{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009149715,0.000320935,0.0003795123,0.002889999,0.01752796,0.009234793,0.001128857,0.002476206,0.002485316],"category_scores_gemma":[0.03243672,0.0004455307,0.0002987017,0.002341772,0.009052873,0.002985605,0.005669029,0.003276111,0.0003211171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01097793,"about_ca_system_score_gemma":0.01613165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2050521,"about_ca_topic_score_gemma":0.2647114,"domain_scores_codex":[0.9854977,0.006442129,0.0004078475,0.0006407061,0.004144901,0.002866624],"domain_scores_gemma":[0.9612311,0.01359342,0.007247156,0.001026989,0.007356798,0.009544553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001316024,0.00005481879,0.05176936,0.0001953805,0.00003643402,0.001531653,0.919217,0.00005760459,0.002185288,0.003307855,0.005581884,0.01593116],"study_design_scores_gemma":[0.0000154689,0.0000817728,0.04486939,0.0001827268,0.00002502504,0.0005749828,0.8824127,0.00008745608,0.0004579466,0.00068669,0.07052698,0.00007886123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306795,0.00193487,0.0005325657,0.01431328,0.0003542835,0.0000752904,0.00008965444,0.00003286892,0.05198785],"genre_scores_gemma":[0.9932545,0.0006446303,0.0001529437,0.001676865,0.0001062058,0.00002223026,0.00003031384,0.00001302455,0.004099293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050521,"threshold_uncertainty_score":0.4077172,"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."}}