{"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":"9c8019e8499c","filters":{"venue":"Editorial Universidad Católica de Colombia eBooks"}},"results":[{"id":"W3160675233","doi":"10.14718/9789585133617.2020","title":"La vigencia del contrato psicológico: Aproximaciones teóricas y empíricas desde las Américas","year":2020,"lang":"en","type":"book","venue":"Editorial Universidad Católica de Colombia eBooks","topic":"Stress and Burnout Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychological contract; Psychosocial; Portuguese; Perception; Psychology; Sociology; Social psychology; Political science; Humanities; Philosophy; Psychotherapist","authors":[{"name":"Juan Javier Vesga Rodríguez","is_ca":false},{"name":"Rafael Marcus Chiuzi","is_ca":false},{"name":"Roberto O. Díaz-Juarbe","is_ca":false},{"name":"Sônia Maria Guedes Gondim","is_ca":false},{"name":"Mino Correia Rios","is_ca":false},{"name":"Mónica García Rubiano","is_ca":false},{"name":"Carlos Forero-Aponte","is_ca":false},{"name":"Emmanuel Martínez-Mejía","is_ca":false},{"name":"Erika Mariana Ascencio Cabrera","is_ca":false},{"name":"Estefanía Aponte-Restrepo","is_ca":false},{"name":"Álvaro Giovanni González-Herrera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02248734965720487,"gpt":0.3072773150755054,"spread":0.2847899654183005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0007658619,0.001097395,0.00146585,0.000562064,0.0005962662,0.0003633623,0.001910688,0.003272951,0.001604764],"category_scores_gemma":[0.0003257056,0.001178036,0.0007381713,0.0003351067,0.0008226444,0.0001098493,0.0006280017,0.003587679,0.001594128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783033,"about_ca_system_score_gemma":0.003625175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005931114,"about_ca_topic_score_gemma":0.0001510856,"domain_scores_codex":[0.9931637,0.001041465,0.0008351592,0.001755623,0.001564976,0.001639064],"domain_scores_gemma":[0.9944462,0.001764226,0.0006329414,0.001251903,0.0006864415,0.001218342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001101857,0.0002193822,0.00006665357,0.0001104909,0.0007456691,0.002430747,0.002535659,8.155202e-7,0.0005312757,0.0388381,0.9455154,0.007903979],"study_design_scores_gemma":[0.003067645,0.0009350737,0.0001605259,0.0001766844,0.0004787399,0.00008941598,0.001058499,0.000009003633,0.0002135243,0.004354957,0.9882817,0.00117418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007761281,0.0005205537,0.0001324778,0.0004716567,0.07262116,0.001694883,0.0004653589,0.0005524806,0.9227653],"genre_scores_gemma":[0.02314663,0.00009872955,0.0001672956,0.0004009351,0.2333342,0.0003031272,0.0002725381,0.0003688267,0.7419077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1808576,"threshold_uncertainty_score":0.9993079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387697661","doi":"10.14718/9786287554429.2023.5","title":"La realidad del borde","year":2023,"lang":"es","type":"book-chapter","venue":"Editorial Universidad Católica de Colombia eBooks","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Geography; Humanities; Cartography; Art","authors":[{"name":"Elvia Isabel Casas-Matiz","is_ca":true},{"name":"Doris García Bernal","is_ca":true},{"name":"Mayerly Rosa Villar Lozano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01630273809295533,"gpt":0.2779341664160154,"spread":0.2616314283230601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001595486,0.001048987,0.001405575,0.0004948939,0.001831436,0.0004120445,0.00167782,0.002381202,0.000328275],"category_scores_gemma":[0.0009449382,0.001254686,0.0007169146,0.0002829529,0.003942359,0.0001615843,0.0009803931,0.001939052,0.001277982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002008984,"about_ca_system_score_gemma":0.002510849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106896,"about_ca_topic_score_gemma":0.00175422,"domain_scores_codex":[0.9934803,0.0006758838,0.0007927063,0.00140325,0.002146231,0.00150167],"domain_scores_gemma":[0.9932396,0.003204459,0.001013705,0.0009670239,0.000796622,0.0007786189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002530398,0.00004106011,0.00007826075,0.00005212214,0.0005838786,0.0002846438,0.009442455,0.00000223802,0.0001013397,0.3515466,0.6314358,0.006178633],"study_design_scores_gemma":[0.00128178,0.0003858924,0.000136416,0.000299862,0.000609833,0.000004371323,0.00641642,0.00000280609,0.00002755822,0.01015048,0.979446,0.001238607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004697868,0.00004742724,0.000009367175,0.0007006609,0.1393478,0.0008640586,0.0003332462,0.0007962635,0.8574314],"genre_scores_gemma":[0.03167488,0.001190293,0.0001785542,0.00015622,0.3046544,0.00005364209,0.00005787074,0.0003473973,0.6616867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3480102,"threshold_uncertainty_score":0.9994996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387702380","doi":"10.14718/9786287554429.2023.4","title":"Estrategias de diagnóstico: UCAT","year":2023,"lang":"es","type":"book-chapter","venue":"Editorial Universidad Católica de Colombia eBooks","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Humanities; Geography; Political science; Art","authors":[{"name":"Elvia Isabel Casas-Matiz","is_ca":true},{"name":"Alberto Reyes González","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02476994655888122,"gpt":0.2762893849428709,"spread":0.2515194383839897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001284075,0.0006653903,0.0006823905,0.0004972061,0.001236562,0.0004740106,0.001086854,0.002079224,0.0002295551],"category_scores_gemma":[0.000429302,0.000818412,0.0003503534,0.000262866,0.001005038,0.0002457099,0.0002592005,0.001155877,0.001158704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010161,"about_ca_system_score_gemma":0.004798285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973859,"about_ca_topic_score_gemma":0.0003980479,"domain_scores_codex":[0.9956702,0.0001990406,0.0006198602,0.0008595001,0.001534831,0.00111658],"domain_scores_gemma":[0.9966454,0.0009884526,0.0006034952,0.0004406156,0.0007835324,0.0005385372],"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":[0.0001494963,0.0000289436,0.00007351435,0.0000359264,0.000155657,0.0000996036,0.002699606,0.000002490162,0.0003364625,0.6192154,0.3746971,0.002505747],"study_design_scores_gemma":[0.000838895,0.0002299874,0.0005928373,0.0002620365,0.000190088,0.000003290331,0.001347001,0.000007032249,0.0001200609,0.05410682,0.941457,0.000844912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001949175,0.000008475423,0.00002977369,0.001498256,0.1774818,0.0007346935,0.00005766176,0.0003925067,0.8178477],"genre_scores_gemma":[0.03802408,0.001404417,0.0001743038,0.000235968,0.3245274,0.00004563054,0.0001992371,0.0001937585,0.6351953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5667599,"threshold_uncertainty_score":0.999619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}