{"id":"W2137360512","doi":"10.1177/0963721413498892","title":"Romantic Relationships Conceptualized as a Judgment and Decision-Making Domain","year":2013,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Romance; Psychology; Heuristic; Style (visual arts); Social psychology; Field (mathematics); Consumerism; Key (lock); Artificial intelligence; Computer science; Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008944974,0.0001738262,0.0001836087,0.0003985915,0.000738205,0.0001389533,0.0003483818,0.0001413914,0.001704606],"category_scores_gemma":[0.0004801417,0.000135828,0.00004999262,0.001778232,0.001138654,0.000334226,0.0001139308,0.0005987948,0.000867713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325241,"about_ca_system_score_gemma":0.00002306826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002486446,"about_ca_topic_score_gemma":0.00001462638,"domain_scores_codex":[0.9977971,0.0001991144,0.0004391812,0.0007477199,0.0003441869,0.0004726842],"domain_scores_gemma":[0.9985446,0.0007234645,0.0001164872,0.0003751891,0.00007518437,0.000165023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004203255,0.0009900813,0.4581016,0.000004250949,0.0000116982,0.000008363754,0.003239745,0.00004453431,0.0001254734,0.2245178,0.001757868,0.3111566],"study_design_scores_gemma":[0.0005835118,0.00008291246,0.8250576,0.00008934773,0.000008413286,0.00004619974,0.001463054,0.0005916239,5.152786e-7,0.169652,0.002207051,0.0002177028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522625,0.001488485,0.006731305,0.0004229987,0.002813813,0.0006174186,0.000001968969,0.0001205523,0.03554101],"genre_scores_gemma":[0.994102,0.0001159158,0.005217265,0.00008757434,0.00005550813,0.0002401169,0.000002289397,0.000007863198,0.0001714491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.366956,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06275242414107002,"score_gpt":0.4742609401768026,"score_spread":0.4115085160357326,"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."}}