{"id":"W4387576040","doi":"10.4324/9781003254829-12","title":"Promenade parlante","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":[0.000737057,0.0007908217,0.0003059693,0.0008480513,0.005839532,0.005305537,0.0007391456,0.00175499,0.03371656],"category_scores_gemma":[0.001565083,0.000294393,0.0002687705,0.0007905606,0.003881005,0.004325033,0.002614347,0.004767008,0.009806806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005258193,"about_ca_system_score_gemma":0.003653453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02495397,"about_ca_topic_score_gemma":0.04296849,"domain_scores_codex":[0.9992864,0.0002638396,0.00001108019,0.0001712577,0.0001945036,0.00007302669],"domain_scores_gemma":[0.9995035,0.0001924944,0.00002502202,0.00005077743,0.0001323854,0.00009580976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002678821,0.00003148167,0.0001867722,0.0001756354,0.000002855415,0.0002417758,0.01250719,0.0001276267,0.0002789937,0.4317814,0.5000862,0.05455334],"study_design_scores_gemma":[9.520658e-7,0.000004596013,0.00004912678,0.00005633971,5.684264e-7,0.00009822904,0.0006747068,0.00002223925,0.00009039969,0.00276795,0.9962326,0.000002263483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003208054,0.01956975,0.003638501,0.03350928,0.004382379,0.00009131519,0.0001749452,0.000281792,0.9351439],"genre_scores_gemma":[0.04321374,0.01043349,0.002023172,0.005445989,0.0008298833,0.000194693,0.00006839648,0.0003626344,0.9374281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03371656,"threshold_uncertainty_score":0.1127931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09997705497968692,"score_gpt":0.2745389645577279,"score_spread":0.1745619095780409,"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."}}