{"id":"W2084366648","doi":"10.1177/1049731510395948","title":"The Development of an Online Practice-Based Evaluation Tool for Social Work","year":2011,"lang":"en","type":"article","venue":"Research on Social Work Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Context (archaeology); Social work; Identification (biology); Internal consistency; Consistency (knowledge bases); Field (mathematics); Computer science; Psychology; Skew; Medical education; Applied psychology; Psychometrics; Artificial intelligence; Medicine; Clinical psychology; Mathematics","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02599826,0.0001278648,0.0002027203,0.0002032307,0.002461464,0.00005863494,0.0002577108,0.0002223296,0.0002487029],"category_scores_gemma":[0.06463397,0.0001023853,0.00006762343,0.00279461,0.0003460143,0.0003610279,0.00004489594,0.001008653,0.00005629136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007786746,"about_ca_system_score_gemma":0.003551926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001049839,"about_ca_topic_score_gemma":0.000006826167,"domain_scores_codex":[0.9942217,0.001649225,0.0006248368,0.0003065952,0.002716594,0.0004810052],"domain_scores_gemma":[0.9881915,0.004485336,0.0004562595,0.0003254041,0.006470754,0.00007076717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009715384,0.003776994,0.000065428,0.00006107444,0.0001725791,0.000002341807,0.01200631,0.00000160421,0.00006925826,0.008984914,0.02800511,0.937139],"study_design_scores_gemma":[0.003559644,0.0008994509,0.04328921,0.0001780902,0.0003415978,0.000002996339,0.03837061,0.0002932105,0.001115814,0.001088213,0.910596,0.0002651812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6815434,0.0001909605,0.004524663,0.2713231,0.001373034,0.008059006,0.00001430197,0.0001321728,0.03283935],"genre_scores_gemma":[0.7725303,0.00001253206,0.2207289,0.002261149,0.002046234,0.001141893,0.0003311528,0.00006543188,0.0008824813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9368739,"threshold_uncertainty_score":0.9988372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4495766329396143,"score_gpt":0.5947506214964051,"score_spread":0.1451739885567908,"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."}}