{"id":"W4308485658","doi":"10.1037/dec0000197","title":"Risky choice and memory for effort: Hard work stands out.","year":2022,"lang":"en","type":"article","venue":"Decision","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Gambling Research Institute, University of Calgary; Natural Sciences and Engineering Research Council of Canada; Leverhulme Trust","keywords":"Work (physics); Computer science; Psychology; Engineering; Mechanical engineering","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":[0.002129193,0.0005482381,0.000397641,0.0007835582,0.0003532926,0.001606372,0.0004559583,0.0009433482,0.004460903],"category_scores_gemma":[0.01321687,0.0002424572,0.0003724713,0.0004371463,0.001389573,0.001754313,0.001444326,0.0008899401,0.0003429799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726902,"about_ca_system_score_gemma":0.0002121739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005500524,"about_ca_topic_score_gemma":0.0008320763,"domain_scores_codex":[0.999332,0.0001767527,0.00006135206,0.00013883,0.000219816,0.00007118979],"domain_scores_gemma":[0.9934882,0.002483056,0.002154157,0.0007271838,0.0003781286,0.000769279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002651568,0.0008700672,0.7389805,0.0005968524,0.0006993944,0.0007492327,0.004290582,0.001332558,0.02181907,0.01246335,0.001429815,0.2141169],"study_design_scores_gemma":[0.00004000854,0.0009758722,0.9563107,0.0002113612,0.0002063357,0.001191169,0.001673415,0.001998856,0.002765611,0.03192099,0.002599596,0.0001061207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888589,0.001761034,0.003097813,0.000586778,0.0000506553,0.00001701451,0.00007557154,0.00001333474,0.005538896],"genre_scores_gemma":[0.9978677,0.0003298707,0.000882221,0.0001798733,0.00003320579,0.000009928209,0.00004747871,0.000005461007,0.0006441018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004460903,"threshold_uncertainty_score":0.01492321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07534274438633863,"score_gpt":0.4084791896991608,"score_spread":0.3331364453128222,"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."}}