{"id":"W4411062517","doi":"10.1037/pspa0000452","title":"Goal harmony.","year":2025,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Leadership, Behavior, and Decision-Making Studies","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Booth University College","funders":"","keywords":"Psychology; Social psychology; Harmony (color)","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":[],"consensus_categories":[],"category_scores_codex":[0.003618909,0.0001181382,0.0005010495,0.0002850645,0.0004060171,0.0001330083,0.0004500031,0.0001796814,0.0002118869],"category_scores_gemma":[0.001186538,0.00008360445,0.0002796751,0.0003899182,0.0004883423,0.0001784714,0.00007046991,0.0003950391,0.00002390218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003173821,"about_ca_system_score_gemma":0.00009132652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009635683,"about_ca_topic_score_gemma":0.00002229251,"domain_scores_codex":[0.9976209,0.0003875961,0.0007717632,0.0002582658,0.0007481199,0.0002132883],"domain_scores_gemma":[0.9978445,0.001033131,0.0004049005,0.0001442354,0.0005117055,0.00006156151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009186135,0.0005174661,0.120988,0.0000148403,0.0002637923,0.00012586,0.03256081,0.000001478513,0.0005398666,0.03326092,0.5456484,0.26516],"study_design_scores_gemma":[0.001233096,0.0001568633,0.6884792,0.00001992684,0.00006410555,0.00006884033,0.01523024,0.00000336173,0.000008457928,0.1282878,0.1663222,0.0001259596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141399,0.001436703,0.00259738,0.06664628,0.00218318,0.00005442342,0.000009626647,0.00000909507,0.01292341],"genre_scores_gemma":[0.9910728,0.00006134268,0.0002919447,0.005936672,0.0004485217,8.055589e-7,2.073315e-7,0.00000368943,0.002184021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5674912,"threshold_uncertainty_score":0.340929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386763304923449,"score_gpt":0.5122140607846749,"score_spread":0.27353773029233,"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."}}