{"meta":{"query_hash":"43dd5090ba84","filters":{"venue":"COLLOQUIUM SOCIALIS"},"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/43dd5090ba84","api":"https://metacan.xera.ac/api/v1/cohort?venue=COLLOQUIUM+SOCIALIS"},"results":[{"id":"W2619117992","doi":"10.5747/cs.2017.v01.nesp.s0096","title":"INVERSÃO DO ÔNUS DA PROVA: EQUILÍBRIO NA RELAÇÃO DE CONSUMO","year":2017,"lang":"pt","type":"article","venue":"COLLOQUIUM SOCIALIS","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":"Inversa Systems (Canada)","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.2086043899569455,"score_gpt":0.42548444472146885,"score_spread":0.21688005476452335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619117992","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":[0.21532232,0.014860263,0.01510467,0.19036633,0.055712678,0.007883222,0.0014279361,0.0008774439,0.49844515],"genre_scores_gemma":[0.9156468,0.0008335718,0.00020160718,0.0018350737,0.00052726344,0.00011759505,0.0000073018155,0.000057899844,0.08077291],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944775,0.00033712373,0.0009704543,0.0012066037,0.0017953096,0.0012129918],"domain_scores_gemma":[0.994644,0.00052630255,0.0014496107,0.0021532648,0.00090349145,0.00032334248],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003625208,0.0005676187,0.0010845447,0.0002752282,0.005849538,0.0045015165,0.00309332,0.00043656232,0.0014109862],"category_scores_gemma":[0.0064366064,0.00052597234,0.0004908925,0.000615417,0.0017202904,0.0012173653,0.0031597163,0.0004181218,0.0018665782],"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":[0.00016528516,0.0002919352,0.040733095,0.00015719957,0.00057285593,0.00025353738,0.012767408,0.0000075991943,0.000112953014,0.027887842,0.8376503,0.0794],"study_design_scores_gemma":[0.0054769674,0.00026933564,0.07940589,0.00050789904,0.0010360831,0.000013066306,0.03396364,0.0017879801,0.0001566298,0.027688567,0.84747076,0.0022231762],"about_ca_topic_score_codex":0.0017939863,"about_ca_topic_score_gemma":0.00061281637,"teacher_disagreement_score":0.7003245,"about_ca_system_score_codex":0.0004242438,"about_ca_system_score_gemma":0.0008388977,"threshold_uncertainty_score":0.9997192},"labels":[],"label_agreement":null},{"id":"W2921978588","doi":"10.5747/cs.2018.v02.nesp2.s0375","title":"A INFLUÊNCIA DA LIDERANÇA COMO ESTÍMULO À MOTIVAÇÃO DO TRABALHO EMEQUIPE","year":2018,"lang":"en","type":"article","venue":"COLLOQUIUM SOCIALIS","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":"Discovery Air (Canada)","funders":"","keywords":"Teamwork; Psychology; Sociology; Public relations; Management; Political science","score_opus":0.1810185762016937,"score_gpt":0.4307895097332267,"score_spread":0.249770933531533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921978588","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":[0.56559455,0.0015179841,0.020407943,0.033691954,0.013327462,0.0021743455,0.00024194138,0.0008022417,0.3622416],"genre_scores_gemma":[0.985778,0.000060265316,0.00049130677,0.002306018,0.0009461426,0.000062036976,0.000005049785,0.000031352465,0.01031985],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961067,0.0002031645,0.0007551437,0.00073616527,0.0015921582,0.0006066802],"domain_scores_gemma":[0.99725866,0.00044200485,0.0003527467,0.0007611503,0.0010335469,0.0001518725],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018674077,0.00030802196,0.00061714795,0.00027763433,0.001320428,0.00090420485,0.0011018814,0.00015796554,0.0021752415],"category_scores_gemma":[0.0022276687,0.00024868347,0.0002627839,0.001795731,0.00072456396,0.00060170895,0.00070477126,0.00014777241,0.0016966187],"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":[0.00010979948,0.00026558645,0.021020457,0.000025599236,0.00021917878,0.000036025594,0.013709402,0.000007237726,0.00030659357,0.03344323,0.8020828,0.12877409],"study_design_scores_gemma":[0.0014051464,0.0001828062,0.061978105,0.000044218345,0.00009477945,0.0000025164038,0.0066294516,0.00026965552,0.00017379227,0.052162003,0.8764359,0.000621643],"about_ca_topic_score_codex":0.00028523343,"about_ca_topic_score_gemma":0.00032981273,"teacher_disagreement_score":0.42018345,"about_ca_system_score_codex":0.000090024536,"about_ca_system_score_gemma":0.00012437209,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W3083643576","doi":"10.5747/cs.2020.v04.n1.s090","title":"POLÍTICAS PÚBLICAS EFICIENTES PARA O NOVO CORONAVÍRUS NO MUNDO","year":2020,"lang":"en","type":"article","venue":"COLLOQUIUM SOCIALIS","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","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":"Quarter (Canadian coin); Pandemic; Coronavirus disease 2019 (COVID-19); Recession; China; Index (typography); Geography; Government (linguistics); Political science; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Socioeconomics; Quarantine; Economic growth; Demography; Development economics; Medicine; Economics; Sociology","score_opus":0.07164554672837635,"score_gpt":0.3329034102675568,"score_spread":0.26125786353918046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083643576","genre_codex":"commentary","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":[0.31889793,0.0023328718,0.2427312,0.3807063,0.007411647,0.0036615191,0.00031685267,0.006874833,0.037066832],"genre_scores_gemma":[0.9680788,0.00003563556,0.0052702925,0.025164066,0.0008556785,0.000058923546,0.000010881621,0.00004170673,0.00048399638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686617,0.00025368578,0.0005110933,0.0008371043,0.0006846512,0.0008472831],"domain_scores_gemma":[0.9977795,0.00039472492,0.00018771955,0.00072115066,0.0003066242,0.00061031786],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044164504,0.0003008167,0.00044877236,0.00009603574,0.00048446128,0.00032325098,0.0017430601,0.00021930298,0.000118812764],"category_scores_gemma":[0.0010506655,0.0003257673,0.00020168991,0.0011503872,0.0001686385,0.00041032562,0.00067734433,0.00039025865,0.0020534275],"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":[0.00038023505,0.0010744805,0.036981393,0.001326263,0.0004887319,0.0013631422,0.06169291,0.00019362889,0.046006646,0.5299962,0.28391045,0.036585923],"study_design_scores_gemma":[0.0038035745,0.0009786224,0.012175244,0.00012466201,0.00007382617,0.00007666843,0.00053803157,0.02617084,0.0045176684,0.0037468004,0.94567066,0.0021233854],"about_ca_topic_score_codex":0.00032741812,"about_ca_topic_score_gemma":0.000033686014,"teacher_disagreement_score":0.6617602,"about_ca_system_score_codex":0.00035263572,"about_ca_system_score_gemma":0.0008920181,"threshold_uncertainty_score":0.9999194},"labels":[],"label_agreement":null}]}