{"id":"W4401836572","doi":"10.1016/j.elerap.2024.101441","title":"Exploring the Role of Social Media in Promoting Healthy Consumption","year":2024,"lang":"en","type":"article","venue":"Electronic Commerce Research and Applications","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Social media; Coronavirus disease 2019 (COVID-19); Value (mathematics); Business; Quality (philosophy); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Value creation; Computer science; World Wide Web; Virology; Industrial organization; Biology; Medicine; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002880963,0.0003511484,0.0002016076,0.001635082,0.0009605176,0.003072891,0.0004602623,0.0005406858,0.004056984],"category_scores_gemma":[0.008687329,0.0002395016,0.0005412294,0.001503405,0.001041439,0.002374897,0.002028349,0.000672898,0.0001984998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266146,"about_ca_system_score_gemma":0.002264274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004596681,"about_ca_topic_score_gemma":0.009227536,"domain_scores_codex":[0.9983926,0.001063252,0.00006030545,0.00009702218,0.0002305566,0.0001561766],"domain_scores_gemma":[0.9889181,0.007902377,0.001693933,0.0002911613,0.0005573313,0.0006369484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000363657,0.002134912,0.7883833,0.001103115,0.0003776333,0.0005848798,0.03762002,0.001081031,0.003040513,0.0177788,0.0008060365,0.1467261],"study_design_scores_gemma":[0.00007281113,0.0009546963,0.8928276,0.0007638313,0.0005032218,0.0002947602,0.0678476,0.008777725,0.003279496,0.01326052,0.01136111,0.00005656881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836702,0.0002966081,0.001031432,0.000620597,0.000008673968,0.0000772918,0.00006436464,0.000009173627,0.01422162],"genre_scores_gemma":[0.9978603,0.0003208601,0.00123042,0.00004784389,0.000005081886,0.00003632669,0.0000264422,0.000002252165,0.0004704836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004596681,"threshold_uncertainty_score":0.01523614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142541260078,"score_gpt":0.4187402208257535,"score_spread":0.2761989607477535,"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."}}