{"id":"W1983244938","doi":"10.7202/042670ar","title":"Recent Reform of Social Security Adjudication in Great Britain","year":2005,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365225,0.0001069933,0.0002195168,0.000120187,0.0001949392,0.00001467411,0.0001874425,0.0005926483,0.0005562688],"category_scores_gemma":[0.0001125321,0.0001371653,0.00006321197,0.000784344,0.0007070016,0.0001867597,0.00001632895,0.0005224293,0.00003780568],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113879,"about_ca_system_score_gemma":0.0003093942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00264801,"about_ca_topic_score_gemma":0.04141657,"domain_scores_codex":[0.9982857,0.0002952432,0.0004544861,0.0002049745,0.000334097,0.0004254894],"domain_scores_gemma":[0.9993411,0.00005852714,0.0002018788,0.0001140017,0.0001772762,0.0001071938],"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":[0.00001176335,0.00007801323,0.0003180888,0.00005273984,0.000007355613,0.000002056435,0.04603773,7.946775e-7,0.000009050818,0.495759,0.0006237793,0.4570996],"study_design_scores_gemma":[0.000414212,0.00004938163,0.01065022,0.00007994579,0.00001081704,0.000002543845,0.03908234,0.0001617833,0.000179484,0.03868699,0.910493,0.0001893273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7112654,0.004186342,0.00005452565,0.235837,0.0002309408,0.0001663716,0.00001846523,0.00002784959,0.04821312],"genre_scores_gemma":[0.9824101,0.01034561,0.000236783,0.001417192,0.0005899669,0.00001312996,0.00001733047,0.00001187085,0.004957952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9098692,"threshold_uncertainty_score":0.9987053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618166471178165,"score_gpt":0.3168630092617248,"score_spread":0.2906813445499432,"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."}}