{"id":"W1522010780","doi":"10.1002/atr.1214","title":"A theoretical foundation for the relationship between generalized origin–destination matrix and flow matrix based on ordinal graph trajectories","year":2012,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ateneo de Manila University","keywords":"Matrix (chemical analysis); Ordinal data; Mathematics; Foundation (evidence); Graph theory; Graph; Flow (mathematics); Combinatorics; Discrete mathematics; Algebra over a field; Statistics; Pure mathematics; Geometry; Geography; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002461276,0.0004692003,0.0004040794,0.003172656,0.001325674,0.002570793,0.0009903796,0.0007546717,0.01196186],"category_scores_gemma":[0.01953433,0.0003980146,0.001021611,0.00292817,0.004491452,0.005969783,0.002002049,0.001658894,0.0007809023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916474,"about_ca_system_score_gemma":0.001144866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071676,"about_ca_topic_score_gemma":0.00272569,"domain_scores_codex":[0.9981025,0.0007930424,0.0001113633,0.0005092701,0.0003341759,0.0001496173],"domain_scores_gemma":[0.9856678,0.008991955,0.00201914,0.0009965701,0.001791621,0.0005328764],"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":[0.00000633078,0.00001034614,0.0009324682,0.00002078213,0.000006950787,0.00002640105,0.0001853173,0.005319151,0.0001293649,0.9884081,0.0003112699,0.0046435],"study_design_scores_gemma":[0.000006603147,0.00001816667,0.00103682,0.00002583649,0.000006532339,0.00004686999,0.0001928113,0.06671416,0.0001048801,0.929289,0.002541579,0.00001668642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05009338,0.0002623163,0.9302595,0.001285819,0.00006537806,0.00006213225,0.0004645633,0.0001298589,0.01737695],"genre_scores_gemma":[0.7942014,0.0004518545,0.1996062,0.0001890735,0.0001322689,0.0003045415,0.0004979086,0.00008323062,0.004533566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01196186,"threshold_uncertainty_score":0.04001647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256797310431043,"score_gpt":0.3592210607961165,"score_spread":0.3266530876918061,"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."}}