{"id":"W2890219756","doi":"10.1037/pspa0000127","title":"Eyes on the prize: The preference to invest resources in goals over means.","year":2018,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Booth University College","funders":"","keywords":"Preference; Psychology; Dyad; Goal orientation; Goal pursuit; PsycINFO; Goal setting; Normative; Order (exchange); Resource allocation; Social psychology; Investment (military); Perception; Resource (disambiguation); Hierarchy; Microeconomics; Economics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001399766,0.0002007778,0.0001742596,0.0004231074,0.0006888942,0.001750882,0.0002725189,0.0007215023,0.007049034],"category_scores_gemma":[0.01025908,0.0001600178,0.0001754767,0.0003008727,0.001021339,0.001267811,0.001032175,0.001064323,0.0004198021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358129,"about_ca_system_score_gemma":0.0002250021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135472,"about_ca_topic_score_gemma":0.00349899,"domain_scores_codex":[0.9993386,0.0003038898,0.00002576593,0.00007701798,0.0001911008,0.00006363373],"domain_scores_gemma":[0.9957008,0.00189379,0.001456136,0.0002873044,0.0002466292,0.0004152792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003771989,0.001143208,0.7488188,0.0006064514,0.0004759307,0.001358812,0.03127466,0.000525175,0.0240593,0.02323958,0.01542391,0.1493022],"study_design_scores_gemma":[0.0001517661,0.00103477,0.9265887,0.0001802481,0.0001861844,0.002184786,0.03480238,0.001435208,0.001894388,0.01687954,0.0145787,0.0000832568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813075,0.0003488336,0.0007393414,0.0008099099,0.00003364653,0.00001058082,0.00006022364,0.000008299327,0.0166816],"genre_scores_gemma":[0.9975387,0.0001618137,0.0004626316,0.000400146,0.00001211253,0.00001093849,0.00005645889,0.000006495252,0.001350752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007049034,"threshold_uncertainty_score":0.02358133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2335100208196131,"score_gpt":0.4738853866430691,"score_spread":0.240375365823456,"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."}}