{"id":"W4405134769","doi":"10.2139/ssrn.5048011","title":"Who is More Likely to Support or Oppose Pedestrianization Projects?","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Business; Political science","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":[0.001158502,0.0001752066,0.0003843958,0.001285915,0.001325291,0.002496822,0.0005504185,0.001941825,0.01361683],"category_scores_gemma":[0.008324112,0.0003080207,0.0004238484,0.0009951546,0.0008252705,0.001669497,0.0005080383,0.001596801,0.002482783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003217551,"about_ca_system_score_gemma":0.001086273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01653954,"about_ca_topic_score_gemma":0.01733914,"domain_scores_codex":[0.9990783,0.0002617745,0.00005225216,0.0000991635,0.0001128953,0.0003955702],"domain_scores_gemma":[0.9906349,0.002033272,0.003048166,0.0002323874,0.0006977161,0.003353515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145009,0.0003364429,0.9771953,0.00004553303,0.0001392506,0.0005278087,0.002207784,0.0001199065,0.0002165909,0.0007107134,0.003880954,0.01440519],"study_design_scores_gemma":[0.0000477915,0.0002269851,0.9284075,0.0002515505,0.0002081332,0.002106291,0.05232432,0.0009896469,0.0003701592,0.00277941,0.01222588,0.00006221452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835585,0.0006167881,0.0001460352,0.006432006,0.0001765909,0.00001525116,0.000358954,0.000004511016,0.008691377],"genre_scores_gemma":[0.9957668,0.0005467334,0.00006932054,0.0009101367,0.0001558967,0.00001281392,0.0001676093,0.000006481656,0.002364289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01653954,"threshold_uncertainty_score":0.04555285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789087935895361,"score_gpt":0.2801523067958251,"score_spread":0.2622614274368715,"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."}}