{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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"},"query_hash":"5f085848ebf7","filters":{"venue":"Communication Design"}},"results":[{"id":"W2790585430","doi":"10.1080/20557132.2017.1385262","title":"Information design research and practice","year":2017,"lang":"en","type":"article","venue":"Communication Design","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Context (archaeology); Computer science; Information design; Substrate (aquarium); Data science; Human–computer interaction; Information retrieval; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.2308006157735454,"gpt":0.4119555012476872,"spread":0.1811548854741418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007301809,0.00006810213,0.00007262556,0.000119505,0.001786667,0.001346568,0.002089862,0.00005512363,0.00000634929],"category_scores_gemma":[0.004098924,0.0000625149,0.00001262711,0.0001173766,0.0002514386,0.006719676,0.0008101136,0.0002638968,0.0001811794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003882317,"about_ca_system_score_gemma":0.00009965552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003213689,"about_ca_topic_score_gemma":0.000001261397,"domain_scores_codex":[0.998178,0.001046697,0.0002296422,0.00008448754,0.0002972949,0.0001638797],"domain_scores_gemma":[0.9941744,0.00224852,0.0002235571,0.002705378,0.0005830958,0.00006508053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001277149,0.00009490737,0.00008911958,0.00002572119,0.00001981256,6.386811e-7,0.02137528,0.0006559837,0.0001291889,0.4536774,0.01593659,0.5078677],"study_design_scores_gemma":[0.001506942,0.0005776249,0.02079253,0.00008488466,0.00001220008,0.0001532712,0.001251396,0.2929431,0.00480972,0.2948307,0.3824317,0.000606054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001029667,0.00008087432,0.9524183,0.01242331,0.00003838551,0.0003723137,3.327827e-7,0.00007676097,0.03448676],"genre_scores_gemma":[0.4982057,0.0001487997,0.50104,0.0004776023,0.000008663826,0.00004456926,0.000002372122,0.000002321394,0.00006997026],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5072616,"threshold_uncertainty_score":0.9996901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}