{"id":"W3119590135","doi":"10.1007/s12119-020-09808-3","title":"#Couplegoals: Self-Esteem, Relationship Outcomes, and the Visibility of Romantic Relationships on Social Media","year":2021,"lang":"en","type":"article","venue":"Sexuality & Culture","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kwantlen Polytechnic University; Simon Fraser University; University of Alberta","funders":"","keywords":"Visibility; Romance; Self-esteem; Psychology; Social psychology; Social media; Developmental psychology; Sociology; Psychoanalysis; Computer science; Physics; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001886949,0.0003302182,0.0003262059,0.0009446195,0.001509851,0.003097807,0.0004376484,0.0007787744,0.02229184],"category_scores_gemma":[0.01086458,0.0002307075,0.0003287836,0.0005782844,0.0008439927,0.002266653,0.002211677,0.001252003,0.001662817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358771,"about_ca_system_score_gemma":0.0004382774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317199,"about_ca_topic_score_gemma":0.003492261,"domain_scores_codex":[0.9993687,0.0002493612,0.00004754922,0.00007671037,0.0001718099,0.00008591342],"domain_scores_gemma":[0.9905501,0.002650456,0.003067096,0.0006243133,0.0006609941,0.002447025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007878041,0.002660391,0.9390129,0.0001409122,0.0002022183,0.0003084891,0.01000069,0.0002645637,0.00170904,0.00295477,0.002555116,0.03940314],"study_design_scores_gemma":[0.00003436473,0.0004703495,0.9839189,0.00003785553,0.00007494044,0.0002777077,0.008541124,0.0006831788,0.0008405664,0.001667916,0.003418987,0.00003418534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866869,0.0001091688,0.0001834069,0.0003971265,0.00002684123,0.00003289773,0.0003397072,0.00001729638,0.01220675],"genre_scores_gemma":[0.9951315,0.00006699844,0.0002318804,0.00009673036,0.00001760365,0.0000343451,0.0002416404,0.00001226226,0.004167113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02229184,"threshold_uncertainty_score":0.07457364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07217034497289383,"score_gpt":0.4044193180383664,"score_spread":0.3322489730654726,"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."}}