{"id":"W4404590886","doi":"10.1037/ppm0000575","title":"Tension in attention: Hypervigilance helps explain why marginalization leads to doomscrolling.","year":2024,"lang":"en","type":"article","venue":"Psychology of Popular Media","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Hypervigilance; Tension (geology); Psychology; Cognitive psychology; Physics; Classical mechanics; Psychiatry; Anxiety","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007622133,0.0002652364,0.0004258637,0.0009105488,0.00007370447,0.00001362818,0.0003666273,0.000449204,0.003639594],"category_scores_gemma":[0.00005869406,0.0002748018,0.0001394837,0.0008156975,0.000223726,0.0001365733,0.0000434798,0.000461987,0.002028736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004948759,"about_ca_system_score_gemma":0.00001795491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002838471,"about_ca_topic_score_gemma":0.0003087463,"domain_scores_codex":[0.9973536,0.0003378717,0.0006908558,0.0008743468,0.0002403773,0.0005029918],"domain_scores_gemma":[0.9989516,0.0000796482,0.0001002138,0.0006521337,0.00008139346,0.0001350678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002168235,0.001548575,0.5634454,0.0001597658,0.0001317767,0.001415866,0.01107565,0.00002543979,0.02196523,0.05670868,0.3246582,0.01669709],"study_design_scores_gemma":[0.001773941,0.000864576,0.8733875,0.0003548158,0.00009029385,0.0003964614,0.0003880177,0.0000428311,0.00004210015,0.003646174,0.1185066,0.0005067882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659112,0.00708908,0.002756224,0.007369605,0.008546622,0.0004749027,0.00004029076,0.0001951666,0.007616923],"genre_scores_gemma":[0.9925167,0.0001315376,0.001321742,0.002828311,0.0004489657,0.0001625547,0.000184494,0.00005759354,0.0023481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.309942,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886780434820672,"score_gpt":0.3641283555831243,"score_spread":0.3152605512349176,"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."}}