{"id":"W1953863579","doi":"10.7202/005107ar","title":"Avance en âge, ressources économiques multiples et situations de vulnérabilité","year":2002,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002200073,0.0003873995,0.0005035969,0.00007807973,0.001179565,0.0003688731,0.0005440451,0.0004971704,0.001477296],"category_scores_gemma":[0.001248938,0.0004450305,0.0003551215,0.0002784331,0.002212639,0.0009395042,0.0001311861,0.0004744655,0.0002235163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122033,"about_ca_system_score_gemma":0.0002073264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04953803,"about_ca_topic_score_gemma":0.02323955,"domain_scores_codex":[0.9939028,0.003166869,0.0006851743,0.000643098,0.0004545483,0.001147502],"domain_scores_gemma":[0.9975782,0.001225889,0.0002901694,0.0003285567,0.0002245716,0.0003526164],"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":[0.000009286285,0.000588411,0.01955425,0.0001056796,0.00006341306,0.000002281124,0.4476114,0.0000193518,0.00004825992,0.5180972,0.006246999,0.007653489],"study_design_scores_gemma":[0.0006416677,0.0002817639,0.03500453,0.0002612713,0.0001421623,0.000002334664,0.1392852,0.0003814777,0.0007981358,0.4079442,0.4141602,0.001097075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6061927,0.00242792,0.0001177315,0.09836505,0.0006491181,0.000607357,0.0001982201,0.0003085991,0.2911333],"genre_scores_gemma":[0.9669983,0.01075627,0.001495422,0.003612514,0.00218829,0.0001651404,0.00002291392,0.00005140957,0.01470975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4079131,"threshold_uncertainty_score":0.9998001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.219902755636344,"score_gpt":0.4346339639123492,"score_spread":0.2147312082760052,"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."}}