{"id":"W1562366821","doi":"","title":"The intertwining of financial analyst behavior and webbased performance transparency","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Accounting; Transparency (behavior); Business; Earnings; Shareholder; Endogeneity; Shareholder value; Finance; Economics; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004501129,0.0001486796,0.0001543908,0.00145807,0.0002343147,0.002050479,0.0003047466,0.0004930409,0.001491101],"category_scores_gemma":[0.05126707,0.0001824725,0.0001641917,0.001361686,0.0004663253,0.001859514,0.0006314571,0.0006045673,0.0003331746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736093,"about_ca_system_score_gemma":0.0005104094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143409,"about_ca_topic_score_gemma":0.002484573,"domain_scores_codex":[0.9961124,0.001820711,0.0004058914,0.00038815,0.001028367,0.0002445392],"domain_scores_gemma":[0.8141717,0.1002959,0.07371671,0.005389311,0.004356374,0.00207003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118447,0.0001319201,0.9817778,0.00002727302,0.00006654757,0.00005335471,0.001057681,0.0005118416,0.0007590041,0.0004891417,0.0001628451,0.01485086],"study_design_scores_gemma":[0.000005583388,0.00007602534,0.9933303,0.00002111017,0.00002243465,0.0001456376,0.0008384042,0.003501187,0.0006509459,0.0008162071,0.0005754509,0.00001661554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941871,0.0001906407,0.001594826,0.0003212447,0.0000056994,0.00001426081,0.0001216708,0.00003559215,0.003528992],"genre_scores_gemma":[0.9992711,0.00004501894,0.0003952468,0.00002668024,0.00001104839,0.000003294408,0.00005943441,0.000003399113,0.0001847074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004501129,"threshold_uncertainty_score":0.02380455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862513146954543,"score_gpt":0.258773833673935,"score_spread":0.2401487022043896,"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."}}