{"id":"W2980040286","doi":"10.1108/intr-07-2018-0321","title":"Exploring the motivation of affect management in fostering social media engagement and related insights for branding","year":2019,"lang":"en","type":"article","venue":"Internet Research","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College","funders":"","keywords":"Psychology; Affect (linguistics); Social media; Social psychology; Feeling; Mood; Happiness; Brand engagement; Priming (agriculture); Perception; Originality; Perspective (graphical); Advertising; Political science; Business","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":[0.002996242,0.00005221683,0.00009855816,0.0002917479,0.0001670125,0.0000511008,0.0002861915,0.00005321857,0.00002794487],"category_scores_gemma":[0.0005123571,0.00004211995,0.00002503859,0.000311739,0.0001949335,0.0001932732,0.0003506003,0.000276126,0.000007515374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730631,"about_ca_system_score_gemma":0.00001491659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00025725,"about_ca_topic_score_gemma":0.0003545634,"domain_scores_codex":[0.9986483,0.0003552781,0.0001550427,0.000154117,0.0003987164,0.0002885811],"domain_scores_gemma":[0.9991276,0.0006666787,0.00004150345,0.00009249002,0.00005004932,0.00002164236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005307152,0.0002335499,0.08168194,0.0006295475,0.0002364311,0.00001928679,0.4327841,0.00001147863,0.006741168,0.1488982,0.001148112,0.3270854],"study_design_scores_gemma":[0.004054014,0.0003059188,0.8416443,0.001246591,0.0000181266,9.856097e-7,0.1149136,0.0006812215,0.01394624,0.0190496,0.003833213,0.0003062418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908178,0.00003527312,0.00002299215,0.0006095719,0.0002470602,0.0008423573,4.629809e-7,0.00002239747,0.007402067],"genre_scores_gemma":[0.9992116,0.00008327146,0.00003154365,0.000006262816,0.00002824355,0.00006665914,0.000001006562,0.000007584069,0.0005638177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7599623,"threshold_uncertainty_score":0.1717602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3260694640567456,"score_gpt":0.4292589284547306,"score_spread":0.1031894643979849,"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."}}