{"id":"W4377245607","doi":"10.3917/vst.158.0102","title":"Service public français entre digitalisation, externalisation et invisibilisation","year":2023,"lang":"fr","type":"article","venue":"VST - Vie sociale et traitements","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science; Humanities; Social innovation; Business; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004649437,0.0002976507,0.0003063003,0.001867163,0.005498328,0.01149093,0.0006397061,0.002215348,0.01092906],"category_scores_gemma":[0.008567192,0.0002820671,0.0003469118,0.003507041,0.02254297,0.007826553,0.00663616,0.002896806,0.0007225096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01865742,"about_ca_system_score_gemma":0.0121476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04746152,"about_ca_topic_score_gemma":0.03887411,"domain_scores_codex":[0.9924643,0.003257561,0.0002453811,0.0008161257,0.001548817,0.001667846],"domain_scores_gemma":[0.9931206,0.002952798,0.001175603,0.0008218208,0.0009010351,0.001028092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002603498,0.00002194558,0.002019562,0.00004863242,0.000007782382,0.0001066036,0.01647559,0.0001665506,0.0002164904,0.9663158,0.00240366,0.01219131],"study_design_scores_gemma":[0.00004052685,0.00009938416,0.01943356,0.0005942417,0.00002222563,0.0003558361,0.0559808,0.0007633363,0.0009677721,0.1735285,0.7481549,0.00005877724],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2790616,0.003588736,0.006212573,0.05832439,0.000203212,0.00008094192,0.0002089321,0.00008362748,0.6522359],"genre_scores_gemma":[0.9684059,0.001044812,0.0004206751,0.0008996699,0.00009102267,0.00004302523,0.00003721117,0.00002739141,0.02903034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04746152,"threshold_uncertainty_score":0.1353697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09720241929876158,"score_gpt":0.3539705993113266,"score_spread":0.256768180012565,"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."}}