{"id":"W2235151135","doi":"10.1371/journal.pone.0146716","title":"When Friends’ and Society’s Expectations Collide: A Longitudinal Study of Moral Decision-Making and Personality across College","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Personality; Psychology; Moral development; Maturity (psychological); Social cognitive theory of morality; Personality development; Moral reasoning; Period (music); Social psychology; Big Five personality traits; Developmental psychology; Trait; Moral disengagement","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":[0.000333198,0.0001634656,0.0003911715,0.00004186986,0.0002247042,0.00002241168,0.0001361216,0.0001204767,0.0008069282],"category_scores_gemma":[0.0000722206,0.0001271039,0.00005939526,0.0001425591,0.0003296382,0.0001082067,0.00008238068,0.0001190177,0.0000135742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002705637,"about_ca_system_score_gemma":0.00001978375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001109161,"about_ca_topic_score_gemma":0.0003865995,"domain_scores_codex":[0.9984019,0.0001340798,0.0003299704,0.0005174622,0.0002929175,0.0003236131],"domain_scores_gemma":[0.9986253,0.0007200224,0.0001357719,0.0002905793,0.0001262046,0.0001021136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005042811,0.006162548,0.8483608,0.00004271467,0.001356185,0.00003394954,0.1345372,4.332614e-8,0.0009236854,0.003091159,0.002055605,0.002931809],"study_design_scores_gemma":[0.003114382,0.0006640573,0.9551373,0.0001298001,0.000151079,0.00002345922,0.03808039,0.000009719965,0.00001450617,0.002450454,0.00004362299,0.0001812701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967041,0.0003652532,0.0001959086,0.0007506792,0.00007535183,0.0003809252,0.0004751895,0.00003087604,0.001021699],"genre_scores_gemma":[0.9965681,0.00001309373,0.00264607,0.000139618,0.0000833747,0.00007819246,0.00000173259,0.00001753888,0.0004523006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067764,"threshold_uncertainty_score":0.8835298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1312509490294831,"score_gpt":0.3758198065503194,"score_spread":0.2445688575208362,"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."}}