{"meta":{"query_hash":"5c83a43a48bf","filters":{"venue":"Editora da Universidade Federal do Piauí eBooks"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5c83a43a48bf","api":"https://metacan.xera.ac/api/v1/cohort?venue=Editora+da+Universidade+Federal+do+Piau%C3%AD+eBooks"},"results":[{"id":"W2910350336","doi":"10.26694/978-85-509-0411-5.p121","title":"RETHINKING JOURNALISM ON ONLINE ENVIRONMENT: players, business models and liability","year":2018,"lang":"en","type":"book-chapter","venue":"Editora da Universidade Federal do Piauí eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"European Regional Development Fund; Euskal Herriko Unibertsitatea; Ministerio de Economía y Competitividad; Eusko Jaurlaritza; University of Glasgow","keywords":"Liability; Journalism; Online business; Business; Business model; Advertising; Marketing; Computer science; Accounting; World Wide Web; The Internet","score_opus":0.048503584463083456,"score_gpt":0.2641293181477085,"score_spread":0.21562573368462506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910350336","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031142735,0.00065137644,0.00013441844,0.004288788,0.0074636326,0.0006551557,0.00014370351,0.0001331894,0.9834155],"genre_scores_gemma":[0.08336141,0.008640719,0.0010791617,0.0009144718,0.05469994,0.000011012328,0.00022451518,0.0001753044,0.8508935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975636,0.0001633041,0.00034832227,0.0005700376,0.0009483109,0.00040641302],"domain_scores_gemma":[0.99815166,0.00033049725,0.0004173314,0.00061593467,0.00021838429,0.00026622217],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005579137,0.00041375967,0.00046376867,0.00014891672,0.0021867,0.000348187,0.00065513514,0.0006855384,0.0005112584],"category_scores_gemma":[0.000069459216,0.0004206292,0.00013240198,0.000025356465,0.0011461469,0.00022813583,0.00044577036,0.0009354837,0.000037946105],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037472977,0.00015173077,0.000040424835,0.00015112743,0.00046386683,0.00008848403,0.07969507,0.00010178865,0.00002463917,0.75063556,0.14823888,0.020033708],"study_design_scores_gemma":[0.00041653632,0.000093231334,0.00002896381,0.00037803242,0.000071469694,0.0000013572721,0.00206466,0.000043502238,0.0000018900055,0.100756556,0.8957047,0.00043910908],"about_ca_topic_score_codex":0.0006556215,"about_ca_topic_score_gemma":0.0006397395,"teacher_disagreement_score":0.7474658,"about_ca_system_score_codex":0.0005704928,"about_ca_system_score_gemma":0.0002376328,"threshold_uncertainty_score":0.9998245},"labels":[],"label_agreement":null},{"id":"W2910991646","doi":"10.26694/978-85-509-0411-5.p243","title":"COMMUNICATION COLLECTIVES IN BRAZIL: Emergence and socio-historical contexts","year":2018,"lang":"en","type":"book-chapter","venue":"Editora da Universidade Federal do Piauí eBooks","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"European Regional Development Fund; Euskal Herriko Unibertsitatea; Ministerio de Economía y Competitividad; Eusko Jaurlaritza; University of Glasgow","keywords":"Geography; Sociology; History","score_opus":0.02915180948048221,"score_gpt":0.2973891682779212,"score_spread":0.26823735879743904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910991646","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007747277,0.0031219583,0.000022942779,0.0024509476,0.0036769193,0.000513235,0.000018659523,0.00010419083,0.9893164],"genre_scores_gemma":[0.124237426,0.0038168987,0.00019082958,0.00020630099,0.004261309,0.000023066483,0.00002258516,0.000048549955,0.86719304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979587,0.00031133025,0.00037122675,0.00043761448,0.0005767069,0.00034442366],"domain_scores_gemma":[0.9980189,0.0005833647,0.00032854677,0.00055420597,0.00031811305,0.00019682704],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00046608856,0.00032352522,0.0005002907,0.00025431882,0.0019218536,0.00019457896,0.000772585,0.00055751076,0.0006798311],"category_scores_gemma":[0.0001493982,0.00036528276,0.00011760418,0.00006137834,0.0014120177,0.00018789014,0.0004471544,0.0006722898,0.00006420483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109325214,0.000047623136,0.0006180697,0.000037303493,0.00014602726,0.000016358177,0.08851128,2.9478758e-7,0.000015028568,0.17560086,0.7305738,0.004324023],"study_design_scores_gemma":[0.00045033428,0.0000689366,0.00014689956,0.00018198554,0.000032066804,6.9409634e-7,0.010563547,0.0000015268794,0.0000024189676,0.026665756,0.96149796,0.0003878549],"about_ca_topic_score_codex":0.0016545367,"about_ca_topic_score_gemma":0.0063401703,"teacher_disagreement_score":0.23092417,"about_ca_system_score_codex":0.0010098796,"about_ca_system_score_gemma":0.00043233042,"threshold_uncertainty_score":0.9998799},"labels":[],"label_agreement":null},{"id":"W2911138457","doi":"10.26694/978-85-509-0411-5.p13","title":"The challenge of audience participation for regional media: professional and organisational strategies for community development","year":2018,"lang":"en","type":"book-chapter","venue":"Editora da Universidade Federal do Piauí eBooks","topic":"Media and Digital Communication","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"European Regional Development Fund; Euskal Herriko Unibertsitatea; Ministerio de Economía y Competitividad; Eusko Jaurlaritza; University of Glasgow","keywords":"Public relations; Sociology; Political science","score_opus":0.07036518923108274,"score_gpt":0.2846351949013549,"score_spread":0.21427000567027216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911138457","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012885885,0.0021067874,0.37363777,0.017169291,0.041356564,0.011113113,0.00066873996,0.0007474116,0.54031444],"genre_scores_gemma":[0.8191106,0.00017992366,0.052950453,0.00045721172,0.011027343,0.00054588646,0.0012275844,0.00015536942,0.11434563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99856544,0.000070533504,0.00037713384,0.00028521055,0.00046955518,0.00023213949],"domain_scores_gemma":[0.9962164,0.002061424,0.0004403366,0.0005330965,0.000640642,0.00010805599],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005165426,0.00024451676,0.00024128407,0.00008943988,0.0014478808,0.0002903211,0.0010000084,0.00023426008,0.000009658804],"category_scores_gemma":[0.00010947132,0.000198261,0.000075365526,0.000018433118,0.00048615545,0.0003792001,0.00046881827,0.00030120456,0.0000032222715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010188191,0.00003730343,0.0000031710297,0.00012274916,0.00006426457,4.2032664e-7,0.009599463,0.0000015578557,0.000033288397,0.9605798,0.02115447,0.0083016185],"study_design_scores_gemma":[0.0008405073,0.00039399564,0.00019127443,0.00030985655,0.000026651172,0.0000020994732,0.001615536,0.0003361364,0.00017680852,0.5076116,0.4880954,0.0004001728],"about_ca_topic_score_codex":0.000006353618,"about_ca_topic_score_gemma":0.00012164502,"teacher_disagreement_score":0.8062247,"about_ca_system_score_codex":0.00011474353,"about_ca_system_score_gemma":0.0010007626,"threshold_uncertainty_score":0.9998521},"labels":[],"label_agreement":null}]}