{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"824b748d76f4","filters":{"venue":"CIENCIA ergo sum"}},"results":[{"id":"W3017300617","doi":"10.30878/ces.v27n2a3","title":"La influencia de la confianza y satisfacción del cliente en la intención de uso de los servicios bancarios por internet: un modelo estructural","year":2020,"lang":"es","type":"article","venue":"CIENCIA ergo sum","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","authors":[{"name":"Jean-Pierre Lévy Mangin","is_ca":true},{"name":"Normand Bourgault","is_ca":true},{"name":"Cristina Calvo-Porral","is_ca":false},{"name":"M. Trudel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02655861940682751,"gpt":0.3316800923674123,"spread":0.3051214729605848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002376424,0.0006679495,0.0004499729,0.001048779,0.000505492,0.003839221,0.000698661,0.001388014,0.00730662],"category_scores_gemma":[0.007836668,0.000412224,0.0007482992,0.0009983387,0.001101411,0.002543587,0.001349004,0.001310086,0.0006810812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002332106,"about_ca_system_score_gemma":0.002801545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200185,"about_ca_topic_score_gemma":0.007751703,"domain_scores_codex":[0.9986338,0.0007094375,0.00005536015,0.0001326788,0.0002515609,0.0002171988],"domain_scores_gemma":[0.9923633,0.005027459,0.001237075,0.0002164391,0.0006726236,0.0004830309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001955147,0.002646975,0.6313196,0.001108145,0.0005617999,0.001763558,0.01928832,0.06082698,0.008442475,0.1167456,0.003204575,0.1521368],"study_design_scores_gemma":[0.0003126558,0.002512946,0.4759045,0.00118501,0.001197156,0.001339793,0.02908994,0.3993267,0.006951125,0.06829463,0.0136211,0.0002644633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406396,0.0008798687,0.02069608,0.002245971,0.0000223401,0.0001850044,0.0002070997,0.0000623292,0.03506175],"genre_scores_gemma":[0.9954276,0.0004045346,0.001389414,0.00004811874,0.000007224019,0.00004673958,0.00003108898,0.000005319282,0.002639971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01200185,"threshold_uncertainty_score":0.02444303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1552128345","doi":"","title":"The Body as Revolutionary Text: The Dance as Protest Literature in Latin America","year":2003,"lang":"en","type":"article","venue":"CIENCIA ergo sum","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Dance; Humanity; Soul; Latin Americans; Power (physics); Contemporary dance; Sociology; History; Gender studies; Aesthetics; Literature; Art; Political science; Law; Philosophy; Theology","authors":[{"name":"Lois Marie Jaeck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01088504045267113,"gpt":0.2708993998834412,"spread":0.2600143594307701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002039148,0.0004718729,0.0004997246,0.003374598,0.009907573,0.01157238,0.0008230108,0.002540841,0.005458558],"category_scores_gemma":[0.002758,0.0002121142,0.000263408,0.003148985,0.02460264,0.004789057,0.005734263,0.00278458,0.0002879109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006620273,"about_ca_system_score_gemma":0.002906294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01706385,"about_ca_topic_score_gemma":0.02981656,"domain_scores_codex":[0.9986256,0.0009219337,0.00002967418,0.00009676905,0.0001262224,0.000199833],"domain_scores_gemma":[0.9982879,0.001089217,0.0001873657,0.00007985692,0.0001333869,0.0002223702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005648786,0.00007225107,0.002386353,0.0003303399,0.00001606052,0.000648984,0.506215,0.0001231259,0.0004078207,0.4493875,0.01193153,0.02842448],"study_design_scores_gemma":[0.00002857682,0.00003605259,0.006888853,0.001481208,0.00001781717,0.0003213105,0.4523261,0.0001321398,0.0001522426,0.04316639,0.4954269,0.00002236525],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2043802,0.09354334,0.001335668,0.1176648,0.002058262,0.00003065204,0.0000451005,0.00003890855,0.5809031],"genre_scores_gemma":[0.9507713,0.01972732,0.0002844923,0.006642297,0.0008526776,0.00004149415,0.00002421919,0.00005923781,0.02159681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01706385,"threshold_uncertainty_score":0.04803365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007831446","doi":"10.30878/ces.v27n1a5","title":"Evaluación de receptores GPS de bajo costo de alta sensibilidad para trabajos geodésicos. Caso de estudio: línea base geodésica","year":2020,"lang":"es","type":"article","venue":"CIENCIA ergo sum","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Physics; Humanities; Philosophy","authors":[{"name":"Alejandra Zamora Maciel","is_ca":false},{"name":"Rosendo Romero-Andrade","is_ca":false},{"name":"Carlos Moraila-Valenzuela","is_ca":false},{"name":"Frédérique C. Pivot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03697873728073194,"gpt":0.2731994606473954,"spread":0.2362207233666634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001784955,0.001179596,0.0006678912,0.00164983,0.0003883338,0.001384435,0.0008422056,0.0009929924,0.004293262],"category_scores_gemma":[0.008868878,0.0004382553,0.0007373168,0.0015438,0.0004430869,0.001130575,0.001173618,0.0005978828,0.001390002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007371992,"about_ca_system_score_gemma":0.0007172422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005387638,"about_ca_topic_score_gemma":0.004572679,"domain_scores_codex":[0.9976179,0.0005732252,0.000106396,0.0004803732,0.001013211,0.0002087702],"domain_scores_gemma":[0.9961159,0.001492429,0.0003473897,0.0004522092,0.001427979,0.000164185],"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":[0.002497969,0.0003729583,0.07132961,0.001993157,0.0003416177,0.0005338918,0.002706686,0.1621394,0.1313936,0.004723442,0.004801609,0.617166],"study_design_scores_gemma":[0.0002567003,0.005678054,0.1861561,0.0004545838,0.0008422314,0.001882145,0.005632771,0.5690274,0.1700876,0.006495843,0.05303446,0.0004522216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.678525,0.001190027,0.3016903,0.0003029045,0.0002027688,0.0002782582,0.001178724,0.002578327,0.01405372],"genre_scores_gemma":[0.9219963,0.0004199946,0.07200056,0.00005017589,0.0000180509,0.0001823791,0.0007540259,0.0002752905,0.004303265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005387638,"threshold_uncertainty_score":0.01436239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887054119","doi":"10.30878/ces.v25n3a3","title":"Trabajo a tiempo parcial y desigualdad salarial en la industria manufacturera en México (2005-2015)","year":2018,"lang":"es","type":"article","venue":"CIENCIA ergo sum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); Inequality; Quarter (Canadian coin); Work (physics); Economics; Wage; Demographic economics; Wage inequality; Population; Welfare economics; Sociology; Demography; Geography; Labour economics; Mathematics","authors":[{"name":"Wendy Ovando Aldana","is_ca":false},{"name":"Yuliana Gabriela Román Sánchez","is_ca":false},{"name":"María del Carmen Salgado Vega","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03969511672502137,"gpt":0.3731327258024259,"spread":0.3334376090774046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000492745,0.0001715523,0.0001773414,0.0006514259,0.0004760133,0.0004471047,0.0002909612,0.0002340945,0.002036359],"category_scores_gemma":[0.0008187056,0.0001292099,0.0002424898,0.0005948526,0.0001984942,0.0002747801,0.0005107776,0.0003441915,0.0001496628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009516766,"about_ca_system_score_gemma":0.0006746482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1102727,"about_ca_topic_score_gemma":0.1472496,"domain_scores_codex":[0.9998397,0.00002492831,0.000007620183,0.00003933962,0.00002814719,0.00006032584],"domain_scores_gemma":[0.9996426,0.00007261423,0.0001761287,0.00001809762,0.00005287908,0.00003761702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003096136,0.00008657674,0.9555604,0.0002625044,0.0001027339,0.000289517,0.002145383,0.0003610404,0.0004844352,0.0006616691,0.003431987,0.0363041],"study_design_scores_gemma":[0.000005346177,0.00003980688,0.99255,0.0000570859,0.00003502858,0.00006296396,0.001238393,0.0001806521,0.00005179442,0.00003751133,0.005738639,0.000002786626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934188,0.002256701,0.0001431522,0.0003136497,0.00003611409,0.00000893797,0.001453107,0.00001112158,0.002358398],"genre_scores_gemma":[0.9939886,0.002050175,0.0001820043,0.00004092382,0.00003926693,0.00001378364,0.001334987,0.000003358235,0.00234699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102727,"threshold_uncertainty_score":0.2192617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2259251399","doi":"","title":"La predicción y la clasificación de datos en marketing. Un análisis comparativo mediante técnicas multivariantes, árboles jerárquicos y redes neuronales","year":2002,"lang":"es","type":"article","venue":"CIENCIA ergo sum","topic":"Agricultural and Food Production Studies","field":"Agricultural and Biological 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":"Université du Québec à Montréal","funders":"","keywords":"Cover (algebra); Humanities; Computer science; Artificial intelligence; Pattern recognition (psychology); Mathematics; Philosophy; Engineering","authors":[{"name":"Jean-Pierre Lévy Mangin","is_ca":true},{"name":"María Aránzazu Sulé Alonso","is_ca":false},{"name":"Juan Salazar Clavel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.025608280243264,"gpt":0.2376601518148048,"spread":0.2120518715715408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009103657,0.001305152,0.0008166187,0.004901694,0.0004017136,0.002807532,0.0007345288,0.001189511,0.002598495],"category_scores_gemma":[0.02619226,0.0004882404,0.0012106,0.004736664,0.000974578,0.003072656,0.0008444086,0.001100088,0.00101387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008207803,"about_ca_system_score_gemma":0.0007515727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00658037,"about_ca_topic_score_gemma":0.006766918,"domain_scores_codex":[0.9976923,0.00109712,0.0001659401,0.0004494338,0.0004942449,0.0001009822],"domain_scores_gemma":[0.9844553,0.01239386,0.0008001759,0.001061574,0.001114454,0.0001746676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006655225,0.0002194938,0.1148609,0.0008558197,0.0005475988,0.000237784,0.0008424213,0.05967336,0.007419712,0.00755357,0.002561422,0.8045624],"study_design_scores_gemma":[0.00006878514,0.0006784578,0.2570764,0.0005388599,0.0007723716,0.0006445509,0.001501103,0.640606,0.01440971,0.06539247,0.01812381,0.0001873649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4131954,0.01265801,0.5587921,0.001755023,0.0002760043,0.000286793,0.003875903,0.001873567,0.007287267],"genre_scores_gemma":[0.8145149,0.004853175,0.1740285,0.0001159028,0.0001588383,0.0002465834,0.002723021,0.0002283054,0.003130779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009103657,"threshold_uncertainty_score":0.04814529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1954100762","doi":"","title":"Con Aurora después","year":2015,"lang":"es","type":"article","venue":"CIENCIA ergo sum","topic":"Cultural and Social Studies in Latin America","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Political science; Geography","authors":[{"name":"Julio Torres-Recinos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07099848541109281,"gpt":0.2799566569651848,"spread":0.208958171554092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003127899,0.00162051,0.001165395,0.001512561,0.006520905,0.01252476,0.001634539,0.005123316,0.09320278],"category_scores_gemma":[0.008571899,0.0003222371,0.0009348312,0.001484935,0.00632652,0.005369718,0.007968762,0.01085056,0.0238606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004387724,"about_ca_system_score_gemma":0.003447383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00790581,"about_ca_topic_score_gemma":0.01476699,"domain_scores_codex":[0.9967403,0.001249529,0.0001095609,0.0004930714,0.0008511519,0.0005564457],"domain_scores_gemma":[0.9963085,0.0008176403,0.000320926,0.0006367735,0.001203526,0.0007126276],"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":[0.0002459825,0.00009223133,0.001268086,0.000471251,0.00004742236,0.000604924,0.00505257,0.00008802109,0.0008625628,0.241856,0.6909396,0.05847131],"study_design_scores_gemma":[0.00000787003,0.000006145568,0.0003291444,0.0001269881,0.000005480022,0.0000821463,0.0013326,0.00001589411,0.00006943638,0.003160946,0.9948572,0.000006229204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007460219,0.06098591,0.00206845,0.2806777,0.1457507,0.00006936226,0.0008557683,0.0005763672,0.5015555],"genre_scores_gemma":[0.06973787,0.01717781,0.001697954,0.07594779,0.04780684,0.000146146,0.0006041607,0.0006452794,0.7862361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09320278,"threshold_uncertainty_score":0.3117943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}