{"id":"W4400903213","doi":"10.1177/02654075241265063","title":"Gender differences—or the lack thereof—in the prediction of relationship dissolution among unmarried mixed-gender couples from the United States","year":2024,"lang":"en","type":"article","venue":"Journal of Social and Personal Relationships","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Psychology; Developmental psychology; Social psychology; Clinical psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003177333,0.0001170457,0.0001522904,0.0001233194,0.002007563,0.0002129952,0.0002477009,0.0002029719,0.000166242],"category_scores_gemma":[0.0007763583,0.00004986952,0.0001413755,0.0008513001,0.0007598492,0.0002756721,0.00002025408,0.001018875,0.000002438512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009176291,"about_ca_system_score_gemma":0.0002726084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336852,"about_ca_topic_score_gemma":0.004144127,"domain_scores_codex":[0.9970452,0.001492195,0.0004869042,0.0001199438,0.0006787937,0.0001769443],"domain_scores_gemma":[0.9929461,0.006467551,0.0002854305,0.0000725805,0.0001778889,0.00005046935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005617168,0.00004129393,0.6604638,0.00001463214,0.0001142721,0.000003041709,0.2108628,0.0002120574,0.000006448506,0.1256125,0.002405162,0.0002078627],"study_design_scores_gemma":[0.0001578832,0.00002238365,0.8182026,0.00005166662,0.0001232096,0.000003241782,0.1309254,0.006735143,1.091922e-7,0.03998655,0.003735405,0.0000564293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851958,0.00106608,0.0006000094,0.01138638,0.0004307813,0.0002230027,0.000133408,0.00001295758,0.0009516348],"genre_scores_gemma":[0.9982349,0.000754797,0.00002459438,0.00008409976,0.0004747224,0.000007674577,0.00005093133,0.000009622501,0.0003586553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1577388,"threshold_uncertainty_score":0.9992917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871343529008389,"score_gpt":0.3272425368042907,"score_spread":0.1401081839034518,"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."}}