{"id":"W2965963890","doi":"10.4000/vertigo.23083","title":"Restructuration urbaine et recomposition paysagère dans la ville de Yaoundé","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004217126,0.0001498883,0.00017069,0.00003388881,0.0008260995,0.0001193616,0.0001575272,0.0002270189,0.0004437065],"category_scores_gemma":[0.0001878016,0.0001551901,0.0000914608,0.0003807052,0.001245088,0.0003227277,0.00004760866,0.0001691241,0.0001790759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299186,"about_ca_system_score_gemma":0.0001821336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007870642,"about_ca_topic_score_gemma":0.02103501,"domain_scores_codex":[0.9983132,0.0005723663,0.0002057508,0.0002371864,0.0002765092,0.0003949367],"domain_scores_gemma":[0.9993813,0.0001439858,0.0000901258,0.0001274614,0.0001337921,0.0001233491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002430443,0.00006822344,0.003971108,0.00001787363,0.00005298345,0.00001082824,0.1921192,0.00000470431,0.001190773,0.7550709,0.04303687,0.004432209],"study_design_scores_gemma":[0.0003205817,0.0002195795,0.03511547,0.0001028558,0.00005911203,0.000006337104,0.006155628,0.0003897474,0.0004587201,0.06091508,0.8959703,0.0002866152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6024161,0.006321093,0.004942367,0.02254003,0.004913738,0.0002794543,0.00003332775,0.0001658957,0.358388],"genre_scores_gemma":[0.9711953,0.001529845,0.00235655,0.0007980391,0.002244706,0.00001269551,0.00001543378,0.00001847579,0.0218289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8529334,"threshold_uncertainty_score":0.998736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041019121449352,"score_gpt":0.2744750738119374,"score_spread":0.2540648825974439,"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."}}