{"id":"W3184283304","doi":"10.1093/oso/9780192896209.003.0004","title":"Linked Fate and Economic Optimism","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salience (neuroscience); Ethnic group; Optimism; Social psychology; Inequality; Positive economics; Psychology; Political science; Sociology; Cognitive psychology; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001053165,0.0002181483,0.0003366253,0.00006547508,0.0007482566,0.00009454064,0.0002264057,0.0003094303,0.0001459475],"category_scores_gemma":[0.000005102412,0.0002646294,0.000113369,0.000002959487,0.0003838822,0.00009767422,0.0003234849,0.0002036574,0.000002890394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360404,"about_ca_system_score_gemma":0.0002189456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004294676,"about_ca_topic_score_gemma":0.001638021,"domain_scores_codex":[0.9991203,0.0000251169,0.0001310686,0.000390663,0.0000997218,0.0002331603],"domain_scores_gemma":[0.9994532,0.00005164483,0.0001423683,0.000157677,0.00005646863,0.0001386377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001439438,0.000002530979,0.00002617793,0.00001726028,0.0001865271,0.00004440734,0.003365234,0.000001470315,3.275604e-7,0.9891576,0.004572928,0.002611124],"study_design_scores_gemma":[0.0002599612,0.000008828786,0.00003590446,0.00004834809,0.00007394496,0.000001037318,0.001420278,0.00000236338,0.000002845293,0.001351359,0.9964792,0.0003159279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001784997,0.0003280003,0.00001336305,0.0001207141,0.0002527569,0.0002151312,0.00005023386,0.00007256834,0.9987687],"genre_scores_gemma":[0.0005032115,0.00591246,0.0002872574,0.0000725296,0.0001775262,6.352862e-7,0.0000194379,0.00001473756,0.9930122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9919063,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933526059300669,"score_gpt":0.2283424303464932,"score_spread":0.1890071697534865,"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."}}