{"id":"W4413579251","doi":"10.64628/aam.ut6qcchcw","title":"Worn down by bad news? You’re not alone …","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Advertising; Internet privacy; Psychology; Business; History; Political science; Computer science","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001512967,0.0003652617,0.0005827174,0.0003851719,0.0001613038,0.002676446,0.001874731,0.0003088586,0.02959352],"category_scores_gemma":[0.0003568884,0.0002762724,0.0004045655,0.0005837255,0.0000702465,0.0008302997,0.00241282,0.0005530287,0.003854889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006817399,"about_ca_system_score_gemma":0.0001209877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004036337,"about_ca_topic_score_gemma":0.0003676477,"domain_scores_codex":[0.9949517,0.0001180356,0.001138399,0.0008456408,0.00257474,0.0003714518],"domain_scores_gemma":[0.9972107,0.0002334531,0.0004619971,0.001420473,0.0004602845,0.0002130564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002640439,0.00007702116,0.003863471,0.00001338629,0.00003974669,0.00001781908,0.0008531239,0.00009789313,0.00009583872,0.0004437773,0.9421458,0.0523257],"study_design_scores_gemma":[0.000791901,0.00003312582,0.02878246,0.00008480565,0.0001175865,0.000003886913,0.01108911,0.003908506,0.00143837,0.001240317,0.9513248,0.001185149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6940091,0.0005459971,0.02340906,0.01845053,0.004354639,0.001059867,0.0003688392,0.0004442879,0.2573577],"genre_scores_gemma":[0.6535222,0.0001632665,0.003264768,0.008336262,0.0002406765,0.00008026355,0.0006952308,0.00002631178,0.333671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07631329,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2717190167165407,"score_gpt":0.4312769432925859,"score_spread":0.1595579265760452,"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."}}