{"id":"W4396783078","doi":"10.2139/ssrn.4804928","title":"The Effect of Quality Disclosure on Firm Entry and Exit Dynamics: Evidence from Online Review Platforms","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Quality (philosophy); Business; Dynamics (music); Industrial organization; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008558509,0.000205221,0.0005574902,0.001843069,0.0008249265,0.004157559,0.0006455939,0.001457851,0.006561203],"category_scores_gemma":[0.1415733,0.0002807533,0.0005378798,0.002046471,0.0009948077,0.004134066,0.001391687,0.001377848,0.0009748673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006860162,"about_ca_system_score_gemma":0.000913377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003956989,"about_ca_topic_score_gemma":0.004786001,"domain_scores_codex":[0.9927453,0.003332502,0.0006405324,0.0005805231,0.002081258,0.0006199381],"domain_scores_gemma":[0.5600403,0.2939853,0.1208892,0.008335003,0.01059345,0.006156733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002798168,0.001153869,0.9403833,0.0003724052,0.000412577,0.0002572548,0.002659544,0.000534144,0.0008566112,0.001691666,0.002430828,0.04644971],"study_design_scores_gemma":[0.0001166764,0.0006372398,0.9916523,0.0001114319,0.0002701833,0.000195189,0.001792113,0.001085853,0.000517491,0.00125308,0.002333895,0.00003452988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900477,0.001544301,0.0001782636,0.000913957,0.00002388642,0.00003254416,0.000350254,0.00001504017,0.006894036],"genre_scores_gemma":[0.9980679,0.000420699,0.0000705153,0.0001235,0.00005923922,0.000008801363,0.0001666327,0.000005817628,0.001076888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008558509,"threshold_uncertainty_score":0.04526228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635231663085815,"score_gpt":0.2935176474124547,"score_spread":0.2771653307815966,"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."}}