{"meta":{"query_hash":"a62db9dbbac3","filters":{"venue":"Forum Sociológico"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/a62db9dbbac3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Forum+Sociol%C3%B3gico"},"results":[{"id":"W2610883295","doi":"10.4000/sociologico.1599","title":"Envelhecimento : activo ? bem sucedido ? saudável ? possíveis coordenadas de análise…","year":2007,"lang":"pt","type":"article","venue":"Forum Sociológico","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":5,"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":"Philosophy; Humanities","score_opus":0.1435092175792216,"score_gpt":0.4175567178493385,"score_spread":0.27404750027011693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610883295","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":[0.80357474,0.001916419,0.00090013555,0.02790062,0.004546529,0.0021677876,0.00020665063,0.0004131031,0.15837403],"genre_scores_gemma":[0.9605954,0.00067740894,0.00014089362,0.0020708586,0.0015616139,0.000055392302,0.000051021903,0.000094463925,0.03475289],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920932,0.0005217599,0.001096516,0.0011558553,0.0018067897,0.0033258498],"domain_scores_gemma":[0.9966107,0.0006079529,0.0005156725,0.00082264474,0.00026247936,0.0011805379],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004685297,0.0007348013,0.00077029184,0.00017894646,0.0022892042,0.00034798475,0.0011827621,0.0008991724,0.003342788],"category_scores_gemma":[0.0004071286,0.00076972024,0.0006973518,0.0007297383,0.0013047836,0.00058256777,0.0004060606,0.0007790962,0.000786624],"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":[0.00043597043,0.0026489783,0.55769104,0.00027275787,0.0005724737,0.000069097514,0.14698781,0.000018983528,0.0018879629,0.031979773,0.24378417,0.013650982],"study_design_scores_gemma":[0.0034920396,0.0012074991,0.14476946,0.00031259697,0.0004412483,0.0000098295,0.3112431,0.00012009163,0.0036317129,0.021701451,0.51048994,0.0025810278],"about_ca_topic_score_codex":0.011335665,"about_ca_topic_score_gemma":0.015456102,"teacher_disagreement_score":0.41292158,"about_ca_system_score_codex":0.0028781483,"about_ca_system_score_gemma":0.0008913636,"threshold_uncertainty_score":0.99999136},"labels":[],"label_agreement":null},{"id":"W2611171929","doi":"10.4000/sociologico.1609","title":"Envelhecimento activo : complementariedades e contradições","year":2007,"lang":"pt","type":"article","venue":"Forum Sociológico","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":2,"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":"Political science; Psychology; Humanities; Sociology; Philosophy","score_opus":0.03004177847653801,"score_gpt":0.3273284653590412,"score_spread":0.2972866868825032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611171929","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":[0.82953477,0.0021416745,0.012576263,0.017894235,0.008129105,0.0012228332,0.0004201573,0.00021735475,0.12786363],"genre_scores_gemma":[0.97157395,0.00014280141,0.00014455293,0.002444949,0.001115995,0.000014815974,0.000116641386,0.000039714945,0.024406582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656516,0.00017155097,0.0006097237,0.0005013425,0.000873637,0.0012786057],"domain_scores_gemma":[0.99856925,0.00039885633,0.00027992655,0.00024673695,0.00019260727,0.00031262496],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016657175,0.00035006757,0.00037218863,0.00012267024,0.0018383898,0.00027443786,0.0005163327,0.00032068818,0.0018880739],"category_scores_gemma":[0.00006982819,0.0003741483,0.00035529604,0.00026694182,0.00041108503,0.0003384709,0.00015087971,0.0003864241,0.00023750935],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009863873,0.00034754872,0.032274827,0.00003116499,0.00044351225,0.000027438333,0.06396315,0.000034776353,0.0044971984,0.8018151,0.09246859,0.003998068],"study_design_scores_gemma":[0.0015739531,0.00042042596,0.025301732,0.00014930438,0.00016437148,0.0000041750704,0.4027702,0.0019445117,0.0013059911,0.011687887,0.5532982,0.0013792808],"about_ca_topic_score_codex":0.0028090815,"about_ca_topic_score_gemma":0.020008141,"teacher_disagreement_score":0.7901272,"about_ca_system_score_codex":0.00082674617,"about_ca_system_score_gemma":0.0002711801,"threshold_uncertainty_score":0.9998711},"labels":[],"label_agreement":null},{"id":"W4247438824","doi":"10.4000/sociologico.537","title":"Saúde e multiculturalidade","year":2012,"lang":"pt","type":"paratext","venue":"Forum Sociológico","topic":"Migration, Racism, and Human Rights","field":"Social Sciences","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; Federation for the Humanities and Social Sciences","keywords":"Geography","score_opus":0.04323962509576371,"score_gpt":0.3283045452411565,"score_spread":0.28506492014539275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247438824","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35050178,0.03144216,0.0003616663,0.0073691127,0.046027947,0.0057395417,0.0019233612,0.0008800822,0.55575436],"genre_scores_gemma":[0.4255996,0.0020051063,0.000058846887,0.0006813846,0.005945425,0.00008813435,0.0008823249,0.000077960874,0.5646612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935777,0.00080251077,0.0010487738,0.0010013639,0.0013012664,0.0022683567],"domain_scores_gemma":[0.9969107,0.00030574642,0.0009495843,0.00068792416,0.0003464632,0.0007995939],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008494476,0.0010230639,0.0011497422,0.00018875365,0.0041914084,0.0004990626,0.0012226687,0.0021111616,0.04683601],"category_scores_gemma":[0.000086474894,0.0008339101,0.0009662118,0.00035465744,0.0006736294,0.00088687683,0.0001928019,0.0012748523,0.073124185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015228775,0.00017905164,0.0002124474,0.0000813242,0.00015144868,0.000002809801,0.4092642,0.0000053725607,0.00002662163,0.007258497,0.58217156,0.0006313913],"study_design_scores_gemma":[0.0005617929,0.00008300355,0.0009969964,0.0001636326,0.00024189021,0.0000029697921,0.14301902,0.000033689626,0.000060764,0.0017051456,0.85187894,0.0012521592],"about_ca_topic_score_codex":0.00089686393,"about_ca_topic_score_gemma":0.026902776,"teacher_disagreement_score":0.26970735,"about_ca_system_score_codex":0.00066789816,"about_ca_system_score_gemma":0.0004536465,"threshold_uncertainty_score":0.99941117},"labels":[],"label_agreement":null},{"id":"W4384932079","doi":"10.4000/sociologico.11178","title":"GENTRIFICAÇÃO SUBURBANA, DISPLACEMENT E IDENTIDADE TERRITORIAL : O CASO DE ALMADA","year":2023,"lang":"pt","type":"article","venue":"Forum Sociológico","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":2,"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); BitCan (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.03435154646890362,"score_gpt":0.319067482810864,"score_spread":0.28471593634196035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384932079","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":[0.9369395,0.0032239591,0.00032962445,0.024351219,0.025469871,0.0009995453,0.000853148,0.00082070485,0.0070124725],"genre_scores_gemma":[0.8004256,0.00067779695,0.000024645311,0.00043944258,0.004813456,0.000057932764,0.00012343332,0.0000618074,0.19337587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945751,0.00049868354,0.0006623433,0.00077503006,0.0014055588,0.0020833062],"domain_scores_gemma":[0.9980031,0.00046607413,0.00044880222,0.00049120357,0.00009243475,0.0004983319],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001746547,0.00043716858,0.00052859145,0.00012683049,0.0016551008,0.00033105616,0.0008807281,0.00058320595,0.0005106289],"category_scores_gemma":[0.0004730814,0.0004712671,0.0004530548,0.0008978755,0.00036331784,0.00032039065,0.00023399366,0.0006262499,0.002696129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006696637,0.00009738234,0.17236584,0.000043128333,0.00014168209,0.000100777266,0.029938877,0.000077078286,0.00016732165,0.00287005,0.79376817,0.00036275105],"study_design_scores_gemma":[0.0014946446,0.00019655352,0.08690603,0.00018963798,0.00014874944,0.00000340537,0.04464085,0.00072513416,0.00012862947,0.0012032869,0.8634523,0.000910787],"about_ca_topic_score_codex":0.0087449625,"about_ca_topic_score_gemma":0.0037813007,"teacher_disagreement_score":0.1863634,"about_ca_system_score_codex":0.00095065107,"about_ca_system_score_gemma":0.00062603795,"threshold_uncertainty_score":0.9997739},"labels":[],"label_agreement":null},{"id":"W7083433440","doi":"10.4000/14ri9","title":"Dé[vide]alisation: Fanon et Lefebvre sur la gentrification urbaine","year":2025,"lang":"fr","type":"article","venue":"Forum Sociológico","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","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":"Université de Montréal","funders":"","keywords":"Gentrification; Perspective (graphical); Context (archaeology); Sociological imagination","score_opus":0.015685170502064194,"score_gpt":0.2884842633453279,"score_spread":0.2727990928432637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083433440","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":[0.07367496,0.21639384,0.003335041,0.48100653,0.007152287,0.0016196223,0.00028176105,0.0003860073,0.21614994],"genre_scores_gemma":[0.81106645,0.021129085,0.000120021316,0.017951243,0.0009679402,0.00007387591,0.00042589387,0.000038325274,0.14822717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974051,0.00046896655,0.0005495752,0.000551155,0.00033865988,0.00068654056],"domain_scores_gemma":[0.9981188,0.0009632652,0.0001696964,0.00039916698,0.00015706314,0.00019196954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006264583,0.00033659185,0.00045001588,0.0001335235,0.00021425192,0.00006170051,0.00022193516,0.00061043433,0.0013509936],"category_scores_gemma":[0.00077902304,0.00030765418,0.00032987577,0.0005569394,0.00032119564,0.0002208427,0.000108124936,0.0007241598,0.0006879747],"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":[0.00039035914,0.0010667066,0.07549749,0.000977929,0.00024100748,0.00008047193,0.0011420513,0.00011891249,0.0003809311,0.18500589,0.69664943,0.038448837],"study_design_scores_gemma":[0.0022587024,0.00037869712,0.0790092,0.00014424276,0.00033140817,0.000012684761,0.0005225197,0.0008419148,0.00007857429,0.014832448,0.9013075,0.0002820616],"about_ca_topic_score_codex":0.00020575328,"about_ca_topic_score_gemma":0.000023720024,"teacher_disagreement_score":0.7373915,"about_ca_system_score_codex":0.00013129927,"about_ca_system_score_gemma":0.00037469284,"threshold_uncertainty_score":0.99993753},"labels":[],"label_agreement":null}]}