{"id":"W4238108207","doi":"10.31234/osf.io/9mutg","title":"Psychosocial Characteristics of Involuntary Celibates (Incels): A Review of Empirical Research and Assessment of the Potential Implications of Research on Adult Virginity and Late Sexual Onset","year":2021,"lang":"en","type":"review","venue":"","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Virginity test; Psychosocial; Loneliness; Psychology; PsycINFO; Anxiety; Mental health; Clinical psychology; Feeling; Shyness; Developmental psychology; Psychiatry; Social psychology; MEDLINE","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":[0.002194342,0.0008277916,0.002154123,0.00506465,0.0004525964,0.001910562,0.0009088936,0.001289499,0.002746228],"category_scores_gemma":[0.006645801,0.0003940873,0.001341394,0.004886804,0.0009951328,0.001778667,0.001048113,0.001315457,0.0004395744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324764,"about_ca_system_score_gemma":0.003168369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005339658,"about_ca_topic_score_gemma":0.009468506,"domain_scores_codex":[0.9988402,0.0003611342,0.0002847184,0.0001711187,0.0002760193,0.00006694839],"domain_scores_gemma":[0.9942533,0.004368166,0.0006723346,0.00007304734,0.0005149194,0.0001181502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001018667,0.00008372089,0.003168725,0.1688642,0.0005350853,0.0001247386,0.0006979294,0.00008593471,0.0001973647,0.001587821,0.008090199,0.8164624],"study_design_scores_gemma":[0.00006252666,0.0003027269,0.05648326,0.5184543,0.003912598,0.003988176,0.004159515,0.0001331372,0.0004639823,0.002836498,0.4090987,0.0001045551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002278785,0.9994051,0.00001878254,0.00009532051,0.00003672862,0.00000490293,0.00001710261,0.000001281826,0.0001928615],"genre_scores_gemma":[0.002169876,0.9975031,0.00008261565,0.0001036047,0.00003841046,0.00001321341,0.0000252696,8.898734e-7,0.00006306262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005339658,"threshold_uncertainty_score":0.01160496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3237918604443084,"score_gpt":0.5921977738908666,"score_spread":0.2684059134465582,"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."}}