{"id":"W7010790075","doi":"","title":"Item : URBAN DESIGN in DICTIONNAIRE PLURIEL DE LA MARCHE EN VILLESous la direction de Kaduna-Eve Demailly, Jérôme Monnet, Julie Scapino, Sophie Deraeve","year":2021,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban design; Publics; Urban policy; Architectural design; Urban planning","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":[0.0006005269,0.0007296581,0.0005186477,0.002229274,0.002488023,0.005198956,0.0006001221,0.001224322,0.05609168],"category_scores_gemma":[0.002626641,0.0002647737,0.0002932959,0.004430779,0.002573784,0.003239339,0.001890954,0.002038897,0.01528902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003560773,"about_ca_system_score_gemma":0.002671782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04171437,"about_ca_topic_score_gemma":0.08124559,"domain_scores_codex":[0.9992281,0.0002436113,0.0001085115,0.0001311084,0.0002389254,0.00004975435],"domain_scores_gemma":[0.9985731,0.0005962458,0.0001200376,0.000126547,0.0004682175,0.0001159499],"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":[0.00005560401,0.00001454675,0.001131259,0.0008376389,0.000007271628,0.0001754474,0.009283726,0.0002348599,0.0004683079,0.1009191,0.818536,0.06833629],"study_design_scores_gemma":[0.000001343559,0.000002579116,0.0007060034,0.0001935358,0.000001072778,0.00009616665,0.000988596,0.00003235573,0.00004764841,0.0007068395,0.99722,0.00000388662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01270895,0.06525259,0.01578221,0.03624217,0.02771384,0.0001779194,0.01086412,0.001037319,0.8302209],"genre_scores_gemma":[0.1429667,0.04768004,0.01525495,0.008107245,0.005528429,0.0002783442,0.01134957,0.002504454,0.7663301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05609168,"threshold_uncertainty_score":0.1876454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153432570423328,"score_gpt":0.2281947676804347,"score_spread":0.2166604419762014,"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."}}