{"id":"W4233675722","doi":"10.1086/704332","title":"Contributors","year":2019,"lang":"en","type":"article","venue":"American Journal of Sociology","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Politics; Elite; Corporate governance; Management; Social science; Political science; Law; Economics","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":[0.000185089,0.00006028634,0.0002892732,0.00006080871,0.00004642655,0.00001740243,0.0001090558,0.00001582976,0.0002618503],"category_scores_gemma":[0.00004920644,0.00004680841,0.00008199855,0.0000623073,0.0002120249,0.0001932506,0.0000506759,0.0001093084,0.000337579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002443927,"about_ca_system_score_gemma":0.00001499286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004311661,"about_ca_topic_score_gemma":0.000004109556,"domain_scores_codex":[0.9995605,0.000007613284,0.0002005018,0.00006108895,0.00003349825,0.0001367331],"domain_scores_gemma":[0.9993176,0.00005678525,0.0004178029,0.00005078732,0.000150857,0.000006105478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003029321,0.00006663767,0.8507897,0.00001763861,0.0004025463,0.00001716742,0.0007196308,0.0002595214,0.0004502732,0.0908929,0.01946173,0.03661929],"study_design_scores_gemma":[0.001596247,0.0004872516,0.1950499,0.0000181173,0.00006850367,0.00002608087,0.01477712,0.0002941476,0.000008119956,0.007519531,0.7798528,0.0003021452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916655,0.0000936989,0.00005235587,0.00258444,0.0006108702,0.0000315504,5.041782e-7,0.000005173473,0.004955941],"genre_scores_gemma":[0.9947848,0.00003202602,0.00005461476,0.004115458,0.0009362767,4.184141e-7,7.427294e-7,0.000005946533,0.00006977161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7603911,"threshold_uncertainty_score":0.4339007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006207289995783067,"score_gpt":0.2096900846234236,"score_spread":0.2034827946276405,"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."}}