{"id":"W4411111070","doi":"10.1007/s12119-025-10386-5","title":"“It Is Not a Choice; It Is Just a Journey”: Romantic Relationships in Emerging Adulthood","year":2025,"lang":"en","type":"article","venue":"Sexuality & Culture","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; London Health Sciences Centre; Western University","funders":"Canada Research Chairs","keywords":"Romance; Psychology; Developmental psychology; Psychoanalysis; Aesthetics; Social psychology; Art","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008874665,0.0002935623,0.000398534,0.0002356654,0.0004015416,0.0001282301,0.0004205271,0.0004519879,0.002351836],"category_scores_gemma":[0.0002422937,0.0002780734,0.0001585092,0.0008858363,0.00007390927,0.0002236956,0.00006401,0.001107877,0.0006410745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137783,"about_ca_system_score_gemma":0.00007918254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016052,"about_ca_topic_score_gemma":0.004390164,"domain_scores_codex":[0.9973162,0.00057118,0.0006377631,0.0006413988,0.0003208618,0.0005125391],"domain_scores_gemma":[0.9987164,0.0001070593,0.0001837093,0.0007354519,0.0001544533,0.0001029758],"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":[0.0001108461,0.0006874441,0.1035687,0.0001941239,0.0003304665,0.00003912401,0.247241,0.000004150232,0.0005903157,0.006245676,0.6394221,0.001566099],"study_design_scores_gemma":[0.00333495,0.00008643103,0.3344932,0.0002587665,0.0001588122,0.00002073176,0.06680278,0.00004006086,0.0002357576,0.005234669,0.5887601,0.0005737784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7746536,0.001794312,0.0002798914,0.1302751,0.003307306,0.0008255195,0.0001037927,0.0001862899,0.08857418],"genre_scores_gemma":[0.8563439,0.000111183,0.0001465564,0.03518438,0.0004508244,0.00006052979,0.00004849071,0.00003245647,0.1076216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2309245,"threshold_uncertainty_score":0.9999672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08455253437730649,"score_gpt":0.4059525550227833,"score_spread":0.3214000206454768,"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."}}