{"id":"W6891336176","doi":"10.3886/e171901v1","title":"Replication Code for: Cognitive Decline, Limited Awareness, Imperfect Agency, and Financial Well-being","year":2023,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Imperfect; Replication (statistics); Cognition; Transfer (computing); Code (set theory); Control (management)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003260662,0.001047804,0.001169553,0.0008421062,0.0007166981,0.0005409507,0.003037746,0.0009951374,0.00004695688],"category_scores_gemma":[0.01754873,0.001169704,0.0001715613,0.001417681,0.0003719452,0.001146705,0.004201236,0.0009209416,0.004902512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993692,"about_ca_system_score_gemma":0.0006216106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419318,"about_ca_topic_score_gemma":0.004275194,"domain_scores_codex":[0.9928928,0.0001889141,0.001155349,0.003854763,0.0008231461,0.001085015],"domain_scores_gemma":[0.9896546,0.00182562,0.001213071,0.006474889,0.0005255818,0.0003062594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003734578,0.0001067669,0.0003099778,0.0006003068,0.0001529113,0.00006188293,0.00006200501,9.597264e-7,0.0004760755,0.00004191213,0.9960005,0.001813271],"study_design_scores_gemma":[0.001803137,0.0001687645,0.0039079,0.0009898421,0.001258902,0.00004454479,0.00003211204,0.0006736648,0.0004282976,0.0009388952,0.9884461,0.001307838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008695282,0.0005065156,0.0002458473,0.0001300461,0.0008237351,0.002366348,0.9865529,0.0006581213,0.00002119514],"genre_scores_gemma":[0.0009381041,0.003124928,0.0003160554,0.0005366471,0.001204308,0.0006576296,0.9927109,0.0004254089,0.00008605944],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01428806,"threshold_uncertainty_score":0.9990753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06196693278144242,"score_gpt":0.3530881401654601,"score_spread":0.2911212073840176,"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."}}