{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001904394,0.0002445458,0.0003812997,0.000895902,0.001254277,0.005281863,0.0002454774,0.001349597,0.01500708],"category_scores_gemma":[0.01893577,0.0002614766,0.000195796,0.0009952798,0.001226886,0.004321806,0.0006285314,0.001774824,0.004220689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004822717,"about_ca_system_score_gemma":0.0004439743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442784,"about_ca_topic_score_gemma":0.002800998,"domain_scores_codex":[0.9987526,0.0005184942,0.00004098543,0.0001514254,0.0003826058,0.0001538581],"domain_scores_gemma":[0.9936451,0.002573133,0.00112925,0.0003984002,0.001441842,0.0008124458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006116546,0.0004947497,0.215763,0.0004985392,0.0006161383,0.0007727281,0.02375944,0.0006998117,0.005252,0.1273593,0.2487401,0.3754326],"study_design_scores_gemma":[0.00009659705,0.0005004729,0.2181847,0.0008154847,0.0006572518,0.003485419,0.08982492,0.01118066,0.005020047,0.2569914,0.412928,0.0003150007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5231017,0.00657655,0.01689737,0.1100682,0.002249297,0.00006370601,0.0008061412,0.0003639563,0.3398731],"genre_scores_gemma":[0.9554515,0.002005344,0.002586075,0.007956796,0.0005420604,0.00002156055,0.0001559809,0.00009777324,0.03118284],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01500708,"threshold_uncertainty_score":0.05020368,"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."}}