{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"23c5b7d292aa","filters":{"venue":"Anais Congresso Brasileiro de Energia Solar"}},"results":[{"id":"W4389126707","doi":"10.59627/cbens.2014.2180","title":"COMPREENSÃO DE MUDANÇAS CLIMÁTICAS REGIONAIS ATRAVÉS DA APLICAÇÃO DE TRÊS MÉTODOS ESTATÍSTICOS","year":2014,"lang":"pt","type":"article","venue":"Anais Congresso Brasileiro de Energia Solar","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Snow; Cluster (spacecraft); Climate change; Trend analysis; Climatology; Statistical analysis; Geography; Environmental science; Physical geography; Meteorology; Statistics; Mathematics; Geology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01623775518817274,"gpt":0.2471886616610791,"spread":0.2309509064729064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001362877,0.001130417,0.001030069,0.0001903578,0.001461914,0.000334943,0.0014479,0.0007136558,0.002185521],"category_scores_gemma":[0.0003167535,0.00120272,0.0007017886,0.0006468502,0.002305494,0.0005182136,0.0009833012,0.001003433,0.00110877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007602683,"about_ca_system_score_gemma":0.00006709359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005237196,"about_ca_topic_score_gemma":0.001243558,"domain_scores_codex":[0.9926892,0.0009600641,0.0009262383,0.001619604,0.00100307,0.002801803],"domain_scores_gemma":[0.9959415,0.0007709112,0.000470254,0.001430195,0.00003109812,0.001356061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001430001,0.0006863663,0.9451247,0.0001159016,0.0003619043,0.0002235643,0.002379389,0.005520377,0.006799958,0.0007373929,0.01265036,0.02525707],"study_design_scores_gemma":[0.00175687,0.0005554762,0.9401855,0.000199604,0.00051863,0.0001417455,0.001431339,0.0233626,0.004078097,0.0009656235,0.02532888,0.001475628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752107,0.001736605,0.01550596,0.001378658,0.0005133857,0.0005756484,0.0001653199,0.0002301772,0.00468356],"genre_scores_gemma":[0.9896261,0.002940433,0.002297317,0.003385324,0.0002653521,0.0001337486,0.00006347115,0.0001609955,0.001127278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378144,"threshold_uncertainty_score":0.9998381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137894552","doi":"10.59627/cbens.2020.845","title":"AVALIAÇÃO DE MÉTODOS DE ESTIMAÇÃO DE PERDAS ASSOCIADAS AO MATERIAL DE FABRICAÇÃO E ESTRUTURA DE MÓDULOS FOTOVOLTAICOS","year":2020,"lang":"pt","type":"article","venue":"Anais Congresso Brasileiro de Energia Solar","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","authors":[{"name":"Wyara Maria Carlos Souza Pontes","is_ca":false},{"name":"Ligia Maria Carvalho Sousa Cordeiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03357493695523815,"gpt":0.2574819519070173,"spread":0.2239070149517791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001566052,0.001124732,0.00113775,0.00006724923,0.001821406,0.001396924,0.002371953,0.001252683,0.002268057],"category_scores_gemma":[0.001100449,0.000617051,0.0007720914,0.001285038,0.0006355761,0.0008143727,0.0006063863,0.001111157,0.0001910948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009830527,"about_ca_system_score_gemma":0.0006843742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008320801,"about_ca_topic_score_gemma":0.001536731,"domain_scores_codex":[0.9914678,0.001339659,0.0009767482,0.001545519,0.0009742723,0.003696038],"domain_scores_gemma":[0.9957319,0.0006323038,0.0006938439,0.0002927021,0.0002936594,0.00235556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002518601,0.0003525254,0.4408082,0.00009226258,0.0002431161,0.0006132319,0.004864453,0.0005248623,0.5122311,0.0003099527,0.03172719,0.007981242],"study_design_scores_gemma":[0.0009855205,0.001598363,0.8575009,0.0002290479,0.0004778252,0.0004143522,0.005689477,0.02513281,0.09862575,0.0008236975,0.006440271,0.002082064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871691,0.0007607442,0.0004568853,0.00904544,0.0006377868,0.0005574289,0.0004630429,0.0004152611,0.0004942914],"genre_scores_gemma":[0.9865091,0.0004873284,0.001807205,0.006364065,0.002440852,0.0001121703,0.0001890232,0.00002811827,0.002062161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4166926,"threshold_uncertainty_score":0.9996397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402681033","doi":"10.59627/cbens.2024.2390","title":"ANÁLISIS PRELIMINAR DE LA VARIABILIDAD DE CORTO PLAZO DEL RECURSO SOLAR EN ARGENTINA UTILIZANDO LOS DATOS DE LA RED SAVER-NET","year":2024,"lang":"es","type":"article","venue":"Anais Congresso Brasileiro de Energia Solar","topic":"Environmental Impact and Sustainability","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":"Dalhousie University","funders":"","keywords":"Humanities; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005882402025549787,"gpt":0.2742958673734384,"spread":0.2684134653478886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005223538,0.001081251,0.0008951906,0.0002554655,0.000716955,0.001189607,0.001402165,0.001431432,0.003188801],"category_scores_gemma":[0.001568298,0.001153702,0.0006050109,0.0007445274,0.002078632,0.001131307,0.0009979638,0.001646161,0.0001903187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357872,"about_ca_system_score_gemma":0.0006053884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603531,"about_ca_topic_score_gemma":0.0001223802,"domain_scores_codex":[0.9900398,0.003881517,0.0009656932,0.001709217,0.0009169891,0.002486808],"domain_scores_gemma":[0.9945464,0.00235411,0.0002940517,0.00149267,0.00003061595,0.001282188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003647356,0.0009825334,0.9234528,0.0006209386,0.0004035374,0.002082446,0.004192544,0.00381708,0.04393036,0.001030383,0.01188102,0.007241625],"study_design_scores_gemma":[0.001275076,0.0004117182,0.8747923,0.0004827555,0.0007218028,0.0005026489,0.001320486,0.03356699,0.03777575,0.002241055,0.04559631,0.001313137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858252,0.003076666,0.00276485,0.0003168481,0.0003605306,0.0007998589,0.0005160223,0.0003093555,0.006030667],"genre_scores_gemma":[0.9892064,0.004978185,0.003126698,0.0005637714,0.000282836,0.0001454093,0.0001326977,0.0002363899,0.001327632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04866053,"threshold_uncertainty_score":0.9998649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402681181","doi":"10.59627/cbens.2024.2445","title":"PERSPECTIVAS DE PRODUTIVIDADE FV MÉDIA DIÁRIA NO BRASIL EM CENÁRIOS DE MUDANÇAS CLIMÁTICAS DO MODELO MOHC- HADGEM2-ES","year":2024,"lang":"pt","type":"article","venue":"Anais Congresso Brasileiro de Energia Solar","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physics; Environmental science; Humanities; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02335247044435043,"gpt":0.2613293860570477,"spread":0.2379769156126973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003203041,0.001383106,0.001849853,0.00116542,0.000819559,0.002177337,0.001670434,0.001358645,0.0035135],"category_scores_gemma":[0.001324655,0.00174051,0.001180593,0.0009236881,0.0005658071,0.001445854,0.000523061,0.001875391,0.004231914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898034,"about_ca_system_score_gemma":0.0009030844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845368,"about_ca_topic_score_gemma":0.0008342999,"domain_scores_codex":[0.9917594,0.0005141879,0.001973058,0.002583855,0.0001387239,0.003030775],"domain_scores_gemma":[0.9949365,0.001045864,0.000734625,0.001956826,0.0001662049,0.001159995],"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":[0.0003234594,0.0006104792,0.2159992,0.0008789026,0.001866174,0.0006012137,0.02242051,0.004389643,0.0005769269,0.7099532,0.03910923,0.00327099],"study_design_scores_gemma":[0.005667207,0.001207313,0.1536486,0.002257976,0.001170144,0.0006546255,0.007562464,0.3057919,0.008353707,0.1578163,0.3473764,0.008493344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305479,0.0366766,0.002737619,0.001569253,0.003680413,0.0007354196,0.0018484,0.0005010004,0.02170343],"genre_scores_gemma":[0.9704963,0.007677785,0.0007395529,0.001881814,0.003049566,0.0001824454,0.00009183249,0.0004422942,0.01543839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552137,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389127631","doi":"10.59627/cbens.2010.1496","title":"ENHANCED PART LOAD OPERATION OF DIESEL HYBRID MINI-GRIDS WITH HIGH PENETRATION OF PHOTOVOLTAICS","year":2010,"lang":"en","type":"article","venue":"Anais Congresso Brasileiro de Energia Solar","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Dispatchable generation; Microgrid; Voltage droop; Renewable energy; Photovoltaic system; Automotive engineering; Diesel fuel; Photovoltaics; Wind power; Grid; Electrical engineering; Environmental science; Energy storage; Computer science; Power (physics); Distributed generation; Engineering; Voltage; Voltage source; Physics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.003669805505539218,"gpt":0.1835751052438205,"spread":0.1799052997382812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001930312,0.0002165986,0.0003226454,0.00009317468,0.00006213078,0.00003896048,0.000180195,0.0001333709,0.0001651307],"category_scores_gemma":[0.0000594614,0.0002027376,0.00006371711,0.0001638882,0.00009864126,0.0002992953,0.000018764,0.0001991746,0.00000395076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003545782,"about_ca_system_score_gemma":0.0000964674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002281193,"about_ca_topic_score_gemma":0.0009755723,"domain_scores_codex":[0.9988231,0.00003314734,0.0004052653,0.0002159374,0.0002587887,0.0002637785],"domain_scores_gemma":[0.9990773,0.00005903393,0.0001432349,0.0003373207,0.0003008418,0.00008229272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007240142,0.00005329057,0.00543312,0.00007946027,0.0001001133,0.00000435623,0.0002315448,0.1073552,0.88341,0.000265653,0.0005076818,0.002487174],"study_design_scores_gemma":[0.0009260957,0.0001231498,0.01298381,0.00004676601,0.00005924304,0.000005969376,0.00002942677,0.08659944,0.898415,0.00002239646,0.0005594521,0.0002292136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811888,0.0003129983,0.01724999,0.00001316714,0.0004425202,0.0001939027,0.00004991734,0.00009603066,0.0004526145],"genre_scores_gemma":[0.9960154,0.0004320662,0.00311469,0.00002885455,0.000145085,0.00003813737,0.0001190238,0.00004247405,0.00006421444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02075573,"threshold_uncertainty_score":0.8267398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}