{"id":"W4319031149","doi":"10.1007/s12144-023-04275-z","title":"One is the loneliest number: Involuntary celibacy (incel), mental health, and loneliness","year":2023,"lang":"en","type":"article","venue":"Current Psychology","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Western University","funders":"","keywords":"Loneliness; Psychology; Romance; Feeling; Social isolation; Celibacy; Mental health; Social psychology; Isolation (microbiology); Psychological intervention; Conceptualization; Coping (psychology); Developmental psychology; Clinical psychology; Psychotherapist; Psychiatry; Psychoanalysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004299713,0.0002358063,0.0002886487,0.0001407743,0.0004775313,0.00003126845,0.0003535629,0.0001838368,0.0007977742],"category_scores_gemma":[0.00001383315,0.000196212,0.00008897475,0.0005851233,0.0004104443,0.00008570179,0.0001531575,0.0005888593,0.003641677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004247194,"about_ca_system_score_gemma":0.00004544364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004360987,"about_ca_topic_score_gemma":0.00003481921,"domain_scores_codex":[0.9978606,0.0002697146,0.0004882198,0.0005919578,0.0001986016,0.0005908901],"domain_scores_gemma":[0.9988326,0.0001513465,0.0001810082,0.0006085243,0.00003933871,0.0001872148],"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":[0.0001108675,0.0004049543,0.3799069,0.00005172265,0.0001162247,0.000004730919,0.01170211,0.000001440687,0.00001045013,0.007971399,0.526329,0.07339015],"study_design_scores_gemma":[0.002165239,0.0001682176,0.4728329,0.0000735869,0.00003831025,0.00007888796,0.001949019,0.0002564746,0.000001099944,0.006112063,0.5159247,0.0003995639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760361,0.01758548,0.001019466,0.1725554,0.02137686,0.001460534,0.0002356722,0.0005946573,0.0091358],"genre_scores_gemma":[0.9616161,0.01180398,0.0001816757,0.01543291,0.001505021,0.0002722648,0.001279896,0.0001270871,0.00778105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18558,"threshold_uncertainty_score":0.9971341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08358860545725987,"score_gpt":0.4738044346633565,"score_spread":0.3902158292060966,"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."}}