{"id":"W6990465921","doi":"","title":"Dialogue architecte et population locale pour le confort des logements à Mbanza – Ngungu","year":2023,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Population; Public accounting; Historiography; Secondary education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003318096,0.0004354736,0.0009440576,0.000951793,0.001811575,0.001073451,0.002282801,0.0002117774,0.003315952],"category_scores_gemma":[0.0004784084,0.0004419217,0.0004497896,0.004198551,0.001322409,0.002218771,0.00138948,0.0005084044,0.0001354094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836551,"about_ca_system_score_gemma":0.0003610625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07746094,"about_ca_topic_score_gemma":0.008137533,"domain_scores_codex":[0.9952863,0.0009189415,0.001061865,0.0005885317,0.001108788,0.001035556],"domain_scores_gemma":[0.9971533,0.0006062682,0.0009997437,0.0003927828,0.000405428,0.0004425105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104158,0.0003364064,0.7722082,0.0001687127,0.000605431,0.00006011192,0.009706695,0.00121131,0.001014557,0.002832461,0.1385377,0.07321423],"study_design_scores_gemma":[0.0005660075,0.00002029162,0.8563487,0.0005491828,0.0001480914,0.000003330719,0.006260972,0.0001524148,0.0001768564,0.05650586,0.07871472,0.0005536003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147233,0.03219627,0.0007147641,0.00339742,0.002712123,0.000823859,0.0002033938,0.0001252262,0.04510361],"genre_scores_gemma":[0.9508244,0.0407882,0.0002823325,0.000536669,0.0005561121,0.0000552582,0.00005783631,0.00006552745,0.006833692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08414049,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3650049171674326,"score_gpt":0.5722915386678756,"score_spread":0.207286621500443,"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."}}