{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071911,0.0001522328,0.0002669323,0.0003128356,0.0004383138,0.00113175,0.0001988861,0.0005393015,0.001575732],"category_scores_gemma":[0.004028925,0.0002174698,0.0003139961,0.0002223822,0.0004472231,0.0003522869,0.000720915,0.00102767,0.000141714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285717,"about_ca_system_score_gemma":0.0003879283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804332,"about_ca_topic_score_gemma":0.003913498,"domain_scores_codex":[0.9997085,0.0001000583,0.00002140971,0.00003042031,0.00007085316,0.00006867966],"domain_scores_gemma":[0.9978747,0.0003434795,0.0008110562,0.00009940922,0.00007569409,0.0007956314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004984842,0.001109735,0.9841196,0.00003057535,0.000102302,0.0001432538,0.0007657181,0.00005998454,0.001190228,0.000161732,0.0003095546,0.01150872],"study_design_scores_gemma":[0.00001604799,0.0004332085,0.9980083,0.00001114201,0.00003423887,0.00007894495,0.0006633193,0.000195453,0.0001925253,0.0002212375,0.000140108,0.000005498638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995269,0.00005948285,0.00001554652,0.0001507826,0.000004926974,0.000002525165,0.000009340771,0.000001800945,0.0002287174],"genre_scores_gemma":[0.9998098,0.00004861204,0.00001995892,0.00003104745,0.000003953226,0.000001655457,0.00001040204,3.033894e-7,0.0000743018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001804332,"threshold_uncertainty_score":0.005271375,"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."}}