{"id":"W4250221826","doi":"10.1007/978-1-4939-7131-2_101347","title":"Time-Aggregated Graphs","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005103063,0.0007322518,0.0005011081,0.002092611,0.0007808104,0.002221556,0.0009753467,0.0005231253,0.01675004],"category_scores_gemma":[0.002822669,0.0004134576,0.0005829717,0.003492982,0.0007243903,0.005165717,0.00148343,0.001887453,0.005616656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112268,"about_ca_system_score_gemma":0.0005088026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618436,"about_ca_topic_score_gemma":0.00177813,"domain_scores_codex":[0.9993777,0.0001035963,0.00002760527,0.0002251206,0.0002153102,0.00005060427],"domain_scores_gemma":[0.9985657,0.0003429306,0.00009398779,0.000620087,0.000282407,0.00009492553],"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":[0.00003796052,0.00002629117,0.0002135144,0.0001087546,0.00002393434,0.00005437317,0.0001413511,0.01140038,0.001565071,0.8348198,0.03820375,0.1134049],"study_design_scores_gemma":[0.000004646416,0.00001152922,0.000278675,0.00002947657,0.00002133575,0.0001134429,0.00004830312,0.02722267,0.001572445,0.8627371,0.1079493,0.00001094083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01472834,0.002131958,0.8007109,0.001628503,0.0009224099,0.0001109609,0.002621181,0.002921778,0.174224],"genre_scores_gemma":[0.354561,0.007801881,0.4052911,0.001186771,0.00179895,0.000268499,0.01080943,0.003706063,0.2145762],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01675004,"threshold_uncertainty_score":0.05603445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369324400693725,"score_gpt":0.2195485923226717,"score_spread":0.2058553483157345,"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."}}