{"id":"W2978914789","doi":"10.29173/aar51","title":"Education Matters: Certified health professionals have higher credibility than non health professionals on Instagram","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Alberta","funders":"","keywords":"Credibility; Influencer marketing; Social media; Health professionals; Medicine; Certification; Public relations; Medical education; Nursing; Health care; Business; Marketing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00631083,0.0003393205,0.0009744833,0.0001384241,0.0007711895,0.00003013189,0.0007013378,0.0004596072,0.001841226],"category_scores_gemma":[0.00238977,0.0002887169,0.0001717492,0.0007338589,0.0001431557,0.0004741353,0.00008024903,0.001317669,0.001509435],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648641,"about_ca_system_score_gemma":0.009168354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03066215,"about_ca_topic_score_gemma":0.001548276,"domain_scores_codex":[0.9922493,0.003110478,0.001552675,0.0008678252,0.001208302,0.001011409],"domain_scores_gemma":[0.993363,0.003389098,0.001489815,0.0007260652,0.0002482492,0.0007838373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002958311,0.0006622777,0.03575891,0.008908217,0.00002186051,7.550729e-8,0.02658412,1.972891e-7,0.000004262596,0.008699861,0.7704678,0.1488629],"study_design_scores_gemma":[0.0001972509,0.0001229742,0.05039936,0.0226377,0.00001535349,5.798803e-7,0.002593731,0.000002162772,0.000005851289,0.0009707924,0.922748,0.0003062616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04273812,0.05243905,0.000001307529,0.8705664,0.01422141,0.01496646,0.000009246533,0.00008268582,0.004975289],"genre_scores_gemma":[0.1352094,0.1436134,0.0002905214,0.6828259,0.003630674,0.006804974,0.0003465637,0.0001089812,0.02716945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1877405,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441928132849256,"score_gpt":0.5063861624651168,"score_spread":0.3621933491801912,"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."}}