{"id":"W4386477779","doi":"10.1111/spc3.12884","title":"Three methodological approaches to studying singlehood","year":2023,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Psychology; Romance; Social psychology; Cognitive psychology; Developmental psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.186565,0.001936809,0.002279171,0.01699703,0.008562645,0.01060888,0.006729306,0.003749333,0.005589665],"category_scores_gemma":[0.2524026,0.001894482,0.003493773,0.01654405,0.02193431,0.01044956,0.01689806,0.006761756,0.0008930779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010404,"about_ca_system_score_gemma":0.01816129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006313305,"about_ca_topic_score_gemma":0.01144051,"domain_scores_codex":[0.8330071,0.1251162,0.01254687,0.0100946,0.01733443,0.001900888],"domain_scores_gemma":[0.7583635,0.143346,0.03200193,0.02702875,0.03540744,0.003852397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002573026,0.0001992935,0.02018189,0.005444529,0.0007115941,0.0002606094,0.05261182,0.0006450427,0.001040838,0.8043271,0.004567976,0.109752],"study_design_scores_gemma":[0.0004075552,0.0007908794,0.02126364,0.01365971,0.001222495,0.0009505856,0.06827687,0.004449066,0.002719924,0.7501266,0.1358212,0.0003114515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03747664,0.03230517,0.8484429,0.02883949,0.002845805,0.0110292,0.001185784,0.0001912509,0.03768381],"genre_scores_gemma":[0.1873528,0.01280627,0.7256507,0.007130197,0.0007042814,0.05875538,0.0005094643,0.0001291537,0.006961849],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.186565,"threshold_uncertainty_score":0.9866617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7060462472880198,"score_gpt":0.5262119112814304,"score_spread":0.1798343360065894,"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."}}