{"id":"W4294741503","doi":"10.3390/ijerph191711133","title":"Focus on Self-Presentation on Social Media across Sociodemographic Variables, Lifestyles, and Personalities: A Cross-Sectional Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Helsedirektoratet; Norges Forskningsråd; EkstraStiftelsen Helse og Rehabilitering (Stiftelsen Dam)","keywords":"Cross-sectional study; Focus (optics); Presentation (obstetrics); Social media; Psychology; Personality psychology; Environmental health; Social psychology; Medicine; Personality; Computer science; World Wide Web","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007767778,0.000108784,0.0001672668,0.0004379673,0.002668326,0.0003736839,0.0005354908,0.00007318319,0.0003017559],"category_scores_gemma":[0.0005581889,0.0001097142,0.00005965611,0.0002008308,0.0007840746,0.0003375755,0.0002931705,0.001112068,0.00000373446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564682,"about_ca_system_score_gemma":0.0005222556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008394633,"about_ca_topic_score_gemma":0.0002557882,"domain_scores_codex":[0.9940457,0.001261175,0.0004167329,0.0002467454,0.003460502,0.0005691602],"domain_scores_gemma":[0.9984657,0.0006970335,0.0002844538,0.00007087119,0.000105263,0.000376683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004089698,0.003774174,0.937495,0.000005960504,0.0001922775,0.0000553313,0.03338841,0.000002443846,0.00001273225,0.004389064,0.001566808,0.01870884],"study_design_scores_gemma":[0.001690809,0.001231635,0.9185318,0.000007399453,0.000001548461,0.00004232972,0.06874911,0.00000670697,0.00000139669,0.003109345,0.006544691,0.00008319796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841934,0.0002115347,0.0000039222,0.01441783,0.0004000702,0.000256641,0.000231441,0.00001756547,0.0002675544],"genre_scores_gemma":[0.9979178,0.0007793411,0.00003138917,0.0005668763,0.0005242312,0.00001769495,0.00001399051,0.00001239473,0.0001362743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03536069,"threshold_uncertainty_score":0.99863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103583721876679,"score_gpt":0.4483800622995837,"score_spread":0.3447963404229047,"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."}}