{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"0d7e0414b127","filters":{"venue":"Anais ... Congresso Internacional do Conhecimento e Inovação"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; IGNIS Innovation (Canada)","funders":"","keywords":"Humanities; Business; Art","authors":[{"name":"Ismail Mounir","is_ca":true},{"name":"Mickaël Gardoni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1966052168075034,"gpt":0.4456456443444937,"spread":0.2490404275369903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0229639,0.001196413,0.002961658,0.02882874,0.001288848,0.01013198,0.002673347,0.002978388,0.008366022],"category_scores_gemma":[0.09389555,0.000903325,0.002638231,0.03268504,0.002321034,0.01285513,0.002230245,0.001994922,0.001443028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007961965,"about_ca_system_score_gemma":0.01891372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007350028,"about_ca_topic_score_gemma":0.009302579,"domain_scores_codex":[0.9798007,0.008841581,0.002931253,0.001651292,0.006163869,0.0006113541],"domain_scores_gemma":[0.7997394,0.1515418,0.01403353,0.002531378,0.03063704,0.001516935],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002399762,0.0002281498,0.008640049,0.1978809,0.0009508387,0.0002683262,0.002437433,0.0009778448,0.0003694866,0.0585462,0.02038534,0.7090755],"study_design_scores_gemma":[0.0001335798,0.0005291248,0.03181259,0.4791808,0.003615422,0.001888005,0.01737691,0.003448965,0.001377474,0.04046911,0.4199204,0.0002475797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005333537,0.9694299,0.004088918,0.007735616,0.0007246606,0.0003466363,0.0007195284,0.00003559034,0.01158568],"genre_scores_gemma":[0.1109952,0.8719261,0.01039466,0.002347494,0.001008982,0.0008528491,0.0009398327,0.00004611602,0.001488711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9770361,"threshold_uncertainty_score":0.1214461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"Leonardo Pereira Pinheiro de Souza","is_ca":false},{"name":"Fabiano Armellini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02197814373903615,"gpt":0.2653953201428509,"spread":0.2434171764038148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003948569,0.001001876,0.001572694,0.06867675,0.00259782,0.009652095,0.001151798,0.001857408,0.01654109],"category_scores_gemma":[0.02817895,0.0005460258,0.001252222,0.09242797,0.002605648,0.006064181,0.002626766,0.002215328,0.0030883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005105045,"about_ca_system_score_gemma":0.01055523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099419,"about_ca_topic_score_gemma":0.01556704,"domain_scores_codex":[0.9940279,0.00117747,0.001074349,0.0009597389,0.002501568,0.0002590872],"domain_scores_gemma":[0.9576671,0.02690063,0.004276776,0.001274737,0.009309312,0.0005714647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002753643,0.0001397641,0.008099586,0.08886626,0.0005787511,0.0007116384,0.006084819,0.0007067161,0.002443151,0.04729117,0.1365304,0.7082725],"study_design_scores_gemma":[0.00001299647,0.00005304665,0.0109065,0.0593668,0.0008355624,0.0009358122,0.003173865,0.0002292773,0.0008335797,0.00548259,0.9181196,0.0000503302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006528971,0.9291637,0.001886463,0.006715735,0.003759907,0.00005574069,0.001938244,0.000166168,0.04978509],"genre_scores_gemma":[0.03315733,0.9499686,0.003331732,0.001695049,0.003169805,0.0001143128,0.002315771,0.0000878026,0.006159783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9313232,"threshold_uncertainty_score":0.05533546,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; Magna International (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Mauricio Eduardo Cabra Lopez","is_ca":true},{"name":"Alben Cardenas","is_ca":true},{"name":"Pedro Gómez","is_ca":false},{"name":"Hector Murcia","is_ca":false},{"name":"Cristina Guzmán","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03912242630758707,"gpt":0.3280290972681861,"spread":0.288906670960599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008924377,0.0008574496,0.0005979591,0.002659211,0.001841829,0.007453088,0.0008966402,0.0007598929,0.007322511],"category_scores_gemma":[0.0244907,0.0003083469,0.0009445124,0.002818082,0.002317477,0.004669106,0.003681598,0.001392162,0.0004897299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0138163,"about_ca_system_score_gemma":0.01131383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06099777,"about_ca_topic_score_gemma":0.1246735,"domain_scores_codex":[0.9943435,0.003197502,0.0002757407,0.0006910759,0.001046964,0.0004451712],"domain_scores_gemma":[0.9767617,0.012445,0.002541777,0.001667554,0.005048071,0.001535884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001967054,0.0009007511,0.318983,0.008107859,0.0007510613,0.0004795149,0.0953175,0.007891518,0.007130262,0.0628658,0.00805737,0.4875484],"study_design_scores_gemma":[0.0003424119,0.002212436,0.5555004,0.006954122,0.00314298,0.0003089244,0.2056962,0.0177349,0.01133007,0.03538208,0.1609911,0.0004044751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677303,0.006199892,0.02094014,0.004025889,0.0001198849,0.0007294818,0.001224581,0.0003375229,0.09869232],"genre_scores_gemma":[0.9862487,0.00115714,0.00799937,0.000134848,0.000008720656,0.0002897043,0.0002071675,0.00003324631,0.003921176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06099777,"threshold_uncertainty_score":0.1212854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}