{"id":"W4400033339","doi":"10.2139/ssrn.4872160","title":"Just Friends? Managers' Connections to Judges","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Psychology; Social psychology; Law; Political science","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":[0.005890072,0.0001826208,0.0003823679,0.001713733,0.01742399,0.01226977,0.001347118,0.004405625,0.02895377],"category_scores_gemma":[0.07372272,0.0004637369,0.0001572763,0.001430619,0.00770266,0.008744,0.005505568,0.008275287,0.002590965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004417577,"about_ca_system_score_gemma":0.005271301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042698,"about_ca_topic_score_gemma":0.02665689,"domain_scores_codex":[0.9866847,0.008219936,0.0002177902,0.0007738998,0.001823944,0.00227959],"domain_scores_gemma":[0.9482938,0.02248355,0.006091671,0.001538505,0.004657231,0.01693521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009932762,0.0002725755,0.04703031,0.00006728571,0.00004186867,0.002588791,0.5565637,0.0001168708,0.0003519036,0.1550676,0.1881913,0.04960853],"study_design_scores_gemma":[0.00004142237,0.0001084517,0.02386682,0.0002014099,0.00004135274,0.0007750803,0.5643471,0.0003843078,0.0002717267,0.04430802,0.3655799,0.0000744206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.429444,0.001346728,0.001410221,0.180004,0.001471866,0.00003091641,0.00007056107,0.00008987913,0.3861318],"genre_scores_gemma":[0.9633704,0.0002613943,0.0001182719,0.00759769,0.000241098,0.00001600093,0.00001428779,0.00003696018,0.02834385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02895377,"threshold_uncertainty_score":0.09685999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284526416865263,"score_gpt":0.3848042118545272,"score_spread":0.3563515701680009,"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."}}