{"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":"17e0390bfb36","filters":{"venue":"Revista Vínculos"}},"results":[{"id":"W2276105618","doi":"","title":"Arquitectura, caminos empedrados y cronología del sector principal del sitio Las mercedes - 1, Caribe central de Costa Rica","year":2008,"lang":"es","type":"article","venue":"Revista Vínculos","topic":"Historical Studies in Central America","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Geography; Humanities; Cartography; Political science; Art","authors":[{"name":"Ricardo Vázquez Leiva","is_ca":false},{"name":"Claude Chapdelaine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03132498302188209,"gpt":0.2433602673300184,"spread":0.2120352843081363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001899941,0.001005843,0.001384916,0.0001670464,0.002640385,0.0005279481,0.0008584245,0.0003532536,0.003528502],"category_scores_gemma":[0.0004341067,0.0009036653,0.0007124511,0.0002339573,0.00208591,0.0002681615,0.000423979,0.001003288,0.0008798467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002617604,"about_ca_system_score_gemma":0.0004261234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318651,"about_ca_topic_score_gemma":0.0001612999,"domain_scores_codex":[0.9942471,0.0004067935,0.0011592,0.001127062,0.0007838351,0.002275966],"domain_scores_gemma":[0.9971085,0.0004562865,0.000553192,0.0008382593,0.0003282121,0.0007155369],"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":[0.001458383,0.005985724,0.1762863,0.006296283,0.005862493,0.004402168,0.1802402,0.0005509878,0.002178655,0.2311836,0.3326964,0.05285884],"study_design_scores_gemma":[0.0008205221,0.0005796028,0.01687334,0.0003143715,0.0004884974,0.0001241969,0.00107188,0.0003169678,0.0000976048,0.00004025904,0.9780174,0.001255372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473275,0.02075318,0.0003989098,0.0007903693,0.001256125,0.001428087,0.001144236,0.0003873155,0.02651425],"genre_scores_gemma":[0.9800453,0.006707879,0.0004226007,0.0008436591,0.002572249,0.0001056087,0.00009366934,0.0001452453,0.009063768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.645321,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946950904","doi":"","title":"Reencuentro con Santa Isabel: observaciones preliminares sobre un sitio del período Sapoa en el suroeste de Nicaragua","year":2006,"lang":"es","type":"article","venue":"Revista Vínculos","topic":"Historical Studies in Central America","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Geography; Humanities; Art","authors":[{"name":"Geoffrey G. McCafferty","is_ca":true},{"name":"Larry Steinbrenner","is_ca":true},{"name":"Deepika Fernández","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01586428829987048,"gpt":0.2497839834406135,"spread":0.233919695140743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004083453,0.0008249915,0.001172412,0.0001045453,0.0016881,0.0007352073,0.0008036381,0.0002605114,0.001238419],"category_scores_gemma":[0.000339769,0.0007465579,0.0006171798,0.000179714,0.0009864251,0.000317875,0.0004011191,0.0006223025,0.0006289343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117836,"about_ca_system_score_gemma":0.0001326509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003404245,"about_ca_topic_score_gemma":0.0001398951,"domain_scores_codex":[0.9951416,0.0006479083,0.001160873,0.0009542921,0.0007455403,0.001349748],"domain_scores_gemma":[0.9971653,0.0007422036,0.0005395419,0.0008542983,0.0004043163,0.0002943267],"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":[0.0006283228,0.003237708,0.08012143,0.00417112,0.001235865,0.0007072319,0.01367211,0.0001567616,0.001921631,0.5237018,0.3308287,0.03961738],"study_design_scores_gemma":[0.0007188091,0.000529723,0.01445497,0.0007502706,0.0007197577,0.00003221417,0.001504375,0.000197509,0.0000860101,0.0005462937,0.9794703,0.0009897655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101154,0.1154088,0.0003744992,0.006167816,0.001575749,0.002202079,0.001634022,0.0006642344,0.06185736],"genre_scores_gemma":[0.969659,0.01200378,0.0003960675,0.0009179175,0.003283921,0.00008945315,0.0001665846,0.0001607005,0.01332253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6486416,"threshold_uncertainty_score":0.9996746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2184060521","doi":"","title":"Análisis de activación neutrónica de cerámica arqueológica del Valle Central y Turrialba, Costa Rica","year":2008,"lang":"es","type":"article","venue":"Revista Vínculos","topic":"Historical Studies in Central America","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Université de Montréal","funders":"","keywords":"Geology; Geography; Geomorphology","authors":[{"name":"Claude Chapdelaine","is_ca":true},{"name":"Ricardo Vázquez Leiva","is_ca":false},{"name":"Greg Kennedy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02779230502035739,"gpt":0.2469568183537403,"spread":0.2191645133333829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003265769,0.0009428257,0.001423719,0.0001596823,0.002658398,0.0005842296,0.00114077,0.0003528016,0.004761441],"category_scores_gemma":[0.0005780029,0.0008716998,0.0008994788,0.0003087051,0.001551256,0.0003206239,0.0004821251,0.001100388,0.0006821161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762546,"about_ca_system_score_gemma":0.0005719404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173221,"about_ca_topic_score_gemma":0.00004563175,"domain_scores_codex":[0.9937553,0.0006313896,0.001146188,0.001131076,0.0008051261,0.002530942],"domain_scores_gemma":[0.9963837,0.0006515495,0.0005930177,0.001063111,0.0002780052,0.001030562],"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":[0.0009444798,0.003146006,0.03089871,0.001540306,0.001635419,0.001011799,0.03507251,0.00008742465,0.001107113,0.17449,0.736474,0.0135922],"study_design_scores_gemma":[0.0008813642,0.0003779947,0.009226642,0.0002906956,0.0004690457,0.00006242593,0.0007948647,0.000200472,0.00009883264,0.0001683052,0.9863517,0.001077631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6686765,0.05096201,0.001021301,0.01273992,0.003433843,0.003524166,0.001703187,0.00128707,0.256652],"genre_scores_gemma":[0.9637904,0.02507236,0.0008401418,0.001550607,0.003805716,0.00009418561,0.00005253977,0.0001721611,0.004621961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2951138,"threshold_uncertainty_score":0.9993734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2795592284","doi":"10.24133/rvespe.v3i1.617","title":"Sustainability science and education in Haiti and Puerto Rico","year":2018,"lang":"en","type":"article","venue":"Revista Vínculos","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Preparedness; Sustainability science; Political science; Agriculture; Public relations; Economic growth; Sociology; Social sustainability; Geography; Economics","authors":[{"name":"Naomi Krogman","is_ca":true},{"name":"Gary E. Machlis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004172187669315128,"gpt":0.2482188247437591,"spread":0.244046637074444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005530645,0.00008274141,0.00008085377,0.00004108654,0.000161469,0.00006643925,0.0001067323,0.00003080942,0.0001739159],"category_scores_gemma":[0.0001826302,0.00007324186,0.000007536438,0.0002867903,0.001254257,0.0004046489,0.0001835947,0.00005642331,0.00003922854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003626992,"about_ca_system_score_gemma":0.00006938562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002836097,"about_ca_topic_score_gemma":0.00005240942,"domain_scores_codex":[0.9991192,0.00003369629,0.0001091788,0.0003062164,0.0002036763,0.0002279866],"domain_scores_gemma":[0.9995955,0.0000218046,0.00003095754,0.0002038328,0.00001114967,0.0001367579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002375673,0.0002279496,0.6512595,0.00007253137,0.000002106379,0.000004464226,0.0006133207,0.00004355665,0.006683659,0.004524934,0.002346497,0.3341977],"study_design_scores_gemma":[0.000117353,0.00006387505,0.9673945,0.00001736049,0.000003823359,0.00000781489,0.0001551977,0.0001455863,0.0005963158,0.00148167,0.02989523,0.00012126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879587,0.0001432125,0.0000246548,0.0005582248,0.00002449464,0.0001686707,5.245457e-7,0.00001004437,0.01111146],"genre_scores_gemma":[0.9983493,0.00008188612,0.000218639,0.0002961245,0.00002405911,0.00000931557,5.440748e-7,0.000004589344,0.001015545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3340765,"threshold_uncertainty_score":0.4621361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201847507","doi":"","title":"Río Claro: A potencial ceramic type - site for period VI, northeast Honduras","year":2008,"lang":"en","type":"article","venue":"Revista Vínculos","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","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 Calgary","funders":"","keywords":"Period (music); Geography; Physics","authors":[{"name":"Carrie Dennett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01798531077780165,"gpt":0.2090409388872973,"spread":0.1910556281094956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009510463,0.0001501187,0.0002101026,0.00003161776,0.0006876554,0.00001127819,0.0001362866,0.000067926,0.0009909852],"category_scores_gemma":[0.00003666151,0.000120408,0.0001023429,0.0001185614,0.0003584958,0.0001067118,0.00002692204,0.000113417,0.0007995514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008445291,"about_ca_system_score_gemma":0.0000294428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273962,"about_ca_topic_score_gemma":0.0003110768,"domain_scores_codex":[0.9990333,0.00003709569,0.0001713032,0.0002748919,0.000152661,0.0003307248],"domain_scores_gemma":[0.9996454,0.00004544421,0.00005923776,0.0001398918,0.00001809395,0.00009198584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008420422,0.00001765839,0.9929339,0.00002954102,0.00002426359,0.00003670394,0.0006646672,0.00005591667,0.00008569704,0.00008361168,0.001042259,0.004941548],"study_design_scores_gemma":[0.000295638,0.0002448207,0.9111375,0.00001561458,0.00002322682,0.00009190222,0.0001145476,0.0005147819,0.0000187101,0.0001104077,0.08721825,0.000214609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949855,0.002593379,0.000140007,0.0003302712,0.0001673353,0.0002943733,0.0001544523,0.00003620287,0.001298515],"genre_scores_gemma":[0.996895,0.0005731562,0.0004010559,0.0003247211,0.0002062973,0.000003545932,0.0001856302,0.000005041741,0.001405584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08617599,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2795977552","doi":"10.24133/rvespe.v3i1.616","title":"How the unconference approach can increase stakeholder engagement","year":2018,"lang":"en","type":"article","venue":"Revista Vínculos","topic":"Climate Change Communication and Perception","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":"McGill University; Canada's Ecofiscal Commission; York University","funders":"","keywords":"Stakeholder engagement; Stakeholder; Sustainability; Unconscious mind; Space (punctuation); Public relations; Psychology; Engineering ethics; Sociology; Political science; Knowledge management; Computer science; Engineering; Ecology","authors":[{"name":"Dawn R. Bazely","is_ca":true},{"name":"Annette Dubreuil","is_ca":true},{"name":"Lushani Nanayakkara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6722954207448677,"gpt":0.4287756285629344,"spread":0.2435197921819333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001192204,0.00008769706,0.00009710438,0.00002876068,0.001119277,0.0004651445,0.000490416,0.00004884399,0.0008467295],"category_scores_gemma":[0.0002851722,0.00006220237,0.00004597344,0.0002362152,0.0004619859,0.0001026605,0.0001003885,0.0001470978,0.00007202473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129623,"about_ca_system_score_gemma":0.00009399579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156555,"about_ca_topic_score_gemma":0.003269093,"domain_scores_codex":[0.9984853,0.0007490049,0.0001104977,0.0001647144,0.0002788859,0.0002115834],"domain_scores_gemma":[0.9990337,0.00009749409,0.00007842953,0.0005312606,0.0001646897,0.00009434801],"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":[0.00003178234,0.0003408551,0.00614921,0.0001444078,0.00006234232,0.000001764722,0.1623011,6.932268e-7,0.0009151948,0.546622,0.03422903,0.2492016],"study_design_scores_gemma":[0.0001077163,0.00002605008,0.00261888,0.00002443679,0.00001764659,4.638486e-7,0.02512885,0.0000642105,0.000009685107,0.0001940725,0.9716902,0.0001177778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.364978,0.0007581341,0.001611924,0.056114,0.0002825086,0.001710581,0.00006361114,0.0002767053,0.5742046],"genre_scores_gemma":[0.9926208,0.001451376,0.0002193391,0.0006534355,0.0004495007,0.00005133074,0.00003990419,0.000008335282,0.004505957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9374612,"threshold_uncertainty_score":0.9271094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}