{"id":"W2803746612","doi":"10.1027/1864-9335/a000343","title":"Should I Stay or Should I Go?","year":2018,"lang":"en","type":"article","venue":"Social Psychology","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; University of British Columbia","funders":"","keywords":"Psychology; Social psychology; Personality; Value (mathematics); Big Five personality traits; Sample (material); Developmental 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005407868,0.00009504008,0.0001524397,0.00006538803,0.001108437,0.00004155603,0.0003478253,0.0002966841,0.006259998],"category_scores_gemma":[0.0001133654,0.00008963401,0.00007315988,0.0003800354,0.0009814035,0.0001150053,0.00007613855,0.0001529666,0.001105976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008812142,"about_ca_system_score_gemma":0.0001764208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000538746,"about_ca_topic_score_gemma":0.00822838,"domain_scores_codex":[0.9986992,0.0001572244,0.0001264606,0.0002703583,0.0003148701,0.000431856],"domain_scores_gemma":[0.9995424,0.00005281206,0.00005294199,0.0001087044,0.0001393038,0.0001038439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002265838,0.00008318674,0.03126593,0.000002399944,0.0000449378,0.00002023868,0.05293027,5.579908e-9,0.00008831479,0.03080175,0.8598438,0.02469262],"study_design_scores_gemma":[0.0004397193,0.00006933448,0.05708055,0.000001516071,0.0000127202,6.70929e-7,0.00472552,1.325459e-7,0.0000174063,0.00642933,0.9310569,0.0001661954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1857065,0.00002230344,0.0001862158,0.01808039,0.003378593,0.0001846467,0.0000129403,0.000199178,0.7922293],"genre_scores_gemma":[0.9604788,0.00003375545,0.0003201674,0.008433736,0.002972968,0.000005684368,0.000006965242,0.00001141628,0.02773648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7747724,"threshold_uncertainty_score":0.9996718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2478988201375302,"score_gpt":0.4581403505282433,"score_spread":0.210241530390713,"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."}}