_design_scores_gemma":[0.000004606005,0.000059768103,0.022157859,0.000770639,0.00003379166,0.0006978553,0.08488097,0.00062757795,0.0010124629,0.035871908,0.85381335,0.00006916969],"about_ca_topic_score_codex":0.12073905,"about_ca_topic_score_gemma":0.107472345,"teacher_disagreement_score":0.12073905,"about_ca_system_score_codex":0.0072137658,"about_ca_system_score_gemma":0.010753835,"threshold_uncertainty_score":0.24007255},"labels":[],"label_agreement":null}]}