{"id":"W4319788722","doi":"10.1080/10510974.2023.2169730","title":"Journalists’ Views and Management of Dark Participation","year":2023,"lang":"en","type":"article","venue":"Communication Studies","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Misinformation; Social media; Disinformation; Sociology; Media studies; Slogan; Public relations; Political science; Psychology; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031932,0.00002984019,0.00007581348,0.00005050521,0.0003942485,0.00002208579,0.0001106545,0.00001263977,0.00001448628],"category_scores_gemma":[0.000143036,0.00002620965,0.00001323076,0.0002748226,0.0001653621,0.0001743394,0.0001037324,0.00002665025,0.00002731503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001866536,"about_ca_system_score_gemma":0.000008141826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002096663,"about_ca_topic_score_gemma":0.00009917621,"domain_scores_codex":[0.9994377,0.0001312247,0.0001757123,0.00003096079,0.0001489889,0.00007536689],"domain_scores_gemma":[0.9994907,0.0001011632,0.0001085075,0.0001703468,0.0001004879,0.00002878075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001042003,0.00003915865,0.003164782,0.0001991088,0.0001916824,3.833501e-7,0.5061744,0.00002647668,0.00003281957,0.2697234,0.08632012,0.1341172],"study_design_scores_gemma":[0.0004115324,0.0000214996,0.261808,0.0002663975,0.00004780323,2.321023e-7,0.3165883,0.0001137943,0.00006914758,0.008003079,0.412543,0.0001271429],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7457988,0.009537594,0.00009823027,0.01613818,0.0001369195,0.0003936599,0.00000306886,0.0001364756,0.2277571],"genre_scores_gemma":[0.8965697,0.1018523,0.0003315019,0.00008959122,0.00000645336,0.000006386626,0.00000314688,0.000001613841,0.001139356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3262229,"threshold_uncertainty_score":0.3032281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3806533733614309,"score_gpt":0.5157059072565313,"score_spread":0.1350525338951004,"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."}}