{"id":"W3125797495","doi":"10.1080/01609513.2020.1868703","title":"Support in a box labeled IASWG","year":2021,"lang":"en","type":"article","venue":"Social Work With Groups","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Isolation (microbiology); Social support; Social isolation; Pandemic; Psychology; Social work; Support group; Sociology; Social psychology; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Psychotherapist; Psychiatry; Biology; Philosophy; Linguistics; Law; Bioinformatics","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":["insufficient_payload"],"category_scores_codex":[0.001013058,0.00016714,0.0003988553,0.00007516629,0.001141252,0.00001011381,0.0001354405,0.0004638585,0.001810495],"category_scores_gemma":[0.0001187934,0.000152338,0.00005888157,0.001203705,0.00008601608,0.0000767494,0.0000632746,0.001338274,0.0008222768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908365,"about_ca_system_score_gemma":0.0007902778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008934784,"about_ca_topic_score_gemma":0.001423633,"domain_scores_codex":[0.9970118,0.0009432904,0.0004981093,0.0003983822,0.0002248294,0.0009235899],"domain_scores_gemma":[0.9989734,0.0003527159,0.0001427335,0.0002422301,0.0001207684,0.0001681178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004205256,0.000350087,0.8175171,0.0003175471,0.0000649891,0.0005889026,0.06911231,9.289409e-7,0.00006819595,0.0306495,0.05766361,0.02324628],"study_design_scores_gemma":[0.004726069,0.0001605159,0.7728201,0.0003799842,0.00003539482,0.000008237305,0.0202813,0.000002214911,0.00001676107,0.00893224,0.1921532,0.000484031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.866934,0.000143049,0.0001041975,0.02026318,0.0012953,0.0005769415,0.000006597108,0.0001394861,0.1105372],"genre_scores_gemma":[0.9788291,0.00005941449,0.0005106065,0.01016519,0.00115362,0.0001470566,0.0000451325,0.00004920848,0.009040648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344896,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959584344668811,"score_gpt":0.4072509649830567,"score_spread":0.3676551215363686,"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."}}