{"id":"W4410403153","doi":"10.1037/emo0001538","title":"Peripheral information’s effect on emotional intensity depends on depression level.","year":2025,"lang":"en","type":"article","venue":"Emotion","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Joseph and Harvey Meyerhoff Family Charitable Funds","keywords":"Psychology; Depression (economics); Peripheral; Intensity (physics); Cognitive psychology; Developmental psychology; Medicine; Optics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003466876,0.0001390886,0.0001673254,0.0001749112,0.0002921613,0.00002448247,0.00007992928,0.0001329143,0.0003167027],"category_scores_gemma":[0.0001764022,0.0001156759,0.00006495871,0.0001514257,0.00002690517,0.0001206881,0.00003156825,0.0002625447,0.0009588698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518095,"about_ca_system_score_gemma":0.00002747688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116229,"about_ca_topic_score_gemma":0.00001095455,"domain_scores_codex":[0.9989925,0.0001581476,0.0002340503,0.0001915835,0.0001835971,0.0002400932],"domain_scores_gemma":[0.9994524,0.0001382494,0.0000680954,0.0002122071,0.00008249066,0.00004661176],"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":[0.001755493,0.0003120894,0.09794546,0.0001760872,0.000129253,0.00001011129,0.00289696,0.0002746289,0.00006710939,0.01774164,0.2877651,0.5909261],"study_design_scores_gemma":[0.001099668,0.0004776245,0.9748775,0.0001730195,0.00001077034,0.000004882128,0.00008964819,0.0001037263,0.000362363,0.0003706909,0.02232385,0.0001062248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873776,0.0000334609,0.003436104,0.003388451,0.003710823,0.000316085,0.00001416766,0.0001412525,0.1151837],"genre_scores_gemma":[0.9906526,0.000003853064,0.00004469555,0.005995079,0.000165032,0.00003064137,0.00006849339,0.000005765705,0.0030338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8769321,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079626184389295,"score_gpt":0.3317907169142323,"score_spread":0.3109944550703393,"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."}}