{"id":"W1951415956","doi":"","title":"Issues and Challenges in Training Needs Assessment (TNA): Judicial Education in a Rule of Law Perspective","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Law; Competence (human resources); Tribunal; Judicial review; Public administration; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1325616,0.00103899,0.002023184,0.01025083,0.02276755,0.0362987,0.008202327,0.02181457,0.003680225],"category_scores_gemma":[0.1060213,0.001179911,0.001289209,0.01020785,0.07469538,0.03794832,0.0214791,0.02490265,0.0007004761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.029975,"about_ca_system_score_gemma":0.06570401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0408038,"about_ca_topic_score_gemma":0.04481875,"domain_scores_codex":[0.8412617,0.126375,0.006977291,0.005366655,0.01345046,0.006568888],"domain_scores_gemma":[0.8152975,0.152334,0.004181604,0.002624622,0.01710914,0.008453008],"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":[0.00002273807,0.0002483112,0.004079372,0.001204952,0.00002742599,0.0008647058,0.1339016,0.0005808134,0.000132369,0.7300372,0.02332634,0.1055742],"study_design_scores_gemma":[0.00002502775,0.000107446,0.00398573,0.00533987,0.00001856182,0.0006537235,0.4506857,0.001556549,0.0001303067,0.4330531,0.1043338,0.0001101265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01664483,0.0227517,0.01985115,0.8741645,0.001947118,0.0003555178,0.00008467941,0.00004444911,0.06415606],"genre_scores_gemma":[0.8013242,0.02431345,0.05977135,0.1029917,0.002774854,0.00172391,0.0001103843,0.00008121767,0.006908932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1325616,"threshold_uncertainty_score":0.7010612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05783995844802915,"score_gpt":0.4083915588920589,"score_spread":0.3505516004440297,"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."}}