{"id":"W4404993706","doi":"10.1080/02699931.2024.2434149","title":"Up and down: counterfactual closeness is robust to direction of comparison","year":2024,"lang":"en","type":"article","venue":"Cognition & Emotion","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Counterfactual thinking; Closeness; Psychology; Social psychology; Luck; Outcome (game theory); Cognitive psychology; Developmental psychology; Economics; Mathematics; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008382514,0.0003540549,0.0005762579,0.000800172,0.0004891943,0.002774816,0.0006455859,0.0009480855,0.004422985],"category_scores_gemma":[0.08362211,0.0006052762,0.0006445687,0.0004821258,0.002391559,0.002740159,0.0022152,0.001369669,0.0004066812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440885,"about_ca_system_score_gemma":0.0002604786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546742,"about_ca_topic_score_gemma":0.0007647,"domain_scores_codex":[0.991744,0.003125237,0.0003782435,0.0028673,0.001618594,0.0002666862],"domain_scores_gemma":[0.9483773,0.02741798,0.01110887,0.009328009,0.002574741,0.001193183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01633839,0.0008833482,0.3866569,0.001593538,0.002593527,0.001482976,0.01706391,0.01578004,0.26707,0.06146053,0.003893111,0.2251838],"study_design_scores_gemma":[0.0003168258,0.00124216,0.8707777,0.0001282065,0.0005751263,0.001221952,0.001681301,0.01820029,0.02183375,0.07742439,0.00629513,0.0003032179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523238,0.0005466979,0.02564086,0.0004301382,0.00009612291,0.00009306854,0.0002229237,0.0001307687,0.02051556],"genre_scores_gemma":[0.9954351,0.00008403036,0.003719472,0.0001552747,0.00002467924,0.00002883631,0.0001422948,0.00005449344,0.0003559352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008382514,"threshold_uncertainty_score":0.04433149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2087198992975249,"score_gpt":0.4235497518062002,"score_spread":0.2148298525086754,"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."}}