{"id":"W3047292992","doi":"10.12688/hrbopenres.13105.2","title":"Study protocol for the COvid-19 Toolbox for All IslaNd (CONTAIN) project: A cross-border analysis in Ireland to disentangle psychological, behavioural, media and governmental responses to COVID-19","year":2021,"lang":"en","type":"preprint","venue":"HRB Open Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Irish Research Council; Health Research Board","keywords":"Government (linguistics); Public health; Public relations; Social media; Psychology; Political science; Socioeconomics; Medicine; Sociology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.07700746,0.003032687,0.00463056,0.004750637,0.00509432,0.00602658,0.005997347,0.004154535,0.1011152],"category_scores_gemma":[0.05122687,0.006135219,0.004060938,0.003700809,0.003517948,0.004195635,0.006209137,0.008873086,0.02876922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0131077,"about_ca_system_score_gemma":0.05064485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246421,"about_ca_topic_score_gemma":0.03603623,"domain_scores_codex":[0.9692361,0.0190675,0.003787297,0.002935639,0.0023042,0.002669089],"domain_scores_gemma":[0.9653397,0.01034203,0.003634136,0.006045735,0.0102704,0.00436799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05037993,0.02116754,0.0148016,0.07088353,0.0007119617,0.004414493,0.05740353,0.006831962,0.005621024,0.0279119,0.3535109,0.3863617],"study_design_scores_gemma":[0.05871438,0.01704019,0.05377799,0.04700498,0.0004990952,0.0007276697,0.04601398,0.005915518,0.004126107,0.01767077,0.7475646,0.0009447383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00164233,0.0000965314,0.003272073,0.0001993276,0.000132062,0.9909437,0.002541079,0.00006896781,0.001103939],"genre_scores_gemma":[0.0005779625,0.0000449835,0.002771478,0.0001104828,0.00001396258,0.9957954,0.0002829747,0.00001047407,0.0003922968],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1011152,"threshold_uncertainty_score":0.4072592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5534105615219624,"score_gpt":0.6927907641279667,"score_spread":0.1393802026060043,"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."}}