{"id":"W2952887472","doi":"10.2139/ssrn.3590216","title":"Are ISS Recommendations Informative? Evidence from Assessments of Compensation Practices","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Compensation (psychology); Psychology; Actuarial science; Business; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004309773,0.0001221414,0.0003057675,0.0001498482,0.0002044134,0.0003635238,0.0008670406,0.00006247895,0.0004265544],"category_scores_gemma":[0.006693149,0.00009509401,0.0001229791,0.000447321,0.00004309645,0.002467311,0.0001179535,0.001021616,0.0002680817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305367,"about_ca_system_score_gemma":0.001000473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007872149,"about_ca_topic_score_gemma":0.0003317989,"domain_scores_codex":[0.997095,0.000290126,0.001023092,0.0002461288,0.0007729881,0.0005726625],"domain_scores_gemma":[0.9929209,0.001858111,0.004372492,0.0002530414,0.0004787914,0.00011667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002220316,0.0001134597,0.06545658,0.000002503919,0.00009884204,0.000003171459,0.001652306,0.0007146114,0.0005203012,0.001597403,0.003541589,0.9260772],"study_design_scores_gemma":[0.001135786,0.0009647156,0.03529185,0.0002646366,0.0001272141,0.00008427687,0.05692144,0.0165171,0.0005455497,0.8672539,0.02043993,0.0004536083],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612029,0.0003371112,0.02746827,0.0102296,0.000298346,0.00009462912,0.00002264225,0.0000148871,0.0003315996],"genre_scores_gemma":[0.9968211,0.0007440089,0.00184926,0.0003710408,0.0001234537,0.000001866989,0.000004641923,0.000007604383,0.00007701206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9256236,"threshold_uncertainty_score":0.8012807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3384387576773252,"score_gpt":0.4904059764133284,"score_spread":0.1519672187360032,"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."}}