{"id":"W3154358594","doi":"10.12688/hrbopenres.13237.1","title":"Adherence to physical distancing guidance in Ireland: a nationally representative analysis from the International COVID-19 Awareness and Responses Evaluation (iCARE) study","year":2021,"lang":"en","type":"preprint","venue":"HRB Open Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Concordia University; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Social distance; Distancing; Public health; Coronavirus disease 2019 (COVID-19); Environmental health; Psychology; Pandemic; Medicine; Disease; Nursing; Infectious disease (medical specialty)","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":[0.0115658,0.000229983,0.0005333883,0.0005476503,0.0004138713,0.000754535,0.001927826,0.0001270062,0.001260927],"category_scores_gemma":[0.005786049,0.0001929604,0.00009865969,0.00145933,0.0001540299,0.0001429044,0.004663234,0.001065364,0.00003187776],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321151,"about_ca_system_score_gemma":0.005724404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2735825,"about_ca_topic_score_gemma":0.1868554,"domain_scores_codex":[0.9881758,0.006764903,0.0005836089,0.001719712,0.00234163,0.0004143591],"domain_scores_gemma":[0.9900906,0.007345113,0.0001898826,0.001162158,0.0009343501,0.0002778646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003220853,0.001174259,0.8551851,0.0000452174,0.0009224475,0.0001817993,0.1293708,0.001614824,0.00009858794,0.000635685,0.002804108,0.004746357],"study_design_scores_gemma":[0.001678727,0.0002186671,0.935923,0.0001470781,0.0001253985,0.000001190315,0.05507405,0.00353371,0.00001706882,0.002399805,0.0006716889,0.0002095666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849438,0.0005568237,0.0006155095,0.006826057,0.0003586318,0.004636205,0.0005309604,0.00001407555,0.001517926],"genre_scores_gemma":[0.9927112,0.00003697693,0.0001603406,0.0008421998,0.0001784642,0.003936177,0.0006510657,0.00002002553,0.001463513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08672711,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5149960383160594,"score_gpt":0.6501506366004494,"score_spread":0.1351545982843899,"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."}}