{"id":"W4206954782","doi":"10.33423/jabe.v23i6.4686","title":"Beauty Influencers and Instagram Usage","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Beauty; Social media; Macro; Advertising; Computer science; Business; Marketing; World Wide Web; Art; Aesthetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001419559,0.0002610614,0.0002595331,0.001520883,0.0008182212,0.001688082,0.0003150985,0.0004218911,0.008500052],"category_scores_gemma":[0.01337522,0.0001975789,0.0003989576,0.0009998131,0.0005694721,0.001157844,0.001092805,0.000705954,0.001132561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190527,"about_ca_system_score_gemma":0.0002532158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003892075,"about_ca_topic_score_gemma":0.00663683,"domain_scores_codex":[0.9983295,0.000466421,0.0001339433,0.0001498964,0.0007203727,0.0001999998],"domain_scores_gemma":[0.9865289,0.005962387,0.003657767,0.0007029781,0.001818414,0.001329558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003242622,0.0003046432,0.9379686,0.0001569072,0.0000948236,0.0002549057,0.02471062,0.0001153745,0.002218343,0.0006289309,0.001588327,0.03163421],"study_design_scores_gemma":[0.00001186289,0.000176603,0.9783111,0.00004198351,0.00005255572,0.0002934696,0.01393612,0.0006605549,0.0007358719,0.0002120372,0.005538042,0.00002993467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871786,0.0001231689,0.0003817495,0.0001225605,0.00001661993,0.00005022788,0.0001999045,0.00002830515,0.01189894],"genre_scores_gemma":[0.9951144,0.0001412827,0.0004215078,0.00003975243,0.00003293534,0.00005858696,0.0001933972,0.00002206296,0.003975898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008500052,"threshold_uncertainty_score":0.02843547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112528703012051,"score_gpt":0.2309772106594868,"score_spread":0.2197243403582817,"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."}}