{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"dcc426baca47","filters":{"venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade"}},"results":[{"id":"W4308068293","doi":"10.15210/pixo.v6i21.22302","title":"COMUNIDADES TRADICIONAIS","year":2022,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"Universitas Lampung; Universidade Federal do Rio de Janeiro; Universidade de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Pontifícia Universidade Católica do Rio de Janeiro; Universidade Federal de Pernambuco; Svenska Forskningsrådet Formas; Universidade Federal do ABC; Universidade Federal do Rio Grande do Sul; Fundação Getulio Vargas","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Alessandra De Sant’Anna","is_ca":false},{"name":"Carolline Amaral da Silva","is_ca":false},{"name":"Gabriel Silva Fernandes","is_ca":false},{"name":"Hilder Alberca Velasco","is_ca":false},{"name":"Letícia Lopes Brito","is_ca":false},{"name":"Luísa Acauan Lorentz","is_ca":false},{"name":"Patricia Fernanda De Sousa Cruz","is_ca":true},{"name":"Rodrigo Quintella Messina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05380070803754988,"gpt":0.3060659924678271,"spread":0.2522652844302772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152361,0.0004149658,0.0002974042,0.001152933,0.006624938,0.007105556,0.001137618,0.0009145854,0.03471272],"category_scores_gemma":[0.001985606,0.0002142566,0.000368783,0.003406879,0.007378845,0.00294798,0.003400278,0.001815823,0.002785633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007368064,"about_ca_system_score_gemma":0.005683689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05226532,"about_ca_topic_score_gemma":0.0964984,"domain_scores_codex":[0.9980021,0.0005802031,0.00008620117,0.0004487288,0.0004944026,0.0003881971],"domain_scores_gemma":[0.9989568,0.0001931049,0.0001246258,0.0002784786,0.0002351334,0.0002116754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004445497,0.00004866163,0.004353541,0.0002297181,0.00001763095,0.0008354189,0.06555921,0.0002877687,0.000935353,0.8150271,0.01766137,0.09499992],"study_design_scores_gemma":[0.000006337325,0.00002756875,0.004215142,0.0001737279,0.000009509287,0.0003812251,0.02736048,0.00009079093,0.0002845149,0.01677915,0.9506593,0.00001230265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05928278,0.0031986,0.003052327,0.004870061,0.0005144858,0.0000513727,0.0001751851,0.00006758187,0.9287876],"genre_scores_gemma":[0.5935481,0.003924197,0.002215547,0.0008410598,0.0001787685,0.00006085914,0.0002385399,0.00006870748,0.3989241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05226532,"threshold_uncertainty_score":0.1161256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387064816","doi":"10.15210/pixo.v7i25.6682","title":"NA PELE VOU LEVAR MINHA CIDADE","year":2023,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"History, Culture, and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petrel Robertson Consulting (Canada)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Lisa Robertson","is_ca":true},{"name":"Yasmin Zandomenico","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07323012006849346,"gpt":0.3662891890149478,"spread":0.2930590689464543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003692745,0.0004403285,0.0005387212,0.001995793,0.01184371,0.009473288,0.0011176,0.00200226,0.0378417],"category_scores_gemma":[0.004784323,0.0002798756,0.0004037771,0.003195518,0.003519627,0.003208314,0.006571352,0.004529846,0.003766719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008585883,"about_ca_system_score_gemma":0.01193065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04172648,"about_ca_topic_score_gemma":0.08262541,"domain_scores_codex":[0.9972307,0.0008117604,0.00009174608,0.000359563,0.0005563972,0.0009498373],"domain_scores_gemma":[0.9979143,0.0002822441,0.0001960559,0.0001676315,0.0007218291,0.0007179262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003510047,0.0001990913,0.0333058,0.0008496039,0.00007550968,0.001415217,0.05367054,0.0003059362,0.002815124,0.4261118,0.1931041,0.2877962],"study_design_scores_gemma":[0.000006387212,0.00005864425,0.0107612,0.0001874997,0.000008942125,0.0002460642,0.01827196,0.00003131914,0.0003561161,0.003625066,0.9664287,0.00001816274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1459938,0.02772751,0.004159354,0.1659869,0.01582729,0.0001513654,0.0009676227,0.0004905076,0.6386957],"genre_scores_gemma":[0.6202544,0.01029067,0.004180616,0.01718024,0.001902554,0.0001268019,0.0004651947,0.0002100307,0.3453895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04172648,"threshold_uncertainty_score":0.1265931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387047430","doi":"10.15210/pixo.v7i25.5755","title":"O CORPO E A CENA","year":2023,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"Gabriel Silva Fernandes","is_ca":false},{"name":"Andressa Mueller","is_ca":false},{"name":"Paulo Reyes","is_ca":true},{"name":"Daniele Caron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07237584044621369,"gpt":0.3314402215696537,"spread":0.25906438112344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757195,0.0006753236,0.0003959123,0.001460394,0.01022659,0.0132129,0.001125017,0.002088925,0.01658548],"category_scores_gemma":[0.003108017,0.0002657991,0.0003869512,0.002402827,0.02302697,0.007010607,0.008991953,0.003459749,0.001737975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008122142,"about_ca_system_score_gemma":0.005333184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184056,"about_ca_topic_score_gemma":0.03875798,"domain_scores_codex":[0.9979399,0.001019231,0.00003996853,0.0003293702,0.0003242703,0.0003472406],"domain_scores_gemma":[0.9987519,0.0004228059,0.0001332999,0.0002206233,0.0002205531,0.0002508382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003356153,0.000006783273,0.0008952722,0.00009624683,0.000003496122,0.000303666,0.04777217,0.0001961904,0.0002926177,0.9274436,0.009651988,0.01330432],"study_design_scores_gemma":[0.000005055389,0.00002288911,0.001632924,0.0002315813,0.000008507609,0.0003388514,0.06224721,0.0001850399,0.0003054505,0.05788999,0.8771114,0.00002103979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06630524,0.01060342,0.01665864,0.03211146,0.001945957,0.00006615259,0.0002428588,0.0002422125,0.871824],"genre_scores_gemma":[0.8574262,0.004863659,0.003632758,0.001913888,0.0003481738,0.00006128835,0.0001339892,0.0001431991,0.1314768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02184056,"threshold_uncertainty_score":0.05893058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080951141","doi":"10.15210/pixo.v4i13.19438","title":"ANÁLISE SOCIOESPACIAL DA INFRAESTRUTURA DO ENTORNO RESIDENCIAL DO IDOSO EM FLORIANÓPOLIS","year":2020,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Geography; Art","authors":[{"name":"Vanessa Casarin","is_ca":true},{"name":"Fernanda Faccio Demarco","is_ca":true},{"name":"Fernanda Guasselli","is_ca":true},{"name":"German Gregório Monterrosa Ayala Filho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03394963563169424,"gpt":0.2754165821939519,"spread":0.2414669465622577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009047902,0.0004168496,0.0004516801,0.004606497,0.001121754,0.001663254,0.0005820928,0.0003842954,0.004244139],"category_scores_gemma":[0.001958212,0.0002306723,0.0006498159,0.006571931,0.0007567191,0.0006030701,0.001550562,0.0004266967,0.0006361885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796849,"about_ca_system_score_gemma":0.001974048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1439803,"about_ca_topic_score_gemma":0.2897134,"domain_scores_codex":[0.9992886,0.0001384425,0.00006336084,0.0001840563,0.0001730527,0.0001523955],"domain_scores_gemma":[0.9984841,0.0003783745,0.0004102409,0.0001265561,0.0004477699,0.0001529957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008038445,0.00001538004,0.9646477,0.0003785645,0.0001476438,0.0004204512,0.01015011,0.0002055563,0.001348671,0.0006901896,0.0009965342,0.0209188],"study_design_scores_gemma":[0.000001135326,0.00002649597,0.9847584,0.0001035073,0.00004722533,0.0002222582,0.008980806,0.0001224181,0.0002943426,0.0001571692,0.005277653,0.000008709464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808921,0.001660322,0.001402213,0.0003147739,0.00001670371,0.00006199791,0.00761782,0.00005362699,0.007980511],"genre_scores_gemma":[0.9907202,0.001009306,0.001906821,0.00006133355,0.000009134633,0.00008568147,0.002321651,0.00002018706,0.00386576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1439803,"threshold_uncertainty_score":0.2862845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309686620","doi":"10.15210/pixo.v6i23.4003","title":"“SE O CEMITÉRIO NÃO EXISTISSE, TUDO SERIA O BAIRRO”","year":2022,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Luiza Signori","is_ca":true},{"name":"Maurício Rossini dos Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07035494026560865,"gpt":0.3251317984166732,"spread":0.2547768581510645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004433651,0.000594881,0.0004992704,0.001793156,0.01073222,0.012935,0.001553159,0.003070921,0.01115585],"category_scores_gemma":[0.005410717,0.0002626116,0.000435939,0.002397916,0.02927912,0.009999985,0.00789375,0.004042982,0.001788481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006579909,"about_ca_system_score_gemma":0.007165614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464899,"about_ca_topic_score_gemma":0.03389592,"domain_scores_codex":[0.9966621,0.001716109,0.00009480639,0.0005191789,0.0005637752,0.0004440862],"domain_scores_gemma":[0.9972615,0.001060756,0.0002908093,0.0004254322,0.0006147507,0.0003467779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002853045,0.00001427654,0.003050633,0.0001492567,0.000009600479,0.0002515117,0.08659624,0.00007740595,0.0003048186,0.8715504,0.01758938,0.020378],"study_design_scores_gemma":[0.00000665048,0.00003250591,0.003849414,0.0005446636,0.00001783264,0.0004892354,0.1150228,0.0001923735,0.0004724368,0.08741563,0.7919201,0.00003628995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08542777,0.02252193,0.01998153,0.1439197,0.003567932,0.0001102105,0.0002433038,0.0001578098,0.7240698],"genre_scores_gemma":[0.8393017,0.01203738,0.006973347,0.01174777,0.001078199,0.0001175113,0.0001901647,0.0001526443,0.1284013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01464899,"threshold_uncertainty_score":0.04774076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308014686","doi":"10.15210/pixo.v6i20.20889","title":"BACURAU","year":2022,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Philosophy; Humanities; Sociology","authors":[{"name":"Paulo Reys","is_ca":true},{"name":"Luana Pavan Detoni","is_ca":false},{"name":"Lucas Boeira Bittencourt","is_ca":false},{"name":"Gabriel Silva Lopes Fernandes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04933338424696734,"gpt":0.3082929035719028,"spread":0.2589595193249354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000765491,0.0008414148,0.0003892693,0.001402405,0.005571296,0.006996325,0.0009894638,0.002089095,0.1547575],"category_scores_gemma":[0.002803936,0.0002938431,0.0004209988,0.001244399,0.002422735,0.004231688,0.004103794,0.003289033,0.03438955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198517,"about_ca_system_score_gemma":0.001837454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009590302,"about_ca_topic_score_gemma":0.01968287,"domain_scores_codex":[0.9989448,0.0002826266,0.00004074971,0.0002178876,0.0003264844,0.0001873757],"domain_scores_gemma":[0.9992405,0.0001549837,0.00006026561,0.0000948452,0.0002529572,0.000196347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001912874,0.00006692955,0.001493078,0.0004613319,0.00001375733,0.0009108075,0.01804635,0.0001486224,0.00237863,0.4061927,0.4329774,0.1371191],"study_design_scores_gemma":[0.000003120784,0.00001232888,0.0004836981,0.00009637497,0.000002628449,0.000157743,0.001815472,0.00004166823,0.0002261685,0.002690773,0.994463,0.000007055103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007572371,0.004401461,0.001664056,0.01030107,0.006441538,0.00008434769,0.0004934442,0.0002356691,0.9688061],"genre_scores_gemma":[0.06966493,0.004016908,0.002345521,0.003507216,0.0008264462,0.0001237913,0.0004712551,0.0002762812,0.9187677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1547575,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387064838","doi":"10.15210/pixo.v7i25.5866","title":"ALTERNATIVA PARA CAPACITAÇÃO EM MÉTODOS PARTICIPATIVOS EM TEMPOS DE ENSINO REMOTO","year":2023,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Monsanto (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"Nirce Saffer Medvedovski","is_ca":false},{"name":"Adriane Borda Almeida da Silva","is_ca":true},{"name":"Andressa Viviane Dumke Noviski","is_ca":false},{"name":"Giovana Roman","is_ca":false},{"name":"Cláudia Andriele De Costa Freitas","is_ca":false},{"name":"Vinícius Thelheimer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1298112954822785,"gpt":0.3987698956130264,"spread":0.2689586001307479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008924646,0.0008576351,0.0005880363,0.001659677,0.002677009,0.01025394,0.002152572,0.001932955,0.01648989],"category_scores_gemma":[0.03521285,0.0006126384,0.0007285053,0.001815006,0.002046078,0.00580555,0.006158552,0.001903239,0.003838689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393435,"about_ca_system_score_gemma":0.003870764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004297939,"about_ca_topic_score_gemma":0.005350397,"domain_scores_codex":[0.9903176,0.004584877,0.0004785052,0.001723601,0.002036144,0.0008593674],"domain_scores_gemma":[0.9786145,0.01058136,0.001878904,0.003016812,0.003744155,0.002164216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001736123,0.001225522,0.1026907,0.002731188,0.0002569967,0.000856004,0.1483941,0.01074259,0.03042079,0.06932734,0.01412725,0.6174914],"study_design_scores_gemma":[0.0003901818,0.002844122,0.1519083,0.002079798,0.0005744454,0.001453626,0.2031914,0.05525395,0.01836413,0.1165253,0.4468594,0.0005553254],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6713607,0.002165147,0.1615095,0.009344857,0.0005846097,0.001170235,0.0008020125,0.002556038,0.1505068],"genre_scores_gemma":[0.948887,0.0004683209,0.03698106,0.0003662514,0.00007773321,0.0005551807,0.0002240958,0.0002395011,0.01220095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648989,"threshold_uncertainty_score":0.05516422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308079895","doi":"10.15210/pixo.v6i22.2992","title":"TERRITÓRIOS DE PELOTAS","year":2022,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Humanities; Art","authors":[{"name":"Martha Rodrigues Ferreira","is_ca":false},{"name":"Marceli Teixeira dos Santos","is_ca":true},{"name":"Louise Prado Alfonso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02767834618574362,"gpt":0.3000941830954135,"spread":0.2724158369096699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007008187,0.0004606353,0.0003589237,0.002180667,0.006023131,0.002658434,0.0005496601,0.0004154282,0.03269251],"category_scores_gemma":[0.001389532,0.0003397373,0.0002025373,0.005847767,0.001983414,0.001153715,0.0030894,0.0005995896,0.001443755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708299,"about_ca_system_score_gemma":0.002528011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1473275,"about_ca_topic_score_gemma":0.3833593,"domain_scores_codex":[0.9993978,0.0001517104,0.00002815373,0.0001221844,0.0001234643,0.0001767587],"domain_scores_gemma":[0.9993788,0.0001078345,0.0001093894,0.00008898869,0.0001556421,0.0001593714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000320657,0.0001148058,0.2591094,0.001595052,0.00006753308,0.003055927,0.371474,0.0002343814,0.00877591,0.05034521,0.02695531,0.2779518],"study_design_scores_gemma":[0.000008745158,0.00008175521,0.331788,0.0003843342,0.00003058251,0.0008168902,0.1835527,0.0001095294,0.0005291732,0.00121314,0.4814473,0.00003772912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8157448,0.003785466,0.001549427,0.001628286,0.0001478182,0.0002603064,0.002347958,0.000156936,0.1743791],"genre_scores_gemma":[0.9515053,0.001947808,0.001630549,0.000233959,0.00002278396,0.0001262045,0.0007789301,0.00004578111,0.04370869],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1473275,"threshold_uncertainty_score":0.29294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308426404","doi":"10.15210/pixo.v6i22.2582","title":"INFLEXÕES AMBIENTAIS ATÍPICAS EVIDENCIADAS PELA PANDEMIA COVID-19","year":2022,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Medicine; Geography; Art; Internal medicine","authors":[{"name":"James Miyamoto","is_ca":true},{"name":"Patricia Drach","is_ca":false},{"name":"José Ripper Kós","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07029525678379094,"gpt":0.3588008431329606,"spread":0.2885055863491696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001641122,0.0004438241,0.0004623737,0.001167498,0.002572056,0.003059005,0.0005826353,0.001318659,0.004825987],"category_scores_gemma":[0.003791467,0.0003205964,0.0004802327,0.001246786,0.003360778,0.001408174,0.003659911,0.001791224,0.0004131322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002434117,"about_ca_system_score_gemma":0.001943801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04308387,"about_ca_topic_score_gemma":0.0744628,"domain_scores_codex":[0.9980026,0.0007412526,0.00009487742,0.0003906888,0.0003273529,0.0004432395],"domain_scores_gemma":[0.9982273,0.0003044321,0.0006498342,0.0001106385,0.0004092711,0.0002985754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001530529,0.00037322,0.7900779,0.001408677,0.000481814,0.005889026,0.06062955,0.0006738467,0.01388684,0.01617618,0.01387964,0.09499283],"study_design_scores_gemma":[0.00001287854,0.0005261555,0.8803766,0.0006782354,0.0001866176,0.001987374,0.05687055,0.0004038905,0.002135852,0.0065461,0.05015284,0.0001228874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594879,0.005457825,0.001234308,0.007689211,0.0002719745,0.00006365409,0.00117878,0.00005785532,0.02455852],"genre_scores_gemma":[0.9935814,0.002770342,0.0005693531,0.0006820209,0.0000937048,0.00004516233,0.0003408685,0.0000086982,0.001908447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04308387,"threshold_uncertainty_score":0.08566618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309573274","doi":"10.15210/pixo.v6i23.4004","title":"DISTRIBUIÇÃO SOCIOESPACIAL DE PRAÇAS URBANAS E OCORRÊNCIAS CRIMINAIS EM ESPAÇOS PÚBLICOS","year":2022,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"Myllena Siqueira Santos","is_ca":false},{"name":"Larissa Letícia Andara Ramos","is_ca":true},{"name":"Luciana Aparecida Netto de Jesus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06809231683853766,"gpt":0.3490791498427107,"spread":0.280986833004173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009067541,0.0001724285,0.0002220546,0.004182355,0.00125401,0.002546207,0.0005659963,0.0003755173,0.007995525],"category_scores_gemma":[0.004018007,0.0002160598,0.0003060898,0.007430848,0.001323716,0.001294605,0.002707477,0.0003575918,0.0007282867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109717,"about_ca_system_score_gemma":0.001430575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04093373,"about_ca_topic_score_gemma":0.07203919,"domain_scores_codex":[0.9988729,0.0003338603,0.00008188194,0.0001562937,0.0003109665,0.000243972],"domain_scores_gemma":[0.9963497,0.001041852,0.0009957107,0.0003010624,0.0009482762,0.0003633397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001298404,0.00004032454,0.9147568,0.000174139,0.00006098813,0.0003102782,0.0427201,0.0002512839,0.001165221,0.004291252,0.001215824,0.03488398],"study_design_scores_gemma":[0.000001672361,0.00003427731,0.9415728,0.00004206004,0.00001269874,0.0002181249,0.05260149,0.0001858323,0.0001211829,0.0004386079,0.004761396,0.000009807061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863708,0.0002775763,0.0005496101,0.0003188887,0.000004832382,0.00003337369,0.001182323,0.00002329346,0.01123934],"genre_scores_gemma":[0.9968453,0.0002767982,0.0004780505,0.00001804502,0.000004243338,0.00003325405,0.00045958,0.000006872618,0.001877791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04093373,"threshold_uncertainty_score":0.08139092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386949373","doi":"10.15210/pixo.v7i24.5853","title":"ARQUITETURA HOSTIL E APOROFOBIA","year":2023,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"Economic and Social Research Council","keywords":"Computer science","authors":[{"name":"P. Lancellotti","is_ca":false},{"name":"Amanda Ferreira Garcia","is_ca":false},{"name":"Eduardo Rocha","is_ca":true},{"name":"Adriana Portella","is_ca":false},{"name":"Vanessa Forneck","is_ca":false},{"name":"Luciele Dos Santos Oliveira","is_ca":false},{"name":"Nátalin Pucinelli Lourenço","is_ca":true},{"name":"Giovanni Nachtigall Maurício","is_ca":false},{"name":"Carlos Krebs","is_ca":false},{"name":"Giulia Vianna dos Santos","is_ca":false},{"name":"Lígia Maria Ávila Chiarelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06315711238631437,"gpt":0.3311174704635762,"spread":0.2679603580772618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002428252,0.0004479961,0.0003736927,0.00138781,0.01198652,0.007472768,0.0007829178,0.001555657,0.0389111],"category_scores_gemma":[0.004172275,0.0002652052,0.0003743443,0.001469115,0.009948223,0.002604456,0.01055839,0.002337993,0.003025068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006202676,"about_ca_system_score_gemma":0.008223045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02141933,"about_ca_topic_score_gemma":0.04437511,"domain_scores_codex":[0.9962268,0.001728725,0.00009466074,0.0003446684,0.0005928972,0.00101235],"domain_scores_gemma":[0.997407,0.0006531333,0.000418723,0.0002119772,0.0004972407,0.0008118497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001840862,0.0002829561,0.02722515,0.0004817229,0.00002414039,0.002279385,0.4435363,0.000160583,0.002639693,0.3060948,0.05765689,0.1594345],"study_design_scores_gemma":[0.00001600073,0.00009431564,0.0219004,0.0003226445,0.00000933342,0.000841718,0.216427,0.0001086441,0.0003985899,0.01218809,0.7476603,0.00003292584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2960074,0.006206554,0.005002587,0.04145187,0.001030213,0.0002211729,0.0003131882,0.0002158361,0.6495512],"genre_scores_gemma":[0.8294131,0.002147485,0.001207213,0.003378877,0.0001865572,0.0001113488,0.0001021404,0.00005923535,0.163394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0389111,"threshold_uncertainty_score":0.1301706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387092716","doi":"10.15210/pixo.v7i26.6914","title":"GLOSSÁRIO DA COLLAGE","year":2023,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Gloss (optics); Art; Humanities; Materials science","authors":[{"name":"Gladys Neves da Silva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07709217224093748,"gpt":0.2998969817676326,"spread":0.2228048095266951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00184698,0.001121109,0.0005369521,0.004002473,0.004952784,0.007560568,0.001166276,0.001959185,0.04135143],"category_scores_gemma":[0.00755952,0.0004681806,0.0005775559,0.004328718,0.006010725,0.01009843,0.004752535,0.003914476,0.0123771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00422108,"about_ca_system_score_gemma":0.003558745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391717,"about_ca_topic_score_gemma":0.01919341,"domain_scores_codex":[0.9971111,0.00109707,0.0002912997,0.0004330389,0.0008896556,0.000177773],"domain_scores_gemma":[0.9970539,0.001000939,0.0002826733,0.0004918198,0.0009973709,0.000173409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008629115,0.00001790474,0.0006918303,0.00118172,0.000012707,0.0005094177,0.03989928,0.0001557369,0.002999357,0.5455052,0.3429539,0.06598665],"study_design_scores_gemma":[0.000001683988,0.000006671361,0.0004038891,0.0003949735,0.000003524527,0.0001797889,0.00346666,0.00004570367,0.000181074,0.005221803,0.9900836,0.00001065617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01173826,0.0283283,0.02798182,0.02903386,0.01056173,0.0003343618,0.003950044,0.0006497173,0.8874218],"genre_scores_gemma":[0.2684855,0.04864049,0.03859638,0.01501621,0.009014327,0.0008423305,0.009481027,0.003581559,0.6063421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04135143,"threshold_uncertainty_score":0.1383343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}