{"id":"W2161857110","doi":"10.1111/j.1468-5957.2010.02187.x","title":"Informed Investors and the Internet","year":2010,"lang":"en","type":"article","venue":"Journal of Business Finance &amp Accounting","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council; Simon Fraser University","funders":"","keywords":"The Internet; Business; Ask price; Population; Internet users; Accounting; Marketing; World Wide Web; Computer science; Finance; Demography; Sociology","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":[0.001210309,0.0001538334,0.000164778,0.001211343,0.0004168907,0.002469734,0.0001595975,0.000610428,0.005809215],"category_scores_gemma":[0.01204595,0.0001198411,0.00009466244,0.0009361031,0.0008059419,0.001438508,0.0007445446,0.0006147171,0.000355351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424979,"about_ca_system_score_gemma":0.0002327432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191537,"about_ca_topic_score_gemma":0.002022163,"domain_scores_codex":[0.9992604,0.0003431367,0.00003035788,0.00007000379,0.0002092909,0.00008682642],"domain_scores_gemma":[0.9866304,0.007431491,0.00446402,0.0004026914,0.0005002908,0.0005711313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004126887,0.0003042526,0.8626798,0.00008288986,0.0002013717,0.000669885,0.006127662,0.00155904,0.001447854,0.02190976,0.002903161,0.1017016],"study_design_scores_gemma":[0.0001212172,0.0002578084,0.8859386,0.000183622,0.0002381072,0.0009957018,0.01240242,0.007007779,0.002604993,0.06213171,0.02804667,0.00007133891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570553,0.001307372,0.0005910419,0.003046171,0.00003510007,0.000009254301,0.00009881419,0.00001126793,0.03784551],"genre_scores_gemma":[0.9990226,0.000255767,0.00006091197,0.0001229018,0.00003133031,0.000001434629,0.0000157682,0.000001208602,0.0004880957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005809215,"threshold_uncertainty_score":0.0194338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149707002541389,"score_gpt":0.2945637002477908,"score_spread":0.2730666302223769,"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."}}