{"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":"8a81fbffba52","filters":{"venue":"Revista de Humanidades de Valparaíso"}},"results":[{"id":"W2414248892","doi":"10.22370/rhv.2014.4.114","title":"Un marco epistemológico para el conocimiento indígena","year":2014,"lang":"es","type":"article","venue":"Revista de Humanidades de Valparaíso","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Claude Gélinas","is_ca":true},{"name":"Yves Bouchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01276338549484512,"gpt":0.2538222822510397,"spread":0.2410588967561946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007604517,0.0006845338,0.0007404474,0.00004541384,0.001003199,0.0005388018,0.0008721592,0.0002646686,0.009551075],"category_scores_gemma":[0.00008462051,0.0005875385,0.0004017258,0.0003057004,0.001347293,0.0002485728,0.0007143063,0.0005028191,0.003656162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008820412,"about_ca_system_score_gemma":0.00001598577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001990686,"about_ca_topic_score_gemma":0.000005439151,"domain_scores_codex":[0.9959569,0.0005144892,0.0007325257,0.0009538237,0.0005920152,0.001250237],"domain_scores_gemma":[0.9981786,0.0001940284,0.000424671,0.0007068259,0.00001201307,0.0004838633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001852251,0.001354847,0.6435143,0.0009270454,0.0006041296,0.000118772,0.004011476,0.0005490216,0.06437237,0.08518077,0.01699893,0.1821831],"study_design_scores_gemma":[0.000718421,0.0004856356,0.4423793,0.0002434849,0.0002561741,0.00009177844,0.0004425625,0.000620161,0.001782387,0.0018011,0.5501525,0.001026463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224532,0.004928438,0.0007594979,0.0008229362,0.000161578,0.0005594695,0.00004858261,0.0001156128,0.0701507],"genre_scores_gemma":[0.9898929,0.002825908,0.001637408,0.001943303,0.0004166169,0.00006003308,0.00002985689,0.00006793799,0.003126021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5331535,"threshold_uncertainty_score":0.9996576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2182345551","doi":"10.22370/rhv.2013.1.78","title":"Advice on the Logic of Argument","year":2013,"lang":"es","type":"article","venue":"Revista de Humanidades de Valparaíso","topic":"Multi-Agent Systems and Negotiation","field":"Computer 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 British Columbia","funders":"Sun Yat-sen University","keywords":"Argument (complex analysis); Humanities; Philosophy; Medicine","authors":[{"name":"John Woods","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03818804427933228,"gpt":0.2765529244928717,"spread":0.2383648802135394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001149465,0.0003243268,0.0004210848,0.0001293026,0.0002798412,0.001120139,0.001216166,0.0001492743,0.0007609819],"category_scores_gemma":[0.0001311623,0.0002273238,0.000242765,0.0003137395,0.0001017952,0.0002739312,0.0001965324,0.0002825511,0.001278342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476809,"about_ca_system_score_gemma":0.0001111417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004107627,"about_ca_topic_score_gemma":0.00000329712,"domain_scores_codex":[0.9970989,0.0006288551,0.0006973461,0.0004951622,0.0005199811,0.0005597663],"domain_scores_gemma":[0.9975125,0.0004288511,0.000607524,0.001122962,0.0001776568,0.0001504802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001006484,0.000318903,0.005170427,0.0006248225,0.0001151511,0.000009424368,0.002291399,0.0002969611,0.009658133,0.9644527,0.01376072,0.003291261],"study_design_scores_gemma":[0.002032706,0.001981851,0.4508515,0.005424979,0.0003759376,0.0001252766,0.0009531592,0.2906497,0.01459227,0.01100276,0.2197616,0.002248269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603252,0.004107873,0.02145217,0.003229287,0.0003430262,0.001984195,0.0000127867,0.0001809618,0.008364436],"genre_scores_gemma":[0.9958106,0.0002956653,0.001331889,0.001126943,0.0002420594,0.0000850989,0.000003046006,0.0000256882,0.001079006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.95345,"threshold_uncertainty_score":0.9999168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403018103","doi":"10.22370/rhv2024iss26pp103-132","title":"Dreams, Trauma, and Prediction Errors","year":2024,"lang":"en","type":"article","venue":"Revista de Humanidades de Valparaíso","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Surprise; Psychology; Cognitive psychology; Mean squared prediction error; Social psychology; Computer science","authors":[{"name":"Clarita Bonamino","is_ca":false},{"name":"Sophie Boudrias","is_ca":true},{"name":"Melanie G. Rosen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0540563203804658,"gpt":0.3236795975145824,"spread":0.2696232771341166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005210055,0.0001789924,0.0001805349,0.0002186584,0.0002683604,0.0009500257,0.0002560833,0.0001098817,0.0003018707],"category_scores_gemma":[0.0002782919,0.000163464,0.00008855812,0.0003798713,0.0002009361,0.0002721535,0.00007815337,0.0003895748,0.0001825448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618676,"about_ca_system_score_gemma":0.00008550437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002899174,"about_ca_topic_score_gemma":0.000003485319,"domain_scores_codex":[0.9981301,0.0002255616,0.0002334283,0.0005446305,0.0003520631,0.0005141643],"domain_scores_gemma":[0.9991816,0.000289873,0.00002848622,0.0002760351,0.00001985225,0.0002041688],"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":[0.00014668,0.0003076129,0.008305879,0.001934429,0.0001032021,0.001237571,0.006070523,0.0001079063,0.3381765,0.4544579,0.01686648,0.1722853],"study_design_scores_gemma":[0.001282828,0.0007351518,0.02770289,0.001219818,0.0002610456,0.001943103,0.0006366526,0.06184676,0.2126868,0.01217907,0.6782425,0.001263382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875132,0.003747023,0.001166255,0.000274657,0.0001412332,0.0002900611,0.00003857474,0.0004045798,0.006424396],"genre_scores_gemma":[0.9973729,0.0005188435,0.00007444051,0.0001970829,0.0002428099,0.00005349711,0.000004347794,0.00004358904,0.001492502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.661376,"threshold_uncertainty_score":0.9161119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}