{"id":"W6962897759","doi":"10.17605/osf.io/hmwbv","title":"Within-Couple Variability in Personality Traits Over Time","year":2019,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Big Five personality traits; Personality; Alternative five model of personality; Variation (astronomy); Affect (linguistics)","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":[0.002690694,0.0002627459,0.0003175291,0.001077446,0.0004631615,0.001329724,0.0006424322,0.0004459371,0.010633],"category_scores_gemma":[0.01062692,0.0001509745,0.0003763987,0.001772064,0.0005476567,0.001367117,0.001532659,0.000757185,0.0009628215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003948635,"about_ca_system_score_gemma":0.0002470328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005504015,"about_ca_topic_score_gemma":0.005869051,"domain_scores_codex":[0.9988766,0.0005527068,0.0000443807,0.000308109,0.0001336611,0.00008454812],"domain_scores_gemma":[0.9946455,0.002908932,0.0009072946,0.0006983486,0.0004486466,0.0003912445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000429184,0.0003984479,0.7943633,0.00008386587,0.0003574448,0.0003830817,0.005529668,0.003767323,0.0009274451,0.03320495,0.003550014,0.1570053],"study_design_scores_gemma":[0.000006766958,0.0001277254,0.9601169,0.00003073729,0.00006068607,0.0002700941,0.001918458,0.006179548,0.0002138936,0.02599833,0.005050899,0.00002600371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274277,0.001194832,0.02391381,0.001445751,0.0001032922,0.00004232339,0.002553352,0.0001521307,0.04316682],"genre_scores_gemma":[0.9853893,0.0001833998,0.001505011,0.0001091666,0.00003213461,0.00003250733,0.0008558862,0.00002709714,0.01186555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010633,"threshold_uncertainty_score":0.03557092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510171130253505,"score_gpt":0.386133734584912,"score_spread":0.3510320232823769,"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."}}