{"id":"W6911987514","doi":"10.5281/zenodo.15567390","title":"OPINIONS DE LA COMMUNAUTE SUR L'EVACUATION ET LA GESTION DES DECHETS MENAGERS; Cas du quartier Kingasani dans la ville de Kinshasa","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Population; Nature Conservation; Informal settlements; Epidemiological surveillance","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":[0.001834694,0.0001974693,0.0002326897,0.0004592856,0.002254555,0.000853688,0.0003335009,0.0005775718,0.003968508],"category_scores_gemma":[0.002744256,0.0002775558,0.0002153203,0.000490555,0.001456296,0.0007187055,0.001240577,0.0005677338,0.0003193439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349331,"about_ca_system_score_gemma":0.001682785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0774146,"about_ca_topic_score_gemma":0.1411485,"domain_scores_codex":[0.9992964,0.000281934,0.00006387364,0.00009258777,0.0001062683,0.0001589672],"domain_scores_gemma":[0.9979366,0.0006103466,0.0007178888,0.00006977357,0.0003361855,0.0003291895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001275904,0.00005235282,0.5163839,0.0002508398,0.00002760047,0.001384569,0.4681681,0.00006453253,0.002323596,0.0003603352,0.00050762,0.01034886],"study_design_scores_gemma":[0.000002934001,0.0001784146,0.5722709,0.0001037642,0.0000177969,0.0003614197,0.4218415,0.00008694638,0.0002606927,0.00004329014,0.004809644,0.00002262036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99879,0.0001265472,0.00005089423,0.0001452154,0.000006105296,0.000008818488,0.00002666477,8.521627e-7,0.0008449834],"genre_scores_gemma":[0.9975827,0.000205793,0.00009708002,0.00004843858,0.000004626701,0.0000163715,0.00001966304,0.000001011504,0.002024277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0774146,"threshold_uncertainty_score":0.153928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275341461840444,"score_gpt":0.2789101283034211,"score_spread":0.2513759821193767,"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."}}