{"id":"W1975384768","doi":"10.1126/science.1160769","title":"Automatic Mental Associations Predict Future Choices of Undecided Decision-Makers","year":2008,"lang":"en","type":"article","venue":"Science","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Unconscious mind; Categorization; Psychology; Task (project management); Social psychology; Control (management); Cognitive psychology; Information processing; Computer science; Artificial intelligence","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":[0.001538897,0.0002121065,0.0001693386,0.0005643411,0.0002219092,0.001153127,0.000175852,0.0004289737,0.002437467],"category_scores_gemma":[0.01324518,0.0001710296,0.0001969357,0.000200555,0.0005894947,0.0005131921,0.0004150906,0.0008460952,0.0002158216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025019,"about_ca_system_score_gemma":0.0001861365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008741407,"about_ca_topic_score_gemma":0.001210705,"domain_scores_codex":[0.9995803,0.00015047,0.00003967041,0.00006801065,0.00009133016,0.00007029397],"domain_scores_gemma":[0.9901715,0.003652164,0.003610458,0.0008571867,0.0007043001,0.001004372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008514073,0.0007228926,0.9682511,0.00003672571,0.0000889911,0.0002582583,0.001198874,0.0009355943,0.01029832,0.001099971,0.0001780709,0.01607972],"study_design_scores_gemma":[0.0000417039,0.0005135931,0.9844301,0.00001540281,0.00003995035,0.0003073923,0.0008012014,0.006194466,0.003221503,0.004029544,0.0003640042,0.00004113679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993957,0.00001629694,0.0001985948,0.00002052149,0.000002746521,0.000003961188,0.00001111218,0.000002217873,0.000348794],"genre_scores_gemma":[0.999338,0.00002025178,0.0004257953,0.00001377416,0.000002774996,0.000002970851,0.0000296302,0.000001250987,0.0001656129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002437467,"threshold_uncertainty_score":0.008154154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08991233316250512,"score_gpt":0.3960210399360344,"score_spread":0.3061087067735292,"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."}}