{"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":"55be56d130b9","filters":{"venue":"LÍBERO. ISSN impresso: 1517-3283 / ISSN online: 2525-3166"}},"results":[{"id":"W2950107027","doi":"","title":"COMUNICAR DEVAGAR: Como o ensino, a pesquisa e a prática de Jornalismo podem se inspirar no movimento slow para desacelerar","year":2018,"lang":"pt","type":"article","venue":"LÍBERO. ISSN impresso: 1517-3283 / ISSN online: 2525-3166","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Michelle Prazeres","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08225846366739908,"gpt":0.3727979623848313,"spread":0.2905394987174322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005084389,0.000545465,0.0004402047,0.001277895,0.009918248,0.02696251,0.0008836199,0.003579768,0.02087194],"category_scores_gemma":[0.01272791,0.0002823209,0.0002316619,0.00370131,0.01604119,0.01597824,0.007963837,0.00498079,0.00774443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004464008,"about_ca_system_score_gemma":0.009938792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009161469,"about_ca_topic_score_gemma":0.01890462,"domain_scores_codex":[0.9959006,0.002182367,0.0001342589,0.0004100533,0.000834763,0.0005380455],"domain_scores_gemma":[0.9932576,0.003015656,0.0007135192,0.0005344756,0.000702213,0.001776475],"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":[0.0001004518,0.00005707031,0.004068271,0.0006108776,0.00002791014,0.0004099164,0.1758681,0.0001977215,0.001163079,0.3891271,0.2249698,0.2033997],"study_design_scores_gemma":[0.000009501197,0.00003733464,0.002382643,0.0005226213,0.00001165804,0.0002397766,0.06435737,0.0001082872,0.0002654492,0.02596277,0.9060789,0.00002368214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03582444,0.05180687,0.005142824,0.2537531,0.006617701,0.00004202341,0.0001478775,0.0002859805,0.6463793],"genre_scores_gemma":[0.640948,0.04536104,0.003054725,0.01204903,0.003296986,0.00008224206,0.0001530114,0.0004354166,0.2946196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02696251,"threshold_uncertainty_score":0.06982356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953134049","doi":"","title":"Da “sociedade da informação” à “sociedade 2.0”: o retorno dos discursos “míticos” sobre o papel das TICs nas sociedades","year":2016,"lang":"pt","type":"article","venue":"LÍBERO. ISSN impresso: 1517-3283 / ISSN online: 2525-3166","topic":"Education and Digital Technologies","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":"Université du Québec à Montréal","funders":"","keywords":"Information society; Sociology; Humanities; Network society; Political science; Philosophy; Social science","authors":[{"name":"Éric George","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06854077225893702,"gpt":0.3786824786403989,"spread":0.3101417063814619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01115573,0.0005970121,0.0005831987,0.00466362,0.009494839,0.01849825,0.001302089,0.004492168,0.005592582],"category_scores_gemma":[0.01612252,0.0002777372,0.0004568221,0.00594965,0.07656556,0.01746949,0.008384441,0.007393293,0.001210177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008116436,"about_ca_system_score_gemma":0.006691923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007532897,"about_ca_topic_score_gemma":0.005515414,"domain_scores_codex":[0.9848129,0.0104875,0.0005285256,0.001455726,0.00194666,0.0007686501],"domain_scores_gemma":[0.9867963,0.006745663,0.002022172,0.001625881,0.001751495,0.001058577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007874666,0.000005196722,0.0002748551,0.00007649465,0.000003326771,0.000048187,0.03703881,0.00003278265,0.00009373241,0.9543904,0.002875304,0.005152882],"study_design_scores_gemma":[0.00001028797,0.00004362046,0.001673872,0.0005952073,0.00001979909,0.0004157151,0.06302913,0.0006225443,0.000486689,0.32452,0.608541,0.00004208595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05290906,0.02285556,0.04512419,0.1496993,0.004467127,0.00006666393,0.0001438315,0.000394124,0.7243401],"genre_scores_gemma":[0.9606097,0.006370558,0.005130473,0.008583374,0.00148855,0.0001350023,0.00007569016,0.0002002965,0.01740628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01849825,"threshold_uncertainty_score":0.05899787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802119166","doi":"","title":"O Conar e a regulação da publicidade brasileira","year":2016,"lang":"pt","type":"article","venue":"LÍBERO. ISSN impresso: 1517-3283 / ISSN online: 2525-3166","topic":"Brazilian Legal Issues","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":"Université du Québec à Montréal","funders":"","keywords":"Democratization; Legitimacy; Political science; Public administration; Humanities; Law; Democracy; Politics","authors":[{"name":"Juliana Santos Botelho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06319081028371393,"gpt":0.3586441532053963,"spread":0.2954533429216824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006624424,0.00028492,0.0005053609,0.001994302,0.006214415,0.00766285,0.0007814365,0.001868424,0.004919204],"category_scores_gemma":[0.01357777,0.0003126599,0.0002923568,0.002274508,0.01254586,0.002967142,0.00294501,0.00309167,0.0004898179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01060988,"about_ca_system_score_gemma":0.02312014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1365452,"about_ca_topic_score_gemma":0.1916178,"domain_scores_codex":[0.9926723,0.002056361,0.000215634,0.001021746,0.002536402,0.001497591],"domain_scores_gemma":[0.9905578,0.003083952,0.001431178,0.001763967,0.002180901,0.0009822508],"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":[0.00004494025,0.00007343262,0.01403776,0.0002624823,0.00002057546,0.0004233773,0.029689,0.0004931635,0.001649171,0.8493295,0.01174618,0.09223048],"study_design_scores_gemma":[0.00002792851,0.0001389954,0.06665316,0.001098559,0.00005018821,0.0003707141,0.02624943,0.0009198514,0.001124253,0.05824012,0.845042,0.00008477023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.241037,0.007461736,0.005656829,0.04318269,0.0005400561,0.0001818577,0.0002598357,0.0002415629,0.7014384],"genre_scores_gemma":[0.9762167,0.0015004,0.001209583,0.001198596,0.0001311232,0.00003880878,0.00005146184,0.00002967648,0.0196236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1365452,"threshold_uncertainty_score":0.2715008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}