{"id":"W4206735474","doi":"10.7202/1083291ar","title":"Mobilités résidentielles et vulnérabilité des ménages dans les quartiers périphériques de Brazzaville (République du Congo)","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of Regional Science","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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"],"consensus_categories":["sts"],"category_scores_codex":[0.003718835,0.0002560714,0.0004407429,0.0002817428,0.002941716,0.0006177573,0.001022833,0.0002154283,0.0004472377],"category_scores_gemma":[0.003370655,0.0002605496,0.0003463633,0.001922475,0.01581611,0.001444675,0.0000679137,0.0005270728,0.0000100795],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201946,"about_ca_system_score_gemma":0.02380755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3265045,"about_ca_topic_score_gemma":0.7747431,"domain_scores_codex":[0.9961655,0.0007612746,0.0005837858,0.0004092639,0.0009303209,0.00114984],"domain_scores_gemma":[0.9950792,0.000498854,0.0003588811,0.000207699,0.001981046,0.001874306],"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":[0.000009132821,0.0001093083,0.0849823,0.00005451776,0.0001038715,0.0007588104,0.1583029,0.0004136381,0.0005217933,0.6903097,0.05466022,0.009773834],"study_design_scores_gemma":[0.0003494534,0.0002920687,0.09089059,0.000507451,0.00006957404,0.0005511357,0.1405415,0.0001007494,0.0005774774,0.08949648,0.676083,0.0005405478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7486277,0.1246164,0.001061711,0.07650332,0.002837824,0.0001536227,0.00003436132,0.00001854061,0.04614656],"genre_scores_gemma":[0.9773819,0.008816626,0.001659985,0.001410112,0.000777261,0.000005220991,0.000001405177,0.00001786483,0.009929599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6214227,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661858064892879,"score_gpt":0.2838199641856474,"score_spread":0.2372013835367186,"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."}}