{"id":"W6974404997","doi":"10.58079/uwxm","title":"Les politiques d’insertion, leurs parcours et leurs biographies","year":2017,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Context (archaeology); Subject (documents); Work (physics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.001606111,0.0006361456,0.000691849,0.0003321973,0.007730067,0.002203479,0.001560527,0.000718387,0.003018551],"category_scores_gemma":[0.0006227741,0.0007174852,0.0007251771,0.0005995308,0.004740134,0.0200226,0.0003351846,0.000622796,0.001202262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003786027,"about_ca_system_score_gemma":0.0004384342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1107834,"about_ca_topic_score_gemma":0.1004874,"domain_scores_codex":[0.9947739,0.001010404,0.000827571,0.0008612845,0.001204222,0.001322604],"domain_scores_gemma":[0.9961567,0.0002943015,0.001027703,0.0009963791,0.0008608071,0.0006641429],"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":[0.00003915454,0.0002980965,0.006507146,0.00005254053,0.0001490625,0.00001905823,0.002543118,0.00001114796,0.00005316172,0.8700503,0.1049021,0.01537513],"study_design_scores_gemma":[0.0006694717,0.0001974822,0.4501418,0.0003308473,0.0001698523,0.000009735711,0.01048918,0.00001033415,0.0001691703,0.05255804,0.4845231,0.0007308926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1073364,0.006468328,0.0002315515,0.6003631,0.01266364,0.001003541,0.00137514,0.000333706,0.2702246],"genre_scores_gemma":[0.8967837,0.02387343,0.0003662837,0.05838973,0.005119947,0.0002572292,0.0005072387,0.00009079719,0.01461165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8174923,"threshold_uncertainty_score":0.9995754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406690998777971,"score_gpt":0.3665021804028989,"score_spread":0.2258330805251019,"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."}}