{"id":"W2559893533","doi":"10.5151/despro-ped2016-0055","title":"DESIGN GRÁFICO DE IMPRESSOS EFÊMEROS – UM OLHAR SOBRE A PRODUÇÃO DE PANFLETOS ANTIGUERRA DO VIETNÃ EM SEATTLE","year":2016,"lang":"pt","type":"article","venue":"","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001018455,0.0006513739,0.0005861996,0.0001920218,0.0002958184,0.001117758,0.001983095,0.0002981146,0.0003822812],"category_scores_gemma":[0.0003256964,0.0004473125,0.0002671997,0.0005973276,0.0002245701,0.001769285,0.0008601903,0.0002847374,0.002786683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695284,"about_ca_system_score_gemma":0.0007171232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003334398,"about_ca_topic_score_gemma":0.00001134123,"domain_scores_codex":[0.9949015,0.0003810823,0.0006443165,0.001377292,0.0007887812,0.001907016],"domain_scores_gemma":[0.9967041,0.0004744182,0.0002258601,0.001434218,0.0002333863,0.0009280288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002420515,0.001853016,0.007482682,0.000342258,0.0003148669,0.0003866292,0.01454026,0.00004106171,0.1761101,0.00650667,0.1081911,0.6839894],"study_design_scores_gemma":[0.00631856,0.004671474,0.01066732,0.002547909,0.0002452635,0.0005272481,0.001216151,0.0461255,0.8536236,0.007946316,0.06197083,0.004139834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08962248,0.0003992783,0.8945101,0.004385533,0.001508576,0.001608119,0.00003746823,0.000674069,0.007254396],"genre_scores_gemma":[0.9619419,0.0001633773,0.009330158,0.001609417,0.0004730602,0.0001633448,0.000002771844,0.00008415871,0.0262318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8851799,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449877528097207,"score_gpt":0.2900054559385427,"score_spread":0.2455066806575706,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}