{"id":"W3144820239","doi":"10.2139/ssrn.3438629","title":"Roku, Inc.: Initial Public Offering","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Public administration; Business; Law and economics; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001076504,0.0002334984,0.0002411323,0.0004091969,0.0002224896,0.0008947512,0.0005471956,0.00009354912,0.0002970092],"category_scores_gemma":[0.0001551186,0.0002236023,0.0001265715,0.0005217398,0.00004188611,0.003335314,0.0002332182,0.001587708,0.002490639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005353187,"about_ca_system_score_gemma":0.000535334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081111,"about_ca_topic_score_gemma":0.0003974863,"domain_scores_codex":[0.9964882,0.000008777539,0.0003510707,0.0002823098,0.0003659858,0.002503652],"domain_scores_gemma":[0.999264,0.0000237315,0.0003137385,0.0002102631,0.0001678517,0.00002038931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005334993,0.00007533723,0.03060489,0.00004832809,0.00008450918,0.00001313888,0.00001262902,0.00001764981,0.0007863129,0.9217065,0.00078966,0.04580772],"study_design_scores_gemma":[0.00291231,0.0002357613,0.01052295,0.0001863301,0.00006786869,0.000614995,0.001015968,0.002191438,0.0002352328,0.5636016,0.4170683,0.001347299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190644,0.0005052075,0.002427008,0.00120356,0.0009533004,0.0001860477,0.000001046827,0.0001630677,0.07549638],"genre_scores_gemma":[0.9949297,0.0001028645,0.00002328248,0.0006187118,0.001622832,0.000004905342,0.00001042329,0.00005711238,0.002630125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4162786,"threshold_uncertainty_score":0.998286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191185763394608,"score_gpt":0.2153129904567157,"score_spread":0.2034011328227696,"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."}}