{"id":"W2115282919","doi":"10.1371/journal.pone.0135477","title":"When Aspirations Exceed Expectations: Quixotic Hope Increases Depression among Students","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Depression (economics); Psychology; Higher education; Social psychology; Clinical psychology; Economics","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":[],"category_scores_codex":[0.0001972767,0.000162511,0.0002416733,0.0001506151,0.0001571639,0.0001040217,0.0003095398,0.0001129366,0.0006545859],"category_scores_gemma":[0.0002547382,0.0001595503,0.00004744605,0.0001644569,0.00006444311,0.0002978589,0.0001007615,0.0001606959,0.001170502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005193937,"about_ca_system_score_gemma":0.00003735724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005914768,"about_ca_topic_score_gemma":0.0001318121,"domain_scores_codex":[0.9983673,0.0001930795,0.0003046106,0.000345613,0.0005031931,0.000286195],"domain_scores_gemma":[0.9988925,0.0001321501,0.0001185798,0.0004482903,0.0001767031,0.0002317202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001749561,0.009095489,0.9524814,0.00003794685,0.0007271007,0.00006300946,0.02459966,0.00005180512,0.001393815,0.0006352938,0.009475152,0.001264396],"study_design_scores_gemma":[0.00954303,0.001266142,0.9459345,0.001059346,0.001483138,0.00001620543,0.02644,0.001077714,0.0053045,0.00579307,0.0005634274,0.001518973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959762,0.0005930476,0.0002050443,0.0001173689,0.000152358,0.0004601048,0.000006357874,0.0001823849,0.03852128],"genre_scores_gemma":[0.9924111,0.00001257664,0.001646883,0.0002001107,0.0002708079,0.0002157994,0.00004837066,0.00003948422,0.005154869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03336641,"threshold_uncertainty_score":0.9996072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09468277128807877,"score_gpt":0.3140653160451599,"score_spread":0.2193825447570811,"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."}}