{"id":"W6958478380","doi":"10.6084/m9.figshare.19292098.v1","title":"Does Third-Party Fact-Checking Increase Trust in News Stories? An Australian Case Study Using the “Sports Rorts” Affair","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"News media; Government (linguistics); Sample (material); Politics; Construct (python library); Centrality; Test (biology); Media coverage","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":[0.0002703416,0.0002061243,0.0002018183,0.0000785051,0.0008083266,0.0001475743,0.0003397423,0.00004832807,0.1389292],"category_scores_gemma":[0.0001207829,0.0001219188,0.00005105443,0.0004626447,0.00001272124,0.0004909737,0.00008412496,0.0004034425,0.00003519717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002456193,"about_ca_system_score_gemma":0.0001408107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02129258,"about_ca_topic_score_gemma":0.05075791,"domain_scores_codex":[0.9982994,0.0002332639,0.0002420453,0.00039903,0.0004091305,0.0004171399],"domain_scores_gemma":[0.999199,0.00009764221,0.0001462276,0.0003493105,0.00002915838,0.0001786054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007658258,0.0001534548,0.9237566,0.0001050146,0.00001870405,0.01547354,0.01025636,0.03037744,0.000002200759,5.342841e-7,0.0123264,0.007453136],"study_design_scores_gemma":[0.001280371,0.001023136,0.5443799,0.0003284439,0.00007940963,0.002738732,0.2845853,0.05936793,0.00003946932,0.00009706357,0.1047729,0.001307372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720036,0.000091465,1.310703e-7,0.00006884594,0.0002083989,0.0005616647,0.02669733,0.00005807442,0.000310439],"genre_scores_gemma":[0.9910758,7.177002e-7,0.00001941039,0.0001483275,0.0001621929,0.00002986642,0.008350244,0.000009366707,0.0002040673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3793767,"threshold_uncertainty_score":0.9852247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05210481225412112,"score_gpt":0.2821628023878799,"score_spread":0.2300579901337588,"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."}}