{"id":"W3022244271","doi":"10.1080/15298868.2020.1754283","title":"Conversation with a future self: A letter-exchange exercise enhances student self-continuity, career planning, and academic thinking","year":2020,"lang":"en","type":"article","venue":"Self and Identity","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Japan Society for the Promotion of Science","keywords":"Conversation; Psychology; Perspective (graphical); Gratification; Career planning; Vocational education; Self-management; Social psychology; Pedagogy; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003323572,0.0001929738,0.0002700411,0.0000695534,0.0002059293,0.000161888,0.0002531503,0.0001940491,0.0001912877],"category_scores_gemma":[0.000006519819,0.0001463145,0.00003864882,0.000236682,0.00008732258,0.0004369705,0.0002187501,0.0005819947,0.00004629352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003405998,"about_ca_system_score_gemma":0.00001383401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202473,"about_ca_topic_score_gemma":0.00003717952,"domain_scores_codex":[0.9983387,0.0001357603,0.0001766625,0.0005846506,0.000407875,0.0003563616],"domain_scores_gemma":[0.9994497,0.00003388323,0.00009805671,0.0001406443,0.00007094674,0.0002067873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004640742,0.0003777517,0.6217954,0.0002677949,0.0004476204,0.0002424259,0.3575025,2.234085e-7,0.0005310997,0.00187141,0.01445536,0.002044245],"study_design_scores_gemma":[0.002077974,0.0006832932,0.9690055,0.00006659062,0.0001189467,0.00002428952,0.01551437,0.00001948784,0.00008996924,0.001014849,0.01102906,0.0003556593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870997,0.005345873,0.0001010272,0.004030557,0.0002579186,0.0004909448,0.00001022972,0.0002593915,0.002404348],"genre_scores_gemma":[0.9966372,0.0008228857,0.0002842148,0.001379345,0.0006935167,0.00003928002,0.00000655694,0.00001429237,0.0001227538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472101,"threshold_uncertainty_score":0.5966533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208386811084938,"score_gpt":0.3597388844769061,"score_spread":0.3176550163660566,"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."}}