{"id":"W1603695015","doi":"","title":"Considering User Needs Versus Environmental Constraints to Favour Intermodality","year":2010,"lang":"en","type":"article","venue":"TRANSED 2010: 12th International Conference on Mobility and Transport for Elderly and Disabled PersonsHong Kong Society for RehabilitationS K Yee Medical FoundationTransportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Public transport; Context (archaeology); Business; Action plan; Transit (satellite); Transport engineering; Plan (archaeology); Paratransit; Engineering; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003155996,0.0004027144,0.0003312919,0.001813713,0.00222641,0.004204543,0.001011975,0.001067781,0.008191675],"category_scores_gemma":[0.01021361,0.0002905739,0.0003704019,0.001849157,0.001800406,0.004473138,0.003250245,0.001071466,0.000502375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003587301,"about_ca_system_score_gemma":0.003047316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02251891,"about_ca_topic_score_gemma":0.07416128,"domain_scores_codex":[0.9961242,0.002089838,0.0001398648,0.0002098315,0.0007318818,0.0007044474],"domain_scores_gemma":[0.9925136,0.003129541,0.0006493834,0.0002347645,0.002323595,0.00114901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003295404,0.0006996299,0.6578988,0.0008719313,0.0001639518,0.001965489,0.107267,0.00709834,0.003135112,0.06264103,0.01317698,0.1447522],"study_design_scores_gemma":[0.0000296978,0.0004378916,0.4154439,0.0007135987,0.0001286028,0.0008574585,0.4298171,0.01797748,0.001939452,0.03053211,0.1019557,0.0001670915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871679,0.0005603156,0.00943551,0.007842039,0.0000523008,0.0002040056,0.0003075804,0.00006082097,0.1098584],"genre_scores_gemma":[0.9954023,0.0001304647,0.002477034,0.0002048775,0.00001228608,0.00004882532,0.00005739,0.00001423915,0.001652494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251891,"threshold_uncertainty_score":0.04477566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08190011945302275,"score_gpt":0.3998136986655478,"score_spread":0.3179135792125251,"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."}}