{"id":"W2053476798","doi":"10.1016/j.obhdp.2009.11.007","title":"What types of advice do decision-makers prefer?","year":2010,"lang":"en","type":"article","venue":"Organizational Behavior and Human Decision Processes","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":158,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Advice (programming); Situational ethics; Psychology; Decision maker; Perspective (graphical); Autonomy; Interpersonal communication; Decision analysis; Social psychology; Management science; Applied psychology; Computer science; Political science; Engineering; 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":[0.01642302,0.0004658339,0.001179339,0.00196176,0.0008840317,0.003245868,0.0008299569,0.004399988,0.005933831],"category_scores_gemma":[0.1397287,0.0002637309,0.0008245764,0.001232364,0.001273376,0.004052748,0.0007030492,0.002657343,0.001728043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112933,"about_ca_system_score_gemma":0.00163579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176697,"about_ca_topic_score_gemma":0.004167576,"domain_scores_codex":[0.991191,0.005473027,0.0006697436,0.0005363285,0.001561296,0.0005686696],"domain_scores_gemma":[0.9113127,0.07329467,0.004825708,0.001456534,0.006251436,0.002858922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006182411,0.001727127,0.1430201,0.002599568,0.001307036,0.0005597316,0.007062315,0.003376264,0.002193441,0.00587038,0.03008585,0.7960157],"study_design_scores_gemma":[0.006615531,0.005798473,0.4257373,0.01084502,0.007942252,0.004389428,0.06501605,0.07340311,0.01059234,0.2880634,0.1006724,0.0009246419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7609469,0.01112,0.02656447,0.1383732,0.00174522,0.0004162749,0.001076943,0.0004495882,0.05930747],"genre_scores_gemma":[0.9752068,0.002552143,0.01251853,0.007731953,0.000560076,0.0001129761,0.0002246442,0.00005991732,0.001032953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01642302,"threshold_uncertainty_score":0.08685428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05479233121572701,"score_gpt":0.4294093933916098,"score_spread":0.3746170621758828,"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."}}