{"id":"W4248009977","doi":"10.4000/rea.502","title":"Réformes sociales","year":2006,"lang":"fr","type":"article","venue":"Regards sur l’économie allemande","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Mathematics; Computer science; Combinatorics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000816239,0.0004408591,0.0007486262,0.00008797819,0.0024863,0.0001738418,0.0004378295,0.0004970916,0.001951162],"category_scores_gemma":[0.0001606018,0.0004842319,0.0005430569,0.0003519753,0.002480654,0.0005214842,0.0002130702,0.0003096888,0.0007022476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912332,"about_ca_system_score_gemma":0.0008591749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.123868,"about_ca_topic_score_gemma":0.1703562,"domain_scores_codex":[0.9968727,0.0003012504,0.0006516242,0.000570511,0.0004257871,0.001178096],"domain_scores_gemma":[0.9985231,0.00047543,0.0003097505,0.0002792382,0.0001981404,0.0002143243],"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":[0.00001307229,0.0002000558,0.004909254,0.00005408075,0.0001996554,0.00001924648,0.003606782,0.00004613915,0.000004712028,0.6657887,0.3116885,0.01346982],"study_design_scores_gemma":[0.0006675418,0.00005333515,0.007766884,0.0000651235,0.00009730239,0.000001736035,0.001344748,0.00006284082,0.0000387939,0.1096963,0.8796698,0.0005355699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06283315,0.1062659,0.0001476113,0.02917854,0.005490506,0.000448828,0.00007669778,0.000207979,0.7953508],"genre_scores_gemma":[0.4664985,0.009809153,0.0003552613,0.0006184166,0.006951865,0.00004093918,0.00002303406,0.00005217026,0.5156507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5679812,"threshold_uncertainty_score":0.9997609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05578229432738216,"score_gpt":0.2513782981645531,"score_spread":0.195596003837171,"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."}}