{"id":"W6925237226","doi":"10.17605/osf.io/bwa9u","title":"Culture and emotion-health link","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Link (geometry); Terminal (telecommunication); Expression (computer science); Set (abstract data type); Data link","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":[0.003108252,0.0003861738,0.0003834826,0.001031971,0.001638334,0.006594809,0.0005410046,0.0007935098,0.01822084],"category_scores_gemma":[0.007824779,0.0001202419,0.0005064742,0.001568279,0.003001429,0.003545063,0.003450171,0.001712907,0.001004247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327213,"about_ca_system_score_gemma":0.002440208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135757,"about_ca_topic_score_gemma":0.01336843,"domain_scores_codex":[0.9986389,0.0006818846,0.000049642,0.0001840786,0.0002379037,0.0002076233],"domain_scores_gemma":[0.9936373,0.003159333,0.0009225411,0.0004945554,0.001127176,0.0006591745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002495508,0.0003467641,0.1198473,0.0008149903,0.0002373647,0.0007030548,0.03502426,0.0008569037,0.001408915,0.6095948,0.01076008,0.220156],"study_design_scores_gemma":[0.00005549855,0.0002648377,0.277835,0.001854312,0.0003277419,0.001053166,0.1612546,0.001948297,0.002749079,0.4076724,0.1448115,0.000173536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3634442,0.00929202,0.01498693,0.03793894,0.001242438,0.0001304883,0.00139811,0.00006892113,0.5714979],"genre_scores_gemma":[0.9703141,0.005182999,0.003526868,0.003216537,0.0001736638,0.00009845645,0.000238813,0.00004834358,0.01720026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01822084,"threshold_uncertainty_score":0.06095481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04987157581134423,"score_gpt":0.3601890232306936,"score_spread":0.3103174474193494,"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."}}