{"id":"W4416659950","doi":"10.47854/rse3tt10","title":"Citoyenneté","year":2025,"lang":"","type":"article","venue":"Anthropen","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000731101,0.0001675992,0.0002770864,0.0000451927,0.001717654,0.0003898894,0.00107327,0.0001828459,0.005470291],"category_scores_gemma":[0.0002583506,0.0001606952,0.0001465834,0.001803256,0.001813498,0.0004529208,0.0002550208,0.0001807121,0.0007475057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524719,"about_ca_system_score_gemma":0.001013268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1030459,"about_ca_topic_score_gemma":0.02866,"domain_scores_codex":[0.9978692,0.0001852166,0.0003004123,0.0004778905,0.0005072991,0.0006599781],"domain_scores_gemma":[0.9991738,0.0001455731,0.0001547844,0.0002810787,0.0001064226,0.0001383099],"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":[0.00001672332,0.0001253298,0.01474254,0.00001765055,0.00005295971,0.000009806429,0.01240134,0.000002801574,0.00003744619,0.333912,0.4893511,0.1493304],"study_design_scores_gemma":[0.0002308079,0.00004252262,0.02659277,0.0001209022,0.00003252324,1.167551e-7,0.0209244,0.00003691211,0.0000955052,0.01081637,0.9408785,0.0002286964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03145241,0.003639031,0.0002026412,0.05913825,0.006273224,0.0004060962,0.00001177114,0.00004694124,0.8988296],"genre_scores_gemma":[0.8459324,0.004607347,0.00005303952,0.001676743,0.0005271833,0.000009887201,5.986968e-7,0.000005761588,0.1471871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.81448,"threshold_uncertainty_score":0.999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407831114543127,"score_gpt":0.3742050768769529,"score_spread":0.3501267657315216,"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."}}