{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726498,0.0002116478,0.0003891016,0.00004631178,0.000634477,0.00004322219,0.0001712918,0.0004456787,0.0001617574],"category_scores_gemma":[0.001913618,0.0001383291,0.0001506445,0.0004201511,0.0003609627,0.0001075745,0.00007084635,0.0009265249,0.00006279709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005435101,"about_ca_system_score_gemma":0.00006387357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002420218,"about_ca_topic_score_gemma":0.0002260313,"domain_scores_codex":[0.9967631,0.00160879,0.0006107727,0.000420677,0.0003667709,0.0002298698],"domain_scores_gemma":[0.9964246,0.002419607,0.000292376,0.0005512937,0.0002438298,0.00006835619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005981408,0.000316533,0.5164914,0.0000324584,0.000149076,0.000003347519,0.03635764,0.000006900282,0.000005275479,0.4447141,0.001762141,0.0001013578],"study_design_scores_gemma":[0.001622745,0.00002029481,0.9526358,0.00001182439,0.0001924683,0.00000717995,0.01078681,0.00007312997,0.000002076271,0.03331653,0.001170985,0.000160123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775816,0.0008773487,0.0002672792,0.007594633,0.001153771,0.0004618803,0.00008587317,0.0001379745,0.01183963],"genre_scores_gemma":[0.9940332,0.00001388611,0.0003896572,0.0002277998,0.0001977893,0.00002446085,0.000188234,0.0000176097,0.004907384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4361444,"threshold_uncertainty_score":0.5640897,"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."}}