{"id":"W4389792000","doi":"10.1111/spc3.12909","title":"Conceptual replication and extension of health behavior theories' predictions in the context of COVID‐19: Evidence across countries and over time","year":2023,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Instituto de Salud Carlos III; New York University Abu Dhabi; Rijksuniversiteit Groningen; York University; Hellenic Academic Libraries Link; European Association of Social Psychology","keywords":"Coping (psychology); Psychology; Cognition; Preparedness; Social psychology; Coronavirus disease 2019 (COVID-19); Developmental psychology; Clinical psychology; Medicine; Disease; Psychiatry; Political science; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002318123,0.000114766,0.0003449445,0.00004664265,0.0003861581,0.00001567045,0.0001073623,0.0001529344,0.0001039726],"category_scores_gemma":[0.00008823039,0.00009571693,0.00003992256,0.0002156267,0.001899787,0.00007578859,0.00004372338,0.0001861359,0.000003694883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001808124,"about_ca_system_score_gemma":0.00004990262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293398,"about_ca_topic_score_gemma":0.0001674939,"domain_scores_codex":[0.9981166,0.0007298384,0.0003769065,0.0004003193,0.0001447247,0.0002315757],"domain_scores_gemma":[0.9987319,0.0006758874,0.0002217735,0.0002453141,0.00006348013,0.00006162074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005601208,0.0002286061,0.43597,0.00009654171,0.0000668829,0.000006953476,0.4390316,5.471288e-7,0.0002778108,0.1038713,0.01227114,0.007618415],"study_design_scores_gemma":[0.000950562,0.0002065805,0.9578432,0.00002682844,0.00002415913,0.00002751577,0.03514276,0.00002193363,0.000002260988,0.002373286,0.003296213,0.00008463586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844499,0.001480299,0.00007106354,0.01285033,0.0001635821,0.0003720617,0.000207706,0.00002883478,0.000376207],"genre_scores_gemma":[0.996232,0.0004544786,0.000008679534,0.003027173,0.00006591803,0.00005101509,0.00002997158,0.000007162723,0.0001235882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218732,"threshold_uncertainty_score":0.6999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113492090545374,"score_gpt":0.4534420204452312,"score_spread":0.3420928113906938,"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."}}