{"id":"W4391340971","doi":"10.18060/28025","title":"Fall/Spring 2023 Editorial","year":2024,"lang":"en","type":"article","venue":"Advances in Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West Chester University; University of Waterloo; Fairfield University; University of New England; Ambrose University; University of Montevallo; Loyola University Chicago; University of Texas at San Antonio; Temple University; Ball State University; Louisiana State University; University of Pittsburgh; University of Connecticut; Tulane University; Florida International University; Boise State University; University at Buffalo; Texas Woman's University; North Carolina Central University; University of Oklahoma; University of South Florida; Western Carolina University","keywords":"Spring (device); Environmental science; Medicine; Engineering; Mechanical engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009991688,0.00009470072,0.0001295604,0.00007291687,0.001516629,0.0003099662,0.0002165966,0.0001786851,0.0005796153],"category_scores_gemma":[0.0006507896,0.0001083335,0.00007739255,0.003261442,0.0002118528,0.001221883,0.00002901374,0.0004029804,0.000700986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672888,"about_ca_system_score_gemma":0.0002690293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004134587,"about_ca_topic_score_gemma":0.002052812,"domain_scores_codex":[0.9985039,0.0002655567,0.0001886778,0.0002371799,0.0004488969,0.000355774],"domain_scores_gemma":[0.9988894,0.000870506,0.00004767605,0.00006778935,0.00005335944,0.00007128441],"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":[0.00002836313,0.00004108141,0.006351151,0.00001507009,0.00001299223,0.000008091403,0.02284011,0.000007644609,0.000001811123,0.6547641,0.2320617,0.08386785],"study_design_scores_gemma":[0.0000701149,0.00000388684,0.000917813,0.00002579832,0.000007244977,4.175152e-8,0.007361333,4.280808e-7,9.189684e-7,0.02420391,0.96728,0.0001285599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003465017,0.01396954,0.0002484547,0.05332881,0.2910079,0.0003330723,0.000003953728,0.0004269766,0.6372162],"genre_scores_gemma":[0.6611251,0.002694933,0.0006035912,0.0004326749,0.2770505,0.0001082907,0.000004914767,0.00004169921,0.05793831],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7352182,"threshold_uncertainty_score":0.9997833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154441571232513,"score_gpt":0.4030234188527104,"score_spread":0.3814790031403853,"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."}}