{"id":"W4389248906","doi":"10.3917/pro.397.0014","title":"L’aide sociale reprend la rue","year":2023,"lang":"fr","type":"article","venue":"Revue Projet","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Political science; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00220323,0.0001580405,0.0002764432,0.00004615642,0.0006569349,0.0001701129,0.0005037829,0.0002985187,0.0005817346],"category_scores_gemma":[0.0007790136,0.0001732567,0.0001989135,0.002455094,0.0008982628,0.0004403861,0.0001394024,0.0002616725,0.00217475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085996,"about_ca_system_score_gemma":0.0006094289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388233,"about_ca_topic_score_gemma":0.009315941,"domain_scores_codex":[0.997533,0.0004241973,0.0002887728,0.0004711581,0.00051813,0.0007647609],"domain_scores_gemma":[0.9989202,0.0003613777,0.0002298611,0.0002214254,0.00007677953,0.0001903595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006269739,0.00007722057,0.01205653,0.0001243518,0.00003020743,0.00008453803,0.02897426,0.00001894029,0.00004960961,0.3171749,0.3049259,0.3364772],"study_design_scores_gemma":[0.0001285854,0.00003118924,0.01577526,0.0001451759,0.00002365748,0.000002994011,0.005340891,0.000165853,0.00001660028,0.02845194,0.9496786,0.0002392863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1483815,0.008228191,0.00003132104,0.2046936,0.007633136,0.0006023844,0.0001397324,0.0004189468,0.6298712],"genre_scores_gemma":[0.3163943,0.009048385,0.0003485756,0.0003635894,0.004451541,0.00005556043,0.000008229013,0.00002885145,0.669301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6447527,"threshold_uncertainty_score":0.9986022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0859175140856144,"score_gpt":0.3493152469174081,"score_spread":0.2633977328317937,"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."}}