{"id":"W4404212701","doi":"10.1016/j.ejor.2024.11.012","title":"Where to plan shared streets: Development and application of a multicriteria spatial decision support tool","year":2024,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; École de Technologie Supérieure; Group for Research in Decision Analysis","funders":"","keywords":"Plan (archaeology); Computer science; Decision support system; Operations research; Development (topology); Development plan; Process management; Artificial intelligence; Business; Engineering; Geography; Mathematics; Civil engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007400201,0.00006055179,0.0001151711,0.000404697,0.0004021058,0.0002967231,0.0002177401,0.00001843,0.000153171],"category_scores_gemma":[0.000640851,0.00004942576,0.00003019987,0.0003445468,0.0001103087,0.0003766523,0.0001057632,0.0001586086,0.0001083533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007598356,"about_ca_system_score_gemma":0.0004343537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009251602,"about_ca_topic_score_gemma":0.000366791,"domain_scores_codex":[0.9975027,0.0003491586,0.000605003,0.000107955,0.001269811,0.0001653468],"domain_scores_gemma":[0.9981977,0.0002937613,0.00007220056,0.00006904836,0.001252639,0.0001146103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004616104,0.0001399407,0.01616872,0.0003267132,0.0002346883,0.0001609963,0.2641611,0.0003304607,0.00447622,0.02677261,0.0390159,0.647751],"study_design_scores_gemma":[0.0004936444,0.0003305455,0.08622899,0.0005913423,0.000006383401,0.00002857036,0.01274369,0.0005568996,0.0002466289,0.000100804,0.8985272,0.0001452876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214163,0.0007681026,0.05197402,0.004160567,0.0005345787,0.0009082631,0.00005188593,0.00002562207,0.02016061],"genre_scores_gemma":[0.9903407,0.00006531077,0.009011745,0.00003300623,0.0002479215,0.000006772457,0.000005242122,0.000007643568,0.0002816266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8595113,"threshold_uncertainty_score":0.3092713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07864304042390954,"score_gpt":0.3974138430354127,"score_spread":0.3187708026115031,"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."}}