{"id":"W6920856597","doi":"10.6084/m9.figshare.28943762","title":"Introduction to School Social Work","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social work; Mental health; Intervention (counseling); Work (physics); Field (mathematics); Compassion; Resource (disambiguation)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001157896,0.00003628836,0.00004974335,0.00004566795,0.0005303723,0.00007362747,0.0001295923,0.00004901849,0.3965139],"category_scores_gemma":[0.002725291,0.00003880471,0.00002906414,0.000848998,0.000005431047,0.00010249,0.00004017528,0.00006702466,0.006926253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009196792,"about_ca_system_score_gemma":0.0002630005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003155342,"about_ca_topic_score_gemma":0.000101732,"domain_scores_codex":[0.999487,0.00006225926,0.00008415293,0.0001282735,0.0001131795,0.0001251073],"domain_scores_gemma":[0.9996732,0.00003082854,0.00002239446,0.00008456084,0.0001279314,0.00006109596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002051815,0.00001304067,0.0001776243,0.000006272598,0.000002224223,3.781299e-8,0.001999627,9.600536e-7,0.000002319486,0.002246164,0.9922349,0.003314722],"study_design_scores_gemma":[0.00002374598,0.000002019118,0.02190242,0.00004292995,0.000001399795,5.297988e-9,0.001709504,1.433716e-7,0.00003205008,0.0003971737,0.9758452,0.00004343748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01003093,0.0001058573,0.00001099028,0.5130911,0.00149112,0.0006264995,0.01355984,0.0003256496,0.4607579],"genre_scores_gemma":[0.6580067,0.000002548554,0.0002987922,0.01011215,0.03209797,0.0007524365,0.03236904,0.00001787034,0.2663425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6479758,"threshold_uncertainty_score":0.993847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06795564019664403,"score_gpt":0.4055213138954865,"score_spread":0.3375656736988425,"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."}}