{"id":"W2034251716","doi":"10.1068/a3897","title":"From Excess Commuting to Commuting Possibilities: More Extension to the Concept of Excess Commuting","year":2007,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Metropolitan area; Probabilistic logic; Extreme value theory; Extension (predicate logic); Sample (material); Standard deviation; Distribution (mathematics); Mathematics; Order (exchange); Econometrics; Statistics; Computer science; Geography; Economics; Thermodynamics; Physics; Mathematical analysis","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":[0.004183009,0.000450272,0.0007973995,0.002765062,0.0008397591,0.002603642,0.001187219,0.0006459071,0.003966962],"category_scores_gemma":[0.01460856,0.0002845651,0.0009834381,0.003359727,0.006376917,0.005469628,0.002650273,0.001580436,0.0001532327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077631,"about_ca_system_score_gemma":0.0006528078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484878,"about_ca_topic_score_gemma":0.001394872,"domain_scores_codex":[0.9967862,0.001369201,0.0003247782,0.0007400615,0.0005712262,0.0002085623],"domain_scores_gemma":[0.9865519,0.008585233,0.001889232,0.001419079,0.0009171802,0.0006374083],"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":[0.0001406266,0.00009790187,0.0509434,0.0003219995,0.0001489984,0.0002087074,0.002693031,0.01683214,0.0006781715,0.8903738,0.0008481251,0.03671319],"study_design_scores_gemma":[0.00002377247,0.000192842,0.03551398,0.0001232678,0.00006683196,0.0005259707,0.001784961,0.0284959,0.0003503805,0.9244096,0.00844803,0.00006458675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5884848,0.003044815,0.3740532,0.002901671,0.0001619995,0.00009427872,0.001054807,0.0001214082,0.03008308],"genre_scores_gemma":[0.9857171,0.0003706214,0.01284102,0.0001082722,0.0001026303,0.00005810402,0.0001256579,0.0000189313,0.0006578321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004183009,"threshold_uncertainty_score":0.02212214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333019303363401,"score_gpt":0.2859551197742112,"score_spread":0.2626249267405772,"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."}}