{"meta":{"query_hash":"0d7e0414b127","filters":{"venue":"Anais ... Congresso Internacional do Conhecimento e Inovação"},"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/0d7e0414b127","api":"https://metacan.xera.ac/api/v1/cohort?venue=Anais+...+Congresso+Internacional+do+Conhecimento+e+Inova%C3%A7%C3%A3o"},"results":[{"id":"W3100305158","doi":"10.48090/ciki.v1i1.967","title":"ACOPLAMENTO BIBLIOGRÁFICO NA LITERATURA INTERNACIONAL SOBRE INOVAÇÃO ABERTA NO DESENVOLVIMENTO DE SOFTWARE","year":2020,"lang":"en","type":"article","venue":"Anais ... Congresso Internacional do Conhecimento e Inovação","topic":"Open Source Software Innovations","field":"Computer 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":"Polytechnique Montréal","funders":"","keywords":"Profitability index; Theme (computing); Production (economics); Computer science; Software; Open source software; Code (set theory); Software development; Early adopter; Knowledge management; Business; World Wide Web; Library science; Marketing; Economics; Set (abstract data type)","score_opus":0.02197814373903615,"score_gpt":0.26539532014285094,"score_spread":0.2434171764038148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100305158","genre_codex":"review","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":[0.006528971,0.9291637,0.001886463,0.0067157354,0.0037599073,0.00005574069,0.0019382437,0.00016616801,0.049785092],"genre_scores_gemma":[0.03315733,0.9499686,0.0033317322,0.0016950489,0.0031698048,0.00011431279,0.0023157706,0.0000878026,0.006159783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99402785,0.0011774704,0.0010743487,0.0009597389,0.0025015676,0.00025908725],"domain_scores_gemma":[0.95766705,0.026900632,0.0042767758,0.0012747368,0.009309312,0.0005714647],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0039485693,0.0010018756,0.0015726943,0.068676755,0.00259782,0.009652095,0.0011517977,0.0018574081,0.016541088],"category_scores_gemma":[0.028178949,0.0005460258,0.0012522218,0.09242797,0.0026056478,0.0060641808,0.002626766,0.002215328,0.0030882997],"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":[0.00027536435,0.00013976409,0.008099586,0.08886626,0.0005787511,0.0007116384,0.006084819,0.00070671615,0.0024431506,0.047291167,0.1365304,0.7082725],"study_design_scores_gemma":[0.000012996467,0.00005304665,0.010906495,0.059366804,0.00083556236,0.00093581225,0.0031738651,0.00022927727,0.0008335797,0.0054825903,0.9181196,0.000050330196],"about_ca_topic_score_codex":0.010994194,"about_ca_topic_score_gemma":0.015567044,"teacher_disagreement_score":0.93132323,"about_ca_system_score_codex":0.0051050447,"about_ca_system_score_gemma":0.010555229,"threshold_uncertainty_score":0.055335462},"labels":[],"label_agreement":null},{"id":"W3103452638","doi":"10.48090/ciki.v1i1.913","title":"FRONT-END OF INNOVATION METRICS: RESEARCH QUESTION AND LITERATURE REVIEW","year":2020,"lang":"pt","type":"article","venue":"Anais ... Congresso Internacional do Conhecimento e Inovação","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; IGNIS Innovation (Canada)","funders":"","keywords":"Humanities; Business; Art","score_opus":0.19660521680750337,"score_gpt":0.44564564434449366,"score_spread":0.2490404275369903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103452638","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053335372,0.9694299,0.004088918,0.0077356156,0.0007246606,0.0003466363,0.0007195284,0.000035590343,0.011585676],"genre_scores_gemma":[0.11099519,0.8719261,0.0103946645,0.0023474945,0.0010089816,0.0008528491,0.00093983265,0.000046116016,0.0014887108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9798007,0.008841581,0.0029312528,0.0016512916,0.0061638686,0.00061135413],"domain_scores_gemma":[0.79973936,0.15154178,0.014033532,0.0025313783,0.030637037,0.0015169351],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.022963896,0.0011964126,0.0029616584,0.028828744,0.0012888482,0.010131985,0.0026733468,0.0029783882,0.008366022],"category_scores_gemma":[0.09389555,0.00090332504,0.0026382315,0.03268504,0.0023210337,0.012855127,0.0022302447,0.0019949216,0.0014430281],"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":[0.00023997616,0.0002281498,0.008640049,0.19788092,0.00095083873,0.0002683262,0.0024374328,0.0009778448,0.0003694866,0.0585462,0.020385342,0.70907545],"study_design_scores_gemma":[0.00013357984,0.00052912475,0.03181259,0.47918084,0.0036154217,0.0018880052,0.017376915,0.0034489648,0.0013774739,0.04046911,0.41992038,0.00024757965],"about_ca_topic_score_codex":0.0073500276,"about_ca_topic_score_gemma":0.009302579,"teacher_disagreement_score":0.9770361,"about_ca_system_score_codex":0.007961965,"about_ca_system_score_gemma":0.018913718,"threshold_uncertainty_score":0.12144613},"labels":[],"label_agreement":null},{"id":"W4320912363","doi":"10.48090/ciki.v1i1.1272","title":"EVALUACIÓN DE ESTRATEGIAS DE APRENDIZAJE CON TRANSFERENCIA DIGITAL E INNOVACIÓN EMPRESARIAL PARA LA EFECTIVA DIFUSIÓN DE LOS OBJETIVOS DE DESARROLLO SOSTENIBLE EN META COLOMBIA CON AYUDA DE UN MODELO EMPRESARIAL SOSTENIBLE","year":2023,"lang":"es","type":"article","venue":"Anais ... Congresso Internacional do Conhecimento e Inovação","topic":"E-Learning and Knowledge Management","field":"Computer 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":"Université du Québec à Trois-Rivières; Magna International (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03912242630758707,"score_gpt":0.3280290972681861,"score_spread":0.288906670960599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320912363","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":[0.86773026,0.0061998917,0.020940136,0.004025889,0.00011988489,0.0007294818,0.001224581,0.00033752294,0.09869232],"genre_scores_gemma":[0.9862487,0.0011571397,0.00799937,0.00013484803,0.000008720656,0.0002897043,0.00020716754,0.00003324631,0.003921176],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9943435,0.003197502,0.00027574066,0.00069107587,0.0010469643,0.00044517117],"domain_scores_gemma":[0.9767617,0.012445001,0.0025417767,0.001667554,0.005048071,0.0015358843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008924377,0.0008574496,0.0005979591,0.0026592112,0.0018418289,0.0074530877,0.00089664024,0.00075989286,0.007322511],"category_scores_gemma":[0.024490701,0.0003083469,0.00094451243,0.0028180815,0.0023174766,0.0046691056,0.003681598,0.0013921619,0.0004897299],"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":[0.0019670536,0.0009007511,0.31898305,0.008107859,0.0007510613,0.00047951486,0.0953175,0.007891518,0.0071302624,0.0628658,0.00805737,0.48754838],"study_design_scores_gemma":[0.0003424119,0.0022124364,0.5555004,0.0069541223,0.00314298,0.00030892444,0.20569618,0.017734904,0.011330066,0.03538208,0.16099106,0.00040447514],"about_ca_topic_score_codex":0.060997766,"about_ca_topic_score_gemma":0.12467354,"teacher_disagreement_score":0.060997766,"about_ca_system_score_codex":0.013816303,"about_ca_system_score_gemma":0.011313834,"threshold_uncertainty_score":0.12128544},"labels":[],"label_agreement":null}]}