{"id":"W3101313621","doi":"10.1101/2020.11.17.20233585","title":"Negative attitudes about facemasks during the COVID-19 pandemic: The dual importance of perceived ineffectiveness and psychological reactance","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Research Topics","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of British Columbia","funders":"","keywords":"Social distance; Reactance; Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; Social psychology; Distancing; Limiting; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Engineering","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":[0.001540438,0.0003820164,0.0006350137,0.00006210263,0.0003364981,0.00005188074,0.0009084322,0.0003981472,0.0006208055],"category_scores_gemma":[0.001297837,0.000217685,0.0001346292,0.0002393232,0.001113257,0.00005065463,0.001053864,0.002256535,0.00002744141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798719,"about_ca_system_score_gemma":0.0001502721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002997037,"about_ca_topic_score_gemma":0.000272031,"domain_scores_codex":[0.9952895,0.001992509,0.0006367416,0.001034915,0.0005100255,0.0005363237],"domain_scores_gemma":[0.9959396,0.002032637,0.000507159,0.001104338,0.00007719392,0.0003390762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007277928,0.0001472378,0.9866909,0.001062949,0.0001565696,0.0001186714,0.007712211,0.00001528663,0.001454557,0.001065737,0.0002617457,0.0005863172],"study_design_scores_gemma":[0.0008599309,0.0001717053,0.9941753,0.0001167219,0.00002526235,0.0001006083,0.0006359468,0.00001867072,0.00005726666,0.002247569,0.001387748,0.0002032851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870801,0.001733951,0.0000814935,0.006425306,0.0005433265,0.00219851,0.0001550276,0.00009838362,0.001683882],"genre_scores_gemma":[0.9957408,0.001047025,0.0000892164,0.00156447,0.0002800628,0.0007011573,0.00001519709,0.00004107156,0.0005209711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008660709,"threshold_uncertainty_score":0.9803649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2454364277729645,"score_gpt":0.4867904591689636,"score_spread":0.2413540313959992,"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."}}