{"id":"W2888225150","doi":"10.1177/0963721417752106","title":"Toward a Psychology of Singlehood: An Attachment-Theory Perspective on Long-Term Singlehood","year":2018,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Population; Term (time); Social psychology; Sociology; Demography","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001458627,0.0002984146,0.0003310345,0.0008138289,0.0004575051,0.00005197948,0.0009216902,0.0002473354,0.001100599],"category_scores_gemma":[0.0002920869,0.0002463577,0.0001302659,0.002610529,0.003446704,0.0002872196,0.0001019605,0.0006815614,0.0003057068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535086,"about_ca_system_score_gemma":0.00004985369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001279445,"about_ca_topic_score_gemma":0.00003313956,"domain_scores_codex":[0.9963789,0.0004896459,0.0005782821,0.001360695,0.0004533887,0.0007390868],"domain_scores_gemma":[0.9981322,0.0002167166,0.0002539994,0.0008681681,0.0002925608,0.0002364142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005944317,0.01137413,0.5563338,0.000008853592,0.00004119017,0.00001540873,0.007227065,0.00001348419,0.001091187,0.2795378,0.000355293,0.1434073],"study_design_scores_gemma":[0.001050777,0.002291003,0.971877,0.00007717533,0.00002800253,0.00005001708,0.0009381371,0.00006027644,0.00006841719,0.02280031,0.0004053676,0.0003535394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8541939,0.0004861982,0.007839625,0.0004529518,0.007754577,0.0004920209,0.00001456552,0.0001794868,0.1285867],"genre_scores_gemma":[0.9986405,0.00006294975,0.0004591035,0.0001809358,0.000322753,0.00007385221,0.000008149426,0.00001753154,0.0002341611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4155432,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144359809208932,"score_gpt":0.5304593536133241,"score_spread":0.4160233726924308,"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."}}