{"id":"W4417414414","doi":"10.1177/09636625251372820","title":"Shedding light on public perceptions of scientists who engage in wrongness admission amidst a failed replication","year":2025,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"John Templeton Foundation","keywords":"Trustworthiness; Perception; Public engagement; Public trust; Work (physics); Science communication; Public funding; Psychological science","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","sts"],"consensus_categories":[],"category_scores_codex":[0.1364243,0.0004247566,0.0008861632,0.001677366,0.005419469,0.00638026,0.001409973,0.003986368,0.003549686],"category_scores_gemma":[0.3866286,0.0005657681,0.001195196,0.001361311,0.008829348,0.006602811,0.007729582,0.005437444,0.0003811106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003481619,"about_ca_system_score_gemma":0.006107091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003564063,"about_ca_topic_score_gemma":0.004357393,"domain_scores_codex":[0.8851771,0.07847136,0.007935788,0.004838596,0.01892389,0.004653136],"domain_scores_gemma":[0.4331374,0.3412524,0.1002912,0.08102819,0.03399972,0.01029112],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002292836,0.0009706381,0.6048437,0.0009646491,0.0006902878,0.001456097,0.2732974,0.000690621,0.01553656,0.01561422,0.004342942,0.07930009],"study_design_scores_gemma":[0.0003123924,0.002175258,0.6148427,0.001390932,0.000816067,0.0009839264,0.2819645,0.004325686,0.01399578,0.05081305,0.02788096,0.000498641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981157,0.0004252637,0.003450413,0.008486768,0.0001975941,0.00009666789,0.00006601439,0.00004591376,0.006074531],"genre_scores_gemma":[0.9977371,0.0001089105,0.0008457107,0.0008920984,0.00006287141,0.00006882897,0.00002867465,0.00001544361,0.0002402548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9945805,"threshold_uncertainty_score":0.7214891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3669841485490524,"score_gpt":0.4496732213267202,"score_spread":0.08268907277766774,"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."}}