{"id":"W4376866491","doi":"10.3917/espri.2305.0047","title":"Démocratiser la finance ?","year":2023,"lang":"fr","type":"article","venue":"Esprit","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Political science; Economics; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.0008053617,0.0001885514,0.000312989,0.0000767922,0.0008135631,0.00003562886,0.0002256904,0.0005550001,0.002382979],"category_scores_gemma":[0.0003470688,0.0002094557,0.0001179365,0.0005706102,0.0001902428,0.0001725726,0.0001756915,0.0008948818,0.02098356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009885793,"about_ca_system_score_gemma":0.0003041992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037531,"about_ca_topic_score_gemma":0.0005746081,"domain_scores_codex":[0.9974921,0.0008162337,0.0003559196,0.0003161793,0.000248218,0.0007714021],"domain_scores_gemma":[0.9984804,0.0008174932,0.000123207,0.00033448,0.0001118886,0.0001325506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009099396,0.00005100573,0.007971616,0.000400412,0.0000325322,0.0001918177,0.07995701,0.000008000789,0.00002075986,0.07224295,0.8024978,0.03661701],"study_design_scores_gemma":[0.0003490987,0.0000301458,0.02252151,0.0005698027,0.00002660045,0.00000101373,0.01380573,0.0001360205,0.00003018875,0.01403271,0.9482703,0.0002269227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4461866,0.03023182,0.0004343659,0.1210766,0.01746933,0.001084612,0.0001848024,0.0009765425,0.3823552],"genre_scores_gemma":[0.3146081,0.006431601,0.0003796089,0.004041442,0.002349908,0.00007130071,0.00003161301,0.00006478077,0.6720216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2896664,"threshold_uncertainty_score":0.998529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03869010422786729,"score_gpt":0.3831193711250034,"score_spread":0.3444292668971361,"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."}}