{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"c24f9ad86355","filters":{"venue":"Perifèria Revista d investigació i formació en Antropologia"}},"results":[{"id":"W1588264760","doi":"10.5565/rev/periferia.190","title":"A través de sus ojos. Etnografía visual en un centro educativo de la periferia urbana","year":2009,"lang":"ca","type":"article","venue":"Perifèria Revista d investigació i formació en Antropologia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petro-Canada","funders":"","keywords":"Humanities; Art","authors":[{"name":"Paula González Granados","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1155530190768174,"gpt":0.5546668537094959,"spread":0.4391138346326784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.01854142,0.001375886,0.001851722,0.0006160883,0.002331433,0.001969049,0.002599456,0.001559094,0.003351589],"category_scores_gemma":[0.01936091,0.00135719,0.0008553185,0.002298683,0.006587383,0.001253893,0.0003986297,0.002941312,0.0003856751],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003427354,"about_ca_system_score_gemma":0.00742651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673344,"about_ca_topic_score_gemma":0.00005779965,"domain_scores_codex":[0.9676137,0.02240204,0.001761354,0.001570592,0.001750757,0.004901553],"domain_scores_gemma":[0.9911029,0.003089214,0.0007679642,0.00114216,0.0003972051,0.003500547],"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":[0.001942659,0.003589973,0.06096786,0.0009024623,0.000904076,0.00108592,0.166853,0.00005075403,0.1142346,0.5311242,0.02629173,0.09205276],"study_design_scores_gemma":[0.006963507,0.00654304,0.159203,0.0009722633,0.001533292,0.0006866387,0.06700017,0.01086778,0.02667988,0.02521759,0.6883566,0.005976172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683024,0.006203522,0.002212642,0.007591259,0.0008476274,0.001886006,0.0001662746,0.0005644539,0.0122258],"genre_scores_gemma":[0.9721865,0.004457691,0.01675202,0.002524953,0.002011908,0.000169467,0.0000580997,0.0001341587,0.001705184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6620649,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173678486","doi":"10.5565/rev/periferia.840","title":"Reseña de “Precarious Japan”, de Anne Allison","year":2021,"lang":"es","type":"article","venue":"Perifèria Revista d investigació i formació en Antropologia","topic":"Migration, Aging, and Tourism 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":"Mount Allison University","funders":"","keywords":"Humanities; Art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01702313124097903,"gpt":0.3179634966021435,"spread":0.3009403653611644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002494156,0.0007390361,0.001087474,0.0002074522,0.002308593,0.001337103,0.0009611594,0.0006797353,0.0009942154],"category_scores_gemma":[0.003508223,0.0007281547,0.0004767563,0.001152002,0.002164447,0.0007311977,0.0003917603,0.0009752756,0.0002515824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441528,"about_ca_system_score_gemma":0.002260755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157484,"about_ca_topic_score_gemma":0.002777127,"domain_scores_codex":[0.9931142,0.002009836,0.001025351,0.00101635,0.0008207663,0.002013499],"domain_scores_gemma":[0.9968203,0.0004746455,0.0005297259,0.0008504938,0.0005031156,0.0008217284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001376539,0.0003812998,0.1720303,0.000756848,0.0005172155,0.000424118,0.401751,0.00007607635,0.003915849,0.3014728,0.1156189,0.002917982],"study_design_scores_gemma":[0.00154785,0.0004072416,0.07844181,0.0004387306,0.0005644782,0.0001806666,0.01506089,0.002033706,0.00240664,0.006271309,0.8910939,0.001552744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534213,0.02323178,0.0007439207,0.01165793,0.0008996952,0.0006120506,0.0001637793,0.0003908698,0.008878708],"genre_scores_gemma":[0.9472921,0.03701059,0.003845257,0.001890046,0.001991423,0.00007328889,0.0001094311,0.00007605466,0.007711838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.775475,"threshold_uncertainty_score":0.999919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1917954555","doi":"10.5565/rev/periferia.463","title":"Entrevista a Joan Francesc Mira: els inicis de l'antropologia al País Valencià","year":2015,"lang":"ca","type":"article","venue":"Perifèria Revista d investigació i formació en Antropologia","topic":"Basque language and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Humanities; Art","authors":[{"name":"Montserrat Clua i Fainé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03942777817699245,"gpt":0.3484800986072377,"spread":0.3090523204302453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.004552518,0.00162401,0.002400264,0.0003183069,0.002208503,0.001243283,0.002529874,0.001225965,0.002321357],"category_scores_gemma":[0.005682893,0.001369134,0.0009326867,0.001867944,0.006391272,0.00140376,0.0008686706,0.002065649,0.001330528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658576,"about_ca_system_score_gemma":0.00223232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004827449,"about_ca_topic_score_gemma":0.0009261277,"domain_scores_codex":[0.9879288,0.003007568,0.002064168,0.00180073,0.001741425,0.003457284],"domain_scores_gemma":[0.9940043,0.0004969485,0.001237575,0.00142043,0.0008226,0.002018136],"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":[0.0006246698,0.0005965683,0.04698382,0.0007672152,0.0009920612,0.0009666129,0.1165644,0.00001430153,0.002075775,0.2586503,0.5666322,0.005131996],"study_design_scores_gemma":[0.0029394,0.001190648,0.002228059,0.0004881274,0.0008086807,0.0002134354,0.09362491,0.0002921187,0.0005149365,0.004291548,0.8911805,0.002227687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5864246,0.1833885,0.002202507,0.1132659,0.01032926,0.006478433,0.001658976,0.002541993,0.09370974],"genre_scores_gemma":[0.9557303,0.01667219,0.002248371,0.01117362,0.003483636,0.000203219,0.0001705015,0.0001573835,0.01016081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3693056,"threshold_uncertainty_score":0.9997935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220875231","doi":"10.5565/rev/periferia.843","title":"Los valores makers y su contribución al modelo económico post crisis Covid-19","year":2022,"lang":"es","type":"article","venue":"Perifèria Revista d investigació i formació en Antropologia","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Art; Medicine","authors":[{"name":"Cristian Cabrera van Cauwlaert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03187811842198041,"gpt":0.2670022486806217,"spread":0.2351241302586413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003234862,0.001253715,0.002359117,0.001509918,0.002759725,0.001495872,0.001897923,0.0005339959,0.01729861],"category_scores_gemma":[0.0014931,0.001544174,0.0007810537,0.001810765,0.001208217,0.001660442,0.001093016,0.001582757,0.001016807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002247176,"about_ca_system_score_gemma":0.001233112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307452,"about_ca_topic_score_gemma":0.00004433529,"domain_scores_codex":[0.9918118,0.0003886047,0.003450436,0.002094099,0.0003047125,0.001950335],"domain_scores_gemma":[0.9943501,0.0003311686,0.002384821,0.001668447,0.000337364,0.0009280478],"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":[0.0006528698,0.0004367357,0.2705719,0.001015436,0.0006739002,0.0001270098,0.001582413,0.003083711,0.0001903376,0.5235023,0.1979073,0.0002560534],"study_design_scores_gemma":[0.004578742,0.0006606451,0.01569006,0.00004314793,0.0001834003,0.0003695405,0.004320994,0.02104761,0.00006214689,0.008143702,0.9423358,0.002564175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287859,0.009968842,0.003642112,0.03079424,0.003993557,0.002096056,0.01683248,0.0004577382,0.003429126],"genre_scores_gemma":[0.9509892,0.00285017,0.0009879752,0.04046926,0.0006488559,0.0004123177,0.002552046,0.0001983096,0.0008918628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7444285,"threshold_uncertainty_score":0.999761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039252969","doi":"10.5565/rev/periferia.769","title":"Confusió mèdica i incertesa social: apunts etnogràfics sobre la construcció del risc durant la pandèmia per la Covid-19 a Catalunya","year":2020,"lang":"ca","type":"article","venue":"Perifèria Revista d investigació i formació en Antropologia","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Context (archaeology); Confusion; Ethnography; Political science; Art; Sociology; Geography; Archaeology; Medicine; Psychology; Anthropology","authors":[{"name":"Blai Taberner Curado","is_ca":true},{"name":"Gemma Domènech Vergés","is_ca":true},{"name":"Irene Iglesias Masferrer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0702617810099381,"gpt":0.3915021254353798,"spread":0.3212403444254417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004726287,0.001829071,0.002657874,0.0005111112,0.003434423,0.001063137,0.002157605,0.002128205,0.005710859],"category_scores_gemma":[0.005407846,0.00166348,0.0008519004,0.001205513,0.005234432,0.0009388221,0.002411545,0.004260942,0.003096229],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028067,"about_ca_system_score_gemma":0.006092042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050501,"about_ca_topic_score_gemma":0.00009046868,"domain_scores_codex":[0.9800708,0.01075826,0.003054103,0.002032513,0.001395423,0.002688907],"domain_scores_gemma":[0.9903508,0.002985871,0.001749632,0.001344893,0.0003898796,0.003178959],"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":[0.003643672,0.0006509221,0.01033408,0.01133027,0.001353419,0.002856851,0.121895,0.00002456826,0.001588946,0.3657929,0.4733233,0.007206106],"study_design_scores_gemma":[0.007216597,0.0005356317,0.001602385,0.0005424399,0.001001979,0.0004689395,0.05301144,0.001898318,0.0000383297,0.0008954275,0.930974,0.001814518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5059576,0.007580986,0.01404547,0.2077297,0.004110541,0.01678027,0.01254868,0.004036562,0.2272102],"genre_scores_gemma":[0.93161,0.007095173,0.001658706,0.05193091,0.001198656,0.000753216,0.001028202,0.0003479619,0.004377199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4576507,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}