{"id":"W4394912603","doi":"10.5267/j.ijdns.2024.3.005","title":"Social media marketing elements, purchase intentions, and cultural moderators in fast fashion: Evidence from Jordan, Morocco, and Spain","year":2024,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Advertising; Business; Marketing; Social media marketing; Psychology; Political science; Digital marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001972075,0.0000914572,0.0001112192,0.0001649915,0.0001778952,0.0009481959,0.001114699,0.00002298736,0.000008441011],"category_scores_gemma":[0.0003662647,0.00007217255,0.0000128359,0.0004542251,0.000223896,0.004991212,0.001054571,0.0001743913,0.000001041684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004671909,"about_ca_system_score_gemma":0.0001702709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001051194,"about_ca_topic_score_gemma":0.0000414369,"domain_scores_codex":[0.99843,0.00005184824,0.0003484827,0.0003242878,0.0006800585,0.0001653817],"domain_scores_gemma":[0.9991679,0.0002955569,0.0001155318,0.0001044016,0.0002240416,0.00009258242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001456512,0.00008795437,0.2708967,0.00006519746,0.0001311161,0.000316364,0.00818512,0.0004382157,0.003642329,0.01153024,0.006243355,0.6983178],"study_design_scores_gemma":[0.0006170734,0.00006198144,0.2670046,0.001400505,0.00002326482,0.0004736606,0.0007145006,0.7210363,0.0001237955,0.00573648,0.002466706,0.000341147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553429,0.003709617,0.03586622,0.00411422,0.0008693106,0.00003945822,0.00002772103,0.00001321707,0.00001737624],"genre_scores_gemma":[0.9838867,0.003030705,0.01233545,0.0001296711,0.0005982718,6.599223e-7,0.000008585591,0.000003272323,0.000006663322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.720598,"threshold_uncertainty_score":0.9143475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076045108417058,"score_gpt":0.3163775382710965,"score_spread":0.275617087186926,"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."}}