{"id":"W1510858968","doi":"","title":"Pension Plans and Class Actions: The Vivendi Case","year":2014,"lang":"en","type":"article","venue":"Defense Counsel Journal","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law; Supreme court; Class action; Pension; Commission; Business; Judgement; Political science; Public administration; State (computer science)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005851777,0.0001231898,0.0001197667,0.00007092953,0.0008022383,0.0005554045,0.0001069416,0.00004616757,0.0001252958],"category_scores_gemma":[0.00006680508,0.00008087112,0.0000583287,0.000146874,0.00006771238,0.0006446873,0.00003905866,0.0002920585,0.0001474962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001692862,"about_ca_system_score_gemma":0.00001675381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763075,"about_ca_topic_score_gemma":0.0007294971,"domain_scores_codex":[0.999225,0.00002180478,0.0001870548,0.000135104,0.0002287759,0.0002022938],"domain_scores_gemma":[0.9993044,0.0000859054,0.0002740282,0.0001612211,0.0001544413,0.00001997549],"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":[0.0006792388,0.0002808138,0.04279474,0.0002071937,0.0002386832,0.008972808,0.00137408,0.0004765827,0.003076791,0.2900349,0.5234389,0.1284252],"study_design_scores_gemma":[0.0005265131,0.00001459157,0.004832092,0.00004084047,0.00007384811,0.00908745,0.0005302729,0.003125057,0.00000639511,0.005341494,0.9762653,0.0001561067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845536,0.0002194579,0.0009647857,0.002652824,0.0007209727,0.00008731551,0.000003740581,0.0000392744,0.01075803],"genre_scores_gemma":[0.9941028,0.0002328176,0.00002369961,0.003497594,0.001853589,0.000002537309,0.000002733483,0.00001591632,0.0002683246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4528265,"threshold_uncertainty_score":0.617025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570893351656532,"score_gpt":0.2206407790875725,"score_spread":0.1949318455710071,"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."}}