{"id":"W2906826246","doi":"10.2139/ssrn.3262070","title":"Political Cycles and Analyst Bias","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Politics; Political science; Psychology; Law","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":[0.004861644,0.0001156648,0.0003047664,0.001339335,0.0006582867,0.003442441,0.000271732,0.001285953,0.01115486],"category_scores_gemma":[0.03957631,0.0001819132,0.0001751868,0.00135126,0.001755272,0.001777863,0.0006872998,0.0009571794,0.0006475957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009186092,"about_ca_system_score_gemma":0.0007160963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086753,"about_ca_topic_score_gemma":0.002277272,"domain_scores_codex":[0.9985521,0.0007363475,0.00005150076,0.000179522,0.0002197264,0.0002606522],"domain_scores_gemma":[0.9646579,0.02364907,0.007487756,0.001693323,0.001379921,0.001132083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009055177,0.0001390328,0.2092502,0.00009996563,0.0002030397,0.0004580622,0.002985118,0.003038218,0.001206602,0.6905096,0.01196211,0.07924243],"study_design_scores_gemma":[0.0002052623,0.0001116079,0.154165,0.00006200327,0.0001230057,0.0003339299,0.00197464,0.0123982,0.001093867,0.7985103,0.03097886,0.00004340559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581532,0.004163683,0.006583661,0.02381638,0.0002639695,0.00004110621,0.0002579727,0.00009012762,0.1066299],"genre_scores_gemma":[0.9945576,0.0003423606,0.0001471371,0.0003697383,0.0001659324,0.000005297994,0.00002292651,0.00001059759,0.00437842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115486,"threshold_uncertainty_score":0.03731674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098047061603409,"score_gpt":0.2299034632561646,"score_spread":0.2189229926401305,"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."}}