{"meta":{"query_hash":"cf7b6c8af950","filters":{"venue":"Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia."},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/cf7b6c8af950","api":"https://metacan.xera.ac/api/v1/cohort?venue=Anais+do+Congresso+Brasileiro+Interdisciplinar+em+Ci%C3%AAncia+e+Tecnologia."},"results":[{"id":"W4386451757","doi":"10.29327/1298891.4-244","title":"DEPOSIÇÃO DE FILMES CERÂMICOS VIA HiPIMS EM LIGAS ZK60 E ZK60 COM ADIÇÃO DE MISHMETAL","year":2023,"lang":"pt","type":"article","venue":"Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia.","topic":"Pigment Synthesis and Properties","field":"Chemistry","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":"Polytechnique Montréal","funders":"","keywords":"Materials science","score_opus":0.029784943775391107,"score_gpt":0.2912884490684635,"score_spread":0.2615035052930724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386451757","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":[0.99668294,0.00048084522,0.00095631235,0.000024762543,0.000022606042,0.000012474567,0.000098038596,0.00006703196,0.0016549088],"genre_scores_gemma":[0.9963548,0.0003736257,0.0012577777,0.000012214526,0.0000044843714,0.000007550599,0.00005980434,0.000027217735,0.0019025466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998429,0.000007663278,0.000010785272,0.00003793166,0.00006459435,0.000036128284],"domain_scores_gemma":[0.99980634,0.00006073895,0.00005270568,0.000021947499,0.000041436208,0.000016785194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020294574,0.00018721797,0.00018748129,0.00025703266,0.0002613029,0.00039595002,0.00018696037,0.00027995408,0.0024308492],"category_scores_gemma":[0.00042832844,0.00022373699,0.00019291256,0.00019896464,0.00021028573,0.00027014257,0.00023937102,0.0003181645,0.0005306835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008522205,0.0000054281218,0.00026465987,0.00006144802,0.0000043847776,0.000057702626,0.00007855583,0.00008119607,0.9979996,0.00005503477,0.00003677034,0.0012699913],"study_design_scores_gemma":[0.000003991412,0.0001233107,0.001819343,0.000005091607,0.000010164803,0.000050395756,0.0000717433,0.00026756016,0.996887,0.000011601862,0.0007466733,0.0000030560059],"about_ca_topic_score_codex":0.0007376391,"about_ca_topic_score_gemma":0.0018305636,"teacher_disagreement_score":0.0024308492,"about_ca_system_score_codex":0.00021648213,"about_ca_system_score_gemma":0.00017342521,"threshold_uncertainty_score":0.0081320405},"labels":[],"label_agreement":null},{"id":"W4387082798","doi":"10.29327/1298891.4-301","title":"NAVIOS, TANQUES E AERONAVES DE GUERRA: ANÁLISE DA APLICAÇÃO DAS TECNOLOGIAS DA INDÚSTRIA 4.0","year":2023,"lang":"pt","type":"article","venue":"Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia.","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Materials science; Computer science; Physics; Humanities; Art","score_opus":0.11349854181607635,"score_gpt":0.4324817120159105,"score_spread":0.31898317019983413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387082798","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":[0.81519574,0.026618471,0.011198838,0.007505187,0.00033803695,0.00020655499,0.0019776258,0.0006533302,0.13630617],"genre_scores_gemma":[0.9538589,0.011852147,0.019361027,0.00022795043,0.000043221367,0.00007479557,0.0007623214,0.00015305956,0.013666602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971636,0.0006884694,0.00015032827,0.00031952045,0.0014463309,0.00023166419],"domain_scores_gemma":[0.99545974,0.0020197902,0.0006107235,0.0003349886,0.0013860647,0.00018880272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032017194,0.00050623406,0.00047978316,0.0047813896,0.0016235589,0.0036484026,0.00057352474,0.00087248185,0.0040191556],"category_scores_gemma":[0.016938288,0.0003074299,0.0007230558,0.004795201,0.0013993077,0.0019965265,0.0015032444,0.00071659015,0.00086643454],"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":[0.00039631475,0.000105255596,0.2044281,0.0025703406,0.00025182843,0.001185426,0.04828408,0.0037483897,0.014983424,0.06121323,0.0132218925,0.6496117],"study_design_scores_gemma":[0.000019016801,0.00014606498,0.5785035,0.0019886303,0.00027067625,0.00087562593,0.035746988,0.004250227,0.0071106697,0.01292438,0.3580529,0.00011126002],"about_ca_topic_score_codex":0.17730989,"about_ca_topic_score_gemma":0.21447912,"teacher_disagreement_score":0.17730989,"about_ca_system_score_codex":0.0026257208,"about_ca_system_score_gemma":0.0053510396,"threshold_uncertainty_score":0.35255563},"labels":[],"label_agreement":null},{"id":"W4388504410","doi":"10.29327/1298891.4-319","title":"ÁGUA É SAÚDE? EVIDÊNCIAS DE UM LOCAL DE EXTREMA VULNERABILIDADE NO DISTRITO FEDERAL","year":2023,"lang":"pt","type":"article","venue":"Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia.","topic":"Environmental Sustainability and Education","field":"Environmental Science","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":"Quest University Canada","funders":"","keywords":"Maxima and minima; Computer science; Geography; Political science; Mathematics","score_opus":0.01873208790570403,"score_gpt":0.2976973720328103,"score_spread":0.2789652841271063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388504410","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":[0.94744843,0.009037408,0.00041476323,0.020605996,0.00018861351,0.00004502656,0.0001708459,0.00000791386,0.022081025],"genre_scores_gemma":[0.99582136,0.0023442777,0.00015513152,0.0007540586,0.000028735332,0.00001947964,0.00003046409,0.0000024298854,0.00084419193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847573,0.0008411003,0.000043988075,0.00015800836,0.00016935423,0.00031170255],"domain_scores_gemma":[0.9949004,0.002626311,0.0007363979,0.00032535088,0.00083271234,0.00057880546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028126996,0.00024301633,0.00044584248,0.0015276653,0.0047962074,0.0029894246,0.0008480448,0.0013212198,0.004012587],"category_scores_gemma":[0.00936066,0.00027330418,0.0002999396,0.001577921,0.0055132937,0.001565141,0.0040115104,0.0016723322,0.00021927705],"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":[0.00057960075,0.0006321588,0.39038026,0.0020651636,0.00026707884,0.0015276695,0.3874122,0.00020976918,0.0014142558,0.047909766,0.009136086,0.15846606],"study_design_scores_gemma":[0.000027743125,0.0003401758,0.30383676,0.0031781965,0.0004657818,0.0005894956,0.6483596,0.00023739401,0.0006070463,0.008618131,0.033698093,0.000041622465],"about_ca_topic_score_codex":0.12754199,"about_ca_topic_score_gemma":0.2996673,"teacher_disagreement_score":0.12754199,"about_ca_system_score_codex":0.0036917094,"about_ca_system_score_gemma":0.0061458056,"threshold_uncertainty_score":0.25359923},"labels":[],"label_agreement":null},{"id":"W4389549169","doi":"10.29327/1298891.4-341","title":"PROTOTIPAGEM DE SINCRÂNIO DE ONÇA PARDA (Puma concolor) IMPRESSO EM MODELAGEM DE DEPOSIÇÃO FUNDIDA","year":2023,"lang":"pt","type":"article","venue":"Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia.","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological 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":"PROTO Manufacturing (Canada)","funders":"","keywords":"Puma; Physics; Chemistry","score_opus":0.03582101942541294,"score_gpt":0.29601387673662194,"score_spread":0.260192857311209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389549169","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35210556,0.000919736,0.5978716,0.00077890075,0.00029458478,0.00039635765,0.0015785659,0.006828633,0.03922605],"genre_scores_gemma":[0.79911125,0.000512416,0.18918933,0.00010455595,0.000022327325,0.00037863178,0.0012424078,0.0006313708,0.008807823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981004,0.00004647535,0.00001109169,0.000050245028,0.00005399421,0.000028130798],"domain_scores_gemma":[0.9993063,0.00043374446,0.000040487823,0.00008254947,0.000093130824,0.000043738877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048957916,0.00060937204,0.000630707,0.0004675582,0.0005436621,0.0012543424,0.0009926175,0.00099305,0.009631977],"category_scores_gemma":[0.0017067435,0.0003697528,0.001049602,0.00031946937,0.00044155418,0.0008225341,0.001061668,0.0008317417,0.00088365906],"study_design_candidate":"bench_or_experimental","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":[0.00040533146,0.00040225888,0.005071753,0.0010195757,0.0001255177,0.00058569835,0.0010952747,0.808782,0.07944053,0.015408288,0.004285122,0.08337874],"study_design_scores_gemma":[0.000028430191,0.000088847526,0.0005287647,0.000035173358,0.000042996937,0.000047909587,0.00017249286,0.9747884,0.010051632,0.0034439533,0.010747391,0.000023927818],"about_ca_topic_score_codex":0.00800184,"about_ca_topic_score_gemma":0.010681557,"teacher_disagreement_score":0.009631977,"about_ca_system_score_codex":0.0004879466,"about_ca_system_score_gemma":0.00069458474,"threshold_uncertainty_score":0.03222221},"labels":[],"label_agreement":null},{"id":"W4389633852","doi":"10.29327/1298891.4-350","title":"Estudo da poluição atmosférica em termos de metais no MP2,5 coletado em zona industrial de Joinville/SC","year":2023,"lang":"pt","type":"article","venue":"Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia.","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science","score_opus":0.042065632085060096,"score_gpt":0.3060558257739086,"score_spread":0.2639901936888485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389633852","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":[0.99310464,0.00051994796,0.00062992325,0.000066322544,0.00001352814,0.000019108507,0.00044943,0.000034488465,0.005162654],"genre_scores_gemma":[0.9965604,0.00019152585,0.0005998503,0.00001155604,0.0000070793476,0.000016955479,0.00013958993,0.0000108319955,0.0024621976],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999724,0.000019435704,0.0000060806415,0.000071483286,0.00014048946,0.00003852676],"domain_scores_gemma":[0.99965036,0.00008331801,0.000037271002,0.000021645232,0.00018592578,0.0000215313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050643244,0.0002347653,0.00027210012,0.001088514,0.0011849062,0.0011054745,0.00051871716,0.0006547462,0.0016834193],"category_scores_gemma":[0.0006498973,0.00018851091,0.0003320321,0.0011608967,0.00047336065,0.0005689407,0.00045188316,0.0005473903,0.00037852165],"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":[0.0022491314,0.0002041665,0.22104448,0.0004509944,0.0001598664,0.000641999,0.0047345217,0.0049812007,0.67995346,0.0012384205,0.001482893,0.08285886],"study_design_scores_gemma":[0.000042832948,0.00031821153,0.84583336,0.000036762118,0.00013007673,0.00016761001,0.0031753508,0.008598171,0.123028524,0.00041618125,0.018216208,0.000036814465],"about_ca_topic_score_codex":0.1213423,"about_ca_topic_score_gemma":0.13561253,"teacher_disagreement_score":0.1213423,"about_ca_system_score_codex":0.0021785041,"about_ca_system_score_gemma":0.00074905663,"threshold_uncertainty_score":0.24127203},"labels":[],"label_agreement":null},{"id":"W4390285297","doi":"10.29327/1298891.4-379","title":"PERFIL DOS PROFISSIONAIS DA ATENÇÃO BÁSICA DE OIAPOQUE: UBS PLANALTO","year":2023,"lang":"pt","type":"article","venue":"Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia.","topic":"Science and Education Research","field":"Social 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":"Nortel (Canada)","funders":"","keywords":"Computer science","score_opus":0.11226156361655083,"score_gpt":0.4333971450259044,"score_spread":0.32113558140935355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390285297","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":[0.9712225,0.0008116821,0.0008240417,0.002100604,0.00016474759,0.00039842678,0.0010141793,0.00010177546,0.023362018],"genre_scores_gemma":[0.9834066,0.00075027894,0.0010782237,0.00046877144,0.00006089605,0.0003095038,0.00055594294,0.000033562454,0.013336219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957496,0.0018407336,0.00033747987,0.0002923752,0.00073393155,0.0010458563],"domain_scores_gemma":[0.9790708,0.005782577,0.0024608024,0.00084245636,0.005993269,0.0058501293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006084952,0.0003336415,0.00040861688,0.0017658074,0.00206815,0.00279122,0.0005965431,0.000900771,0.010840198],"category_scores_gemma":[0.02764199,0.00030365324,0.00063809555,0.0011850038,0.0006770036,0.0018779455,0.0027620136,0.0010863174,0.0021268365],"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":[0.00089572667,0.0011477986,0.7315016,0.0006368931,0.00005985231,0.0008580888,0.07823374,0.00022728546,0.0014876315,0.001216829,0.009872045,0.17386244],"study_design_scores_gemma":[0.00004747041,0.0016227976,0.7890356,0.000477214,0.00006593952,0.00090501807,0.13189597,0.00056361675,0.0010931761,0.00083383074,0.073382616,0.000076644086],"about_ca_topic_score_codex":0.014833892,"about_ca_topic_score_gemma":0.023041498,"teacher_disagreement_score":0.014833892,"about_ca_system_score_codex":0.0018517836,"about_ca_system_score_gemma":0.003973998,"threshold_uncertainty_score":0.03626412},"labels":[],"label_agreement":null}]}