{"id":"W4414358795","doi":"10.1108/apjml-03-2025-0550","title":"Beyond the first session: unraveling immersion’s dual effects on user retention in high-participation online fitness videos","year":2025,"lang":"en","type":"article","venue":"Asia Pacific Journal of Marketing and Logistics","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Entertainment; Immersion (mathematics); Physical fitness; User experience design; User-generated content","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":[0.00520353,0.0002862285,0.0004153981,0.0007189055,0.0006838507,0.002461307,0.0005219494,0.0004152113,0.005147819],"category_scores_gemma":[0.03755321,0.0001763867,0.0005273766,0.000454505,0.0009333618,0.002214517,0.001984662,0.0009146425,0.0003118829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343246,"about_ca_system_score_gemma":0.001400841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002415835,"about_ca_topic_score_gemma":0.003835827,"domain_scores_codex":[0.9967251,0.001610602,0.0001869508,0.0003340058,0.0007290252,0.0004143107],"domain_scores_gemma":[0.9701658,0.02171088,0.003478819,0.001074692,0.002359265,0.001210361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001550289,0.001769214,0.6777232,0.001354582,0.0002656145,0.0003197521,0.07571042,0.0004884583,0.006825944,0.002281097,0.0008396876,0.2308718],"study_design_scores_gemma":[0.00003965592,0.002287728,0.9484055,0.0005858196,0.0003250626,0.0002128979,0.03413312,0.003611587,0.004314845,0.00169814,0.00430014,0.00008541637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993725,0.0001316415,0.002418065,0.0001596992,0.00001142467,0.000105356,0.00007282612,0.00002047544,0.003355548],"genre_scores_gemma":[0.9981449,0.0000602152,0.001089707,0.00004578721,0.000008510639,0.00008763249,0.00004395844,0.00001046858,0.0005088062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00520353,"threshold_uncertainty_score":0.02751923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621265999555589,"score_gpt":0.3030025952132779,"score_spread":0.2867899352177221,"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."}}