{"id":"W4399067723","doi":"10.33921/spgi1241","title":"Loneliness, Sexuality, and Singlehood","year":2024,"lang":"en","type":"article","venue":"Journal of Interpersonal Relations Intergroup Relations and Identity","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Psychology; Human sexuality; Sexual relationship; Social psychology; Developmental psychology; Clinical psychology; Sociology; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006813111,0.0001614519,0.0002195645,0.0005176984,0.0002496906,0.0002928471,0.0001244742,0.0001927684,0.0008299404],"category_scores_gemma":[0.0001610732,0.0001360422,0.0001549832,0.0003591661,0.0001880793,0.001315674,0.0000826084,0.000734669,0.0001338554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210151,"about_ca_system_score_gemma":0.00006426396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003667819,"about_ca_topic_score_gemma":0.00006612811,"domain_scores_codex":[0.9985371,0.0001192901,0.0007168733,0.0002184657,0.0002483322,0.0001599244],"domain_scores_gemma":[0.9989521,0.0003854269,0.0002236813,0.0001236492,0.0001962023,0.0001189231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001002392,0.0003564884,0.2635234,0.00007059098,0.001157471,0.0001180063,0.01311247,0.0001022072,0.0001707981,0.689056,0.01838449,0.01384781],"study_design_scores_gemma":[0.002320142,0.001098288,0.7445385,0.001890599,0.001556116,0.004832232,0.01537913,0.04799679,0.000005585898,0.1264149,0.05296659,0.001001174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7766348,0.01128288,0.1942354,0.003294876,0.003133273,0.0001431333,0.00002809771,0.00005517115,0.01119245],"genre_scores_gemma":[0.9859684,0.0001642574,0.001544161,0.00005866579,0.0003317157,0.000003974923,0.00001202435,0.00002093089,0.01189586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5626411,"threshold_uncertainty_score":0.9087266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945053930382869,"score_gpt":0.403158022743644,"score_spread":0.3837074834398153,"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."}}