{"id":"W4240827210","doi":"10.32920/ryerson.14643675","title":"RESSO: a social media network for luxury retail","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Influencer marketing; Social media; Affordance; Advertising; Business; Product (mathematics); Marketing; Social network (sociolinguistics); Digital media; World Wide Web; Computer science; Marketing management","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":[0.001069547,0.0005346849,0.000258096,0.001355206,0.001026673,0.001450422,0.001118299,0.0007468096,0.02577097],"category_scores_gemma":[0.00240687,0.0002081187,0.0003977087,0.00109725,0.0004228102,0.004006969,0.002809179,0.0006106279,0.005726776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624173,"about_ca_system_score_gemma":0.0005685588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474353,"about_ca_topic_score_gemma":0.002872031,"domain_scores_codex":[0.999233,0.0003288181,0.00003263104,0.0001186933,0.000198514,0.00008822657],"domain_scores_gemma":[0.9985393,0.0004100059,0.000120924,0.0003657112,0.0001692438,0.0003947341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00261827,0.003148143,0.01815843,0.001518318,0.000166229,0.001776051,0.006182908,0.004993243,0.04457366,0.06500138,0.175847,0.6760163],"study_design_scores_gemma":[0.000461813,0.002664602,0.02815552,0.0002403948,0.000141503,0.00169167,0.005711076,0.05299468,0.01637631,0.02094278,0.8703811,0.0002385168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5033209,0.001435537,0.1356549,0.004424647,0.0009485508,0.007749647,0.01779174,0.05980381,0.2688703],"genre_scores_gemma":[0.685554,0.001083751,0.148106,0.0008469397,0.0003680468,0.004034347,0.02238987,0.002916064,0.1347009],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02577097,"threshold_uncertainty_score":0.08621246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06722585931524827,"score_gpt":0.3277365642218216,"score_spread":0.2605107049065733,"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."}}