{"id":"W4389986811","doi":"10.1093/pq/pqad116","title":"Imagining Out of Hope","year":2023,"lang":"en","type":"article","venue":"The Philosophical Quarterly","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Wishful thinking; Value (mathematics); Epistemology; Element (criminal law); Sociology; Aesthetics; Philosophy; Psychology; Social psychology; Computer science; Political science; Law","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":[0.002130689,0.0003329584,0.0001687136,0.0006080988,0.001207634,0.003233766,0.0004699941,0.0008832466,0.003880618],"category_scores_gemma":[0.005316041,0.0001569051,0.000414567,0.0002804082,0.01538738,0.004145974,0.003173972,0.002590531,0.0002988068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009218982,"about_ca_system_score_gemma":0.0007259038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004419216,"about_ca_topic_score_gemma":0.0004947683,"domain_scores_codex":[0.9983267,0.001201791,0.00003555517,0.000078313,0.0002584419,0.00009905414],"domain_scores_gemma":[0.9969779,0.001759601,0.0003164593,0.0003126409,0.0003131425,0.0003202198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005799974,0.00004245574,0.0009861151,0.0001503417,0.000013836,0.0003094679,0.04814377,0.0003544887,0.002287606,0.9330059,0.00303054,0.01161759],"study_design_scores_gemma":[0.0000315976,0.0001278879,0.002247356,0.0002965065,0.000022344,0.0007036246,0.03225337,0.001107751,0.001792568,0.8802807,0.08109832,0.0000380362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3381824,0.006158625,0.09394378,0.03295236,0.001081405,0.00008751934,0.000145386,0.0002064612,0.5272421],"genre_scores_gemma":[0.9933201,0.0005298269,0.002821489,0.0004308522,0.00005298059,0.00001285362,0.00001789447,0.00001248428,0.002801522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003880618,"threshold_uncertainty_score":0.01298195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389328396481385,"score_gpt":0.3278720984421399,"score_spread":0.2889392587940014,"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."}}