{"id":"W196357788","doi":"10.25300/misq/2014/38.1.05","title":"Social Media, Traditional Media, and Music Sales1","year":2014,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":302,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Marketing buzz; Social media; Advertising; Context (archaeology); Business; Computer science; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0009196758,0.000109963,0.0001829464,0.00004285939,0.0005640268,0.000163202,0.000162535,0.0001385141,0.0001782688],"category_scores_gemma":[0.0008024425,0.0001162034,0.00007020895,0.0001452182,0.0005770933,0.0001992575,0.000005089068,0.0001277569,0.00008821147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003775652,"about_ca_system_score_gemma":0.00007745731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000197117,"about_ca_topic_score_gemma":0.003303527,"domain_scores_codex":[0.9984515,0.0003091637,0.0001730732,0.000217357,0.0005128144,0.0003360996],"domain_scores_gemma":[0.9981669,0.00142477,0.0000609825,0.00006856328,0.0000586863,0.000220119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001673343,0.00008241576,0.0005931525,0.00001413137,0.00001566448,0.00000510614,0.3408188,2.043884e-8,0.00003208012,0.1504669,0.02291572,0.4850392],"study_design_scores_gemma":[0.001715343,0.0003318073,0.1225277,0.00007393017,0.00006516671,0.000004049028,0.09447121,0.00003182808,0.000008175105,0.4979249,0.2818804,0.0009654976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8133037,0.00008114829,0.00005012421,0.004752087,0.00117215,0.0001036695,0.00002822047,0.0001769766,0.1803319],"genre_scores_gemma":[0.9959573,0.000006106338,0.00007090132,0.0002894069,0.003400629,0.00001284751,0.00002438199,0.00001275819,0.0002257328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4840737,"threshold_uncertainty_score":0.4738636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03987882205740208,"score_gpt":0.2557563548849651,"score_spread":0.2158775328275631,"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."}}