{"id":"W4200149232","doi":"10.1177/14648849211064001","title":"“Toxic atmosphere effect”: Uncivil online comments cue negative audience perceptions of news outlet credibility","year":2021,"lang":"en","type":"article","venue":"Journalism","topic":"Social Media and Politics","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"United Nations Democracy Fund; William and Flora Hewlett Foundation; Rita Allen Foundation","keywords":"Incivility; Credibility; Expectancy theory; Advertising; Perception; Atmosphere (unit); News values; Psychology; Democracy; Social psychology; Newspaper; Political science; Business; Politics; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004787472,0.0001195717,0.0003069778,0.00001190755,0.0005161461,0.00004835664,0.0002396543,0.0001446665,0.001331638],"category_scores_gemma":[0.002370356,0.0001101079,0.0001796339,0.0003971434,0.0004480772,0.0001646266,0.0000636723,0.0003610727,0.00002950546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609878,"about_ca_system_score_gemma":0.0005099147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005405496,"about_ca_topic_score_gemma":0.014835,"domain_scores_codex":[0.9976314,0.0009167455,0.0003427942,0.0001777697,0.0005689861,0.0003623598],"domain_scores_gemma":[0.9980906,0.0008416471,0.0002023133,0.0002051924,0.0003761954,0.0002840871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003602462,0.00084494,0.6149892,0.00007921435,0.0001699293,0.00007690296,0.3387129,0.00004350329,0.003100626,0.005993931,0.0243204,0.0116324],"study_design_scores_gemma":[0.002975999,0.0004655595,0.379766,0.0005502693,0.000305092,0.00002549117,0.4722877,0.0001959657,0.00440169,0.05410072,0.08409493,0.0008305599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856825,0.0001915283,0.00006591305,0.007433811,0.001312678,0.0001473874,0.00006457156,0.00002645244,0.005075144],"genre_scores_gemma":[0.9958355,0.0005247158,0.0007551158,0.0009737538,0.00106038,0.000005571617,0.0000092124,0.000009759894,0.000825974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2352232,"threshold_uncertainty_score":0.9995813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373631728633988,"score_gpt":0.3667633441808253,"score_spread":0.3330270268944854,"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."}}