{"id":"W96005214","doi":"","title":"Evaluation of the new social work degree qualification in England. Volume 1 : findings","year":2008,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Degree (music); Work (physics); Volume (thermodynamics); Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007739947,0.00008472881,0.0001372988,0.0004541791,0.001821554,0.00003255465,0.0007126489,0.0002063171,0.0008428493],"category_scores_gemma":[0.00660251,0.00008706911,0.00008225509,0.006626083,0.0005717363,0.0003052661,0.0001090654,0.0005986317,0.00006160758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009439206,"about_ca_system_score_gemma":0.003323453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094163,"about_ca_topic_score_gemma":0.01690039,"domain_scores_codex":[0.992088,0.004739999,0.0002025234,0.000252204,0.00232766,0.0003896782],"domain_scores_gemma":[0.9971654,0.00108237,0.0001463061,0.0002189541,0.001269864,0.000117076],"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":[0.0005337743,0.001500551,0.1681678,0.00002256038,0.0001429794,0.00002381349,0.1819802,0.0001127309,0.0002961958,0.3917538,0.17894,0.07652554],"study_design_scores_gemma":[0.00060765,0.00001236499,0.1741221,0.00001105591,0.00002506574,2.629168e-7,0.005843964,0.00004462141,0.00001967641,0.0008856128,0.8183454,0.00008229311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395868,0.00002384028,0.00005120258,0.04254884,0.0007923529,0.0005313628,0.00000861593,0.0000275535,0.01642946],"genre_scores_gemma":[0.9887198,0.00003434581,0.0001909753,0.0000401953,0.001026585,0.00000217459,0.0000163057,0.000008829857,0.009960815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6394054,"threshold_uncertainty_score":0.9994779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3369587195625584,"score_gpt":0.4578932437226785,"score_spread":0.1209345241601201,"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."}}