{"id":"W4401276261","doi":"10.1177/13563890241265859","title":"Post-truth and pathways for evaluators","year":2024,"lang":"en","type":"article","venue":"Evaluation","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Disinformation; Transformative learning; Skepticism; Post truth; Politics; Phenomenon; Narrative; Fake news; Sociology; Premise; Political science; Public relations; Epistemology; Social media; Law; Media studies","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.122276,0.0007196036,0.0006770532,0.003082067,0.01301506,0.02006193,0.002166497,0.005880135,0.01252516],"category_scores_gemma":[0.2086393,0.0007562782,0.0006491074,0.001737403,0.02889755,0.01864457,0.01959853,0.008545632,0.001642799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021359,"about_ca_system_score_gemma":0.02003512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003343313,"about_ca_topic_score_gemma":0.004060132,"domain_scores_codex":[0.8480664,0.1268383,0.00314039,0.005454591,0.008800624,0.007699737],"domain_scores_gemma":[0.7815402,0.1482687,0.01449356,0.01166538,0.02954952,0.01448259],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003219645,0.0001793888,0.01268198,0.000792645,0.00006396903,0.001267572,0.3413911,0.0005281924,0.001374771,0.4608098,0.02214574,0.1584428],"study_design_scores_gemma":[0.0001214814,0.0003950566,0.006262733,0.002923372,0.0000651556,0.00071782,0.2477844,0.001188154,0.002094744,0.3301681,0.4081068,0.000172161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1850514,0.01053208,0.09726804,0.3582702,0.003517452,0.001604509,0.000179981,0.0005507244,0.3430257],"genre_scores_gemma":[0.9458624,0.001672721,0.01380786,0.01497272,0.000478736,0.0006765018,0.00005709349,0.0002266763,0.02224523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8777241,"threshold_uncertainty_score":0.6466648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0724581220496297,"score_gpt":0.4204130039843808,"score_spread":0.3479548819347511,"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."}}