{"id":"W2153593228","doi":"10.1111/pere.12067","title":"Divorce and personality development across middle adulthood","year":2015,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Psychology; Extraversion and introversion; Personality; Big Five personality traits; Developmental psychology; Affect (linguistics); Orderliness; Clinical psychology; Social 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":[0.002471522,0.0001221793,0.0001240934,0.00004994323,0.00211697,0.0001342598,0.0001252963,0.0001860156,0.00003556629],"category_scores_gemma":[0.001326022,0.0001200945,0.00004493921,0.0002953748,0.0003422478,0.0002600328,0.00005881294,0.0003940569,0.0001379088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449675,"about_ca_system_score_gemma":0.0004823164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005225913,"about_ca_topic_score_gemma":0.003617507,"domain_scores_codex":[0.998215,0.0003564164,0.0002226247,0.0002688199,0.000577372,0.0003597751],"domain_scores_gemma":[0.998831,0.0003739834,0.00007945983,0.00009327174,0.0002119477,0.000410392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001927713,0.00006515254,0.5334876,0.00001337734,0.00002861009,0.000003242764,0.3839667,0.00002250234,0.000002858196,0.07945301,0.0006587703,0.002278958],"study_design_scores_gemma":[0.0007310213,0.00002782071,0.6948476,0.00005738494,0.00002306667,0.000007950503,0.17904,0.002604176,0.000001777822,0.00762454,0.1146255,0.0004091369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656377,0.0007795846,0.0007640308,0.002760165,0.0002455256,0.0001938299,0.00001621108,0.00008913424,0.02951375],"genre_scores_gemma":[0.9904569,0.00003639198,0.003366961,0.000103483,0.0001513414,0.00002086283,0.00002667391,0.00001234041,0.005824979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049267,"threshold_uncertainty_score":0.9991822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1941901626998637,"score_gpt":0.3415064399009122,"score_spread":0.1473162772010484,"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."}}