{"id":"W1985357152","doi":"10.1111/j.1467-9280.2008.02167.x","title":"Looking While Unhappy","year":2008,"lang":"en","type":"article","venue":"Psychological Science","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":270,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Waterloo","funders":"National Institute on Aging","keywords":"Gaze; Psychology; Mood; Valence (chemistry); Feeling; Developmental psychology; Eye tracking; Young adult; Contrast (vision); Cognitive psychology; Social psychology; Psychoanalysis","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009411273,0.000113315,0.0001492347,0.0001183271,0.000640997,0.00002478066,0.0009098471,0.000112205,0.004486124],"category_scores_gemma":[0.0001472855,0.00008174608,0.00005001675,0.0008903901,0.002729347,0.0001114786,0.0001154921,0.0003532868,0.003612826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003338353,"about_ca_system_score_gemma":0.0000274519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003597985,"about_ca_topic_score_gemma":0.000002214683,"domain_scores_codex":[0.9977403,0.0001011935,0.0001717253,0.0007539773,0.000421326,0.0008115247],"domain_scores_gemma":[0.998991,0.0001176991,0.00004255602,0.0005323258,0.00007366506,0.0002428289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004031435,0.002894424,0.4802608,0.000007344016,0.00004955388,0.002177072,0.01194978,0.000008528617,0.008345416,0.173242,0.1360413,0.1846206],"study_design_scores_gemma":[0.0005571829,0.0003947737,0.9794028,0.00000558138,0.000002808295,0.0009616813,0.0003879897,0.00003582313,0.0001579338,0.001841548,0.01599593,0.0002559232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6051924,0.0001339223,0.0008011892,0.0006903627,0.000511297,0.00007213251,7.320043e-7,0.0001135837,0.3924844],"genre_scores_gemma":[0.9902295,0.000006792329,0.0007050411,0.0009148366,0.0001156479,0.00002743047,6.10919e-7,0.000005512904,0.007994555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.499142,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652612808542319,"score_gpt":0.4639651269780725,"score_spread":0.2987038461238406,"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."}}