{"id":"W3126938155","doi":"10.18060/24866","title":"Fall 2020","year":2021,"lang":"en","type":"article","venue":"Advances in Social Work","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Morgan State University; Portland State University; University of Louisville; University of Toronto; Concordia University; Florida Gulf Coast University; Midlands State University; Augsburg University; University of Southern California; University of Memphis; University of South Dakota; University of Northampton; University of Denver; University of Connecticut; University of Montevallo; Fordham University; College at Brockport, State University of New York; Southern Connecticut State University; Kennesaw State University; Saint Louis University; University of Miami; University of South Carolina; Ball State University; University of Illinois at Chicago; Washburn University; Loyola University Chicago; West Chester University; Boise State University; University of Cincinnati; University of Pittsburgh; Eastern Kentucky University; Auburn University; Northern Kentucky University; City University of New York; Florida State University; Middle Tennessee State University; Arizona State University; Yeshiva University; University of Illinois at Urbana-Champaign; University of Minnesota; University of Pennsylvania; York University; University at Albany; Western Kentucky University; University of South Florida; James Madison University; Ohio State University; Boston College","keywords":"Psychology; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001259283,0.000105184,0.0001831911,0.00002166489,0.0001772598,0.00002387895,0.0001443453,0.0000676987,0.0003021662],"category_scores_gemma":[0.0001636362,0.0001226346,0.00006554842,0.002010258,0.0001013975,0.0002747648,0.00007966682,0.0002010345,0.002776601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124225,"about_ca_system_score_gemma":0.00005161709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003847354,"about_ca_topic_score_gemma":0.0004741999,"domain_scores_codex":[0.9989335,0.0001067118,0.0001759623,0.0002555458,0.0002197196,0.0003085527],"domain_scores_gemma":[0.999626,0.00009322882,0.00005955471,0.0001295299,0.00005317926,0.00003845213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002876354,0.00055515,0.5793487,0.00006001093,0.00006630096,0.001122373,0.007531652,0.0007696636,0.001187682,0.06995965,0.1060291,0.2330821],"study_design_scores_gemma":[0.0004255965,0.000006159079,0.02504851,0.00003454313,0.00000714397,0.000001778579,0.0007098527,0.00000186094,0.0002639309,0.02770176,0.9455839,0.0002149586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3947077,0.06454434,0.0002732076,0.004066758,0.003121126,0.0003532543,0.00006926357,0.0005687659,0.5322956],"genre_scores_gemma":[0.9919795,0.0004599743,0.00290402,0.0003707772,0.001079538,0.00003015353,0.00002566047,0.00006302653,0.003087303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8395548,"threshold_uncertainty_score":0.9979998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115822499747775,"score_gpt":0.3178736440182616,"score_spread":0.3067154190207838,"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."}}