{"id":"W3178741733","doi":"10.3389/fpsyg.2021.647830","title":"Obligation or Desire: Variation in Motivation for Compliance With COVID-19 Public Health Guidance","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Cultural Differences and Values","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Prosocial behavior; Obligation; Compliance (psychology); Psychology; Social distance; Social psychology; Variation (astronomy); Distancing; Coronavirus disease 2019 (COVID-19); Independence (probability theory); Public health; Political science; Disease; Medicine; Law; 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":[0.004324776,0.0001467335,0.0002291949,0.0006780725,0.0005956435,0.001475245,0.0003791084,0.0006129476,0.001381069],"category_scores_gemma":[0.01583743,0.0001783944,0.000328115,0.0005222174,0.001311746,0.000608073,0.001000426,0.0010235,0.0001003654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006388157,"about_ca_system_score_gemma":0.0006293878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00605807,"about_ca_topic_score_gemma":0.00766807,"domain_scores_codex":[0.9973809,0.001433033,0.0001716044,0.0003391573,0.0004005347,0.0002747932],"domain_scores_gemma":[0.9885299,0.006482271,0.002400527,0.0007658485,0.0009836884,0.0008376655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000111629,0.0001014998,0.9697252,0.00003824224,0.0001458836,0.00005922713,0.01967266,0.00009251875,0.0004576615,0.0007545858,0.0002291998,0.008611598],"study_design_scores_gemma":[0.000003272088,0.0000427774,0.9903907,0.00001553237,0.00001535407,0.00004763797,0.00845209,0.0002248507,0.00007952708,0.0003535718,0.0003628299,0.00001192048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985947,0.00008662149,0.0001818684,0.0001166001,0.000006784435,0.000008858999,0.0000344661,0.000001758614,0.0009683621],"genre_scores_gemma":[0.9997873,0.00002255449,0.00008101937,0.0000222409,0.000001434046,0.000004889551,0.00002291076,0.000001348427,0.00005643041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00605807,"threshold_uncertainty_score":0.02287191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3357706714461564,"score_gpt":0.4580995241258506,"score_spread":0.1223288526796943,"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."}}