{"meta":{"query_hash":"99e0915ba62b","filters":{"venue":"Amplla Editora eBooks"},"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/99e0915ba62b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Amplla+Editora+eBooks"},"results":[{"id":"W4323056823","doi":"10.51859/amplla.mpc119.1123-5","title":"VANCOUVER OU ABNT? - NORMALIZAÇÃO DE TRABALHOS ACADÊMICOS SEGUNDO A ABNT E VANCOUVER","year":2022,"lang":"pt","type":"book-chapter","venue":"Amplla Editora eBooks","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"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":"Materials science","score_opus":0.06532511827918117,"score_gpt":0.31005284730611155,"score_spread":0.24472772902693038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323056823","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":[0.00022784036,0.0017079508,0.014296344,0.0006912632,0.23163378,0.0033460653,0.0009871733,0.0005989203,0.7465107],"genre_scores_gemma":[0.0749187,0.0011810282,0.00058773113,0.0039707036,0.019277327,0.0007077484,0.000062563726,0.0005347656,0.8987594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858139,0.00031464876,0.0027778572,0.00307932,0.005794842,0.0022193969],"domain_scores_gemma":[0.99168694,0.001549712,0.0022080978,0.0027760745,0.0010550637,0.0007241202],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0032000754,0.002174,0.0025728582,0.0013732322,0.0025208688,0.000828323,0.0036115886,0.0011216882,0.01706288],"category_scores_gemma":[0.0004730269,0.0019747699,0.0014694312,0.00035307722,0.0010077498,0.0007848431,0.0040152166,0.0022388783,0.0012075044],"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":[0.00030307198,0.00015662762,0.00013329483,0.00019121676,0.00087020936,0.00059007644,0.0022659253,0.00015634818,0.00002594691,0.024101242,0.85284394,0.11836213],"study_design_scores_gemma":[0.0017452706,0.0003600892,0.00007993823,0.00028062562,0.0006991634,0.000017101198,0.0026264791,0.00045496097,0.000034857676,0.01486409,0.9766854,0.002152007],"about_ca_topic_score_codex":0.0012181004,"about_ca_topic_score_gemma":0.003037752,"teacher_disagreement_score":0.21235646,"about_ca_system_score_codex":0.0008248818,"about_ca_system_score_gemma":0.0007377316,"threshold_uncertainty_score":0.9995702},"labels":[],"label_agreement":null},{"id":"W4323056824","doi":"10.51859/amplla.mpc119.1123-0","title":"Metodologia da pesquisa científica: dos conceitos teóricos à construção do projeto de pesquisa","year":2022,"lang":"pt","type":"book","venue":"Amplla Editora eBooks","topic":"Education and Public Policy","field":"Social Sciences","cited_by":11,"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":"Humanities; Philosophy; Art","score_opus":0.07667953898124477,"score_gpt":0.36627928884131034,"score_spread":0.28959974986006554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323056824","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":[0.004726314,0.0005349645,0.000055974066,0.0038688048,0.09954957,0.0033981313,0.0010987362,0.000670588,0.8860969],"genre_scores_gemma":[0.0724235,0.00014930946,0.00027981368,0.0043609864,0.113502555,0.0014459118,0.0004782872,0.00025500875,0.80710465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872596,0.0028265095,0.0017644607,0.0021877305,0.0030860913,0.0028755644],"domain_scores_gemma":[0.99120414,0.0026585744,0.0018716363,0.0017430513,0.0008362585,0.0016863445],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0048979763,0.0014130628,0.0016775161,0.00090641197,0.0033393502,0.0014128003,0.0035745162,0.0018220877,0.028219476],"category_scores_gemma":[0.0022888929,0.0015026057,0.0008894011,0.00075297715,0.0036111365,0.00032000447,0.0010658542,0.0030961526,0.0016803257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005777283,0.0002396932,0.0007928797,0.00015217377,0.00030201016,0.00005594631,0.047670912,0.0000022471274,0.00007165018,0.10117564,0.8413362,0.008142856],"study_design_scores_gemma":[0.0008799268,0.0003409774,0.00013142798,0.00013687828,0.0002973613,0.000057976238,0.03695688,0.00000840648,0.000043671578,0.0032885703,0.9563079,0.0015500416],"about_ca_topic_score_codex":0.0034134055,"about_ca_topic_score_gemma":0.00043072822,"teacher_disagreement_score":0.11497167,"about_ca_system_score_codex":0.0032519,"about_ca_system_score_gemma":0.023313604,"threshold_uncertainty_score":0.99986196},"labels":[],"label_agreement":null},{"id":"W4386731719","doi":"10.51859/amplla.pat409.1123-0","title":"Protocolo para adequação da terapia nutricional enteral de idosos internados em unidade de terapia intensiva","year":2023,"lang":"pt","type":"book","venue":"Amplla Editora eBooks","topic":"Nutrition and Health in Aging","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":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Gynecology","score_opus":0.07163928384341443,"score_gpt":0.3700920644399068,"score_spread":0.29845278059649233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386731719","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06451157,0.0048664217,0.01957869,0.04277289,0.4498362,0.23875985,0.006771904,0.011747195,0.16115528],"genre_scores_gemma":[0.043497186,0.00024153499,0.0024810666,0.023873657,0.1813994,0.015632901,0.0015128924,0.0012219093,0.73013943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899343,0.0007134633,0.0026214533,0.0018676153,0.0018409946,0.0030221296],"domain_scores_gemma":[0.99305516,0.001083224,0.0012721117,0.00147311,0.0010573721,0.0020590127],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0015495326,0.0017560926,0.00231314,0.001674748,0.0006201361,0.000518197,0.0013120455,0.002016154,0.0013560295],"category_scores_gemma":[0.00048810395,0.0018227601,0.0009448945,0.00031049113,0.0006063979,0.00016655494,0.00065287517,0.0051248944,0.0021360093],"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":[0.00333123,0.00069681794,0.0059652138,0.008102193,0.0012171478,0.0038757357,0.011180511,0.0000028988156,0.0030777971,0.0025334458,0.94808066,0.011936342],"study_design_scores_gemma":[0.010813248,0.002158707,0.0021267722,0.022896193,0.0005406837,0.0009319451,0.0021759947,0.0008517329,0.0009168274,0.0043628174,0.9503188,0.0019062536],"about_ca_topic_score_codex":0.0002847332,"about_ca_topic_score_gemma":0.00008414891,"teacher_disagreement_score":0.56898415,"about_ca_system_score_codex":0.0034128723,"about_ca_system_score_gemma":0.0043941583,"threshold_uncertainty_score":0.99955684},"labels":[],"label_agreement":null}]}