{"id":"W1976746639","doi":"10.1080/02672571003594770","title":"Social contagion effects in experiential information exchange on bulletin board systems","year":2010,"lang":"en","type":"article","venue":"Journal of Marketing Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Experiential learning; Bulletin board system; Bulletin board; Dissemination; Psychology; Information exchange; Opinion leadership; Word of mouth; Information Dissemination; Public relations; Knowledge management; Business; Marketing; Political science; The Internet; Computer science; Pedagogy; World Wide Web","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":[0.006359037,0.000416512,0.0004861161,0.001415753,0.00121783,0.00375222,0.0004955992,0.000915907,0.01295532],"category_scores_gemma":[0.08455736,0.0003349274,0.0003779979,0.0009836077,0.00173888,0.00425734,0.002645579,0.001382179,0.0005352352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017828,"about_ca_system_score_gemma":0.0005285081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313836,"about_ca_topic_score_gemma":0.0009323788,"domain_scores_codex":[0.9947826,0.003397671,0.0002489057,0.0003555838,0.0008681054,0.0003470824],"domain_scores_gemma":[0.79634,0.1783578,0.01245588,0.005166243,0.004469649,0.003210289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01251848,0.005797478,0.4364692,0.00354364,0.001090035,0.002299473,0.06957125,0.01176163,0.05233565,0.1003153,0.002384054,0.3019139],"study_design_scores_gemma":[0.0004842347,0.004312477,0.8687376,0.0005874431,0.001261531,0.0008296134,0.01874676,0.03294861,0.01367921,0.0504645,0.007718267,0.0002298469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696608,0.000241027,0.004209797,0.0002891963,0.00002784097,0.0001026577,0.00004937785,0.00004616025,0.02537328],"genre_scores_gemma":[0.9989669,0.00005228556,0.0004640758,0.00002606718,0.00001817369,0.00002100296,0.00001410451,0.000006189262,0.0004311523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295532,"threshold_uncertainty_score":0.04333985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00698678948240013,"score_gpt":0.2607757187588724,"score_spread":0.2537889292764723,"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."}}