{"id":"W4403420181","doi":"10.1016/j.compenvurbsys.2024.102201","title":"A graph-based modelling approach for the representation and analysis of urban conflicts","year":2024,"lang":"en","type":"article","venue":"Computers Environment and Urban Systems","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Representation (politics); Geography; Graph; Computer science; Cartography; Regional science; Theoretical computer science; Political science; Law","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":[0.0008310371,0.0008940661,0.0008455322,0.002419852,0.0009962147,0.002267198,0.002529642,0.001417812,0.006138272],"category_scores_gemma":[0.003215724,0.0005178761,0.002183835,0.00368529,0.001065445,0.002552811,0.001580214,0.00140415,0.0009567154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467181,"about_ca_system_score_gemma":0.001646199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02888668,"about_ca_topic_score_gemma":0.02985224,"domain_scores_codex":[0.9993615,0.0003333883,0.00004516381,0.0001032299,0.0001150655,0.00004174428],"domain_scores_gemma":[0.9985117,0.0009768836,0.000114266,0.0001741825,0.0001518197,0.00007118769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002310726,0.00005137943,0.0006103461,0.0001289439,0.0000805302,0.0001828608,0.000307456,0.6484969,0.000687446,0.3234395,0.002838671,0.02315278],"study_design_scores_gemma":[0.000009102875,0.00001146075,0.0001390326,0.00002637171,0.00003038378,0.00004900474,0.00007224317,0.8141628,0.0001357422,0.1776343,0.007717134,0.00001246049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003622221,0.0002287708,0.9906679,0.0003616129,0.00003842761,0.00007292503,0.0005138744,0.0002791565,0.004215223],"genre_scores_gemma":[0.240651,0.001336397,0.7486001,0.0001927511,0.00009306549,0.0003968926,0.001685865,0.0002499764,0.00679396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02888668,"threshold_uncertainty_score":0.05743706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447227681341964,"score_gpt":0.2544984821519082,"score_spread":0.2100262053384886,"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."}}