{"id":"W2766521183","doi":"10.1017/9781316105450.011","title":"Spatio-temporal Graphs","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Computer science; Geography","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":[0.0002828476,0.0007865131,0.0004166529,0.00191784,0.0006309138,0.002121945,0.0007642691,0.0005879309,0.0552981],"category_scores_gemma":[0.001427585,0.0003747438,0.0007130179,0.004608391,0.0005844707,0.003452878,0.0009280829,0.0009162491,0.01705818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000972315,"about_ca_system_score_gemma":0.000696156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005522457,"about_ca_topic_score_gemma":0.006916833,"domain_scores_codex":[0.9997541,0.00004252627,0.00001653018,0.00009388971,0.00007446941,0.00001843084],"domain_scores_gemma":[0.9994443,0.0002095849,0.00003316798,0.000152336,0.0001150509,0.00004556367],"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":[0.00004486908,0.00002039588,0.0004138486,0.0006400388,0.00004993793,0.0002521224,0.0002534105,0.01027956,0.001801924,0.5812209,0.1856868,0.2193362],"study_design_scores_gemma":[0.000006125382,0.00000998599,0.0005519362,0.0001270474,0.00002529243,0.0003721388,0.0001025009,0.00988334,0.0008004162,0.378527,0.6095771,0.00001714067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005846893,0.0165385,0.6400558,0.003902495,0.001895838,0.0001888328,0.02659395,0.004473263,0.3005045],"genre_scores_gemma":[0.1511657,0.04780334,0.3777856,0.001675051,0.001276439,0.0003948895,0.06637968,0.003216257,0.3503031],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0552981,"threshold_uncertainty_score":0.1849905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772968181758098,"score_gpt":0.205808031902459,"score_spread":0.178078350084878,"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."}}