{"id":"W7033689350","doi":"","title":"Report on the Review of UNOCHA's Mine Action Programme for Afghanistan","year":2001,"lang":"en","type":"article","venue":"JMU Scholoraly Commons (James Madison University)","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for International Development","keywords":"Agency (philosophy); Government (linguistics); Strengths and weaknesses; Action (physics); Work (physics); Risk management; International development; Best practice; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007237154,0.0001643138,0.0002538492,0.0002512343,0.0002702189,0.00007624705,0.001076357,0.00005594848,0.00002154536],"category_scores_gemma":[0.0001812417,0.0001344648,0.0001943372,0.001189681,0.0001104653,0.0002748307,0.0002865533,0.0002205355,0.00002702692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123079,"about_ca_system_score_gemma":0.00004917978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005619348,"about_ca_topic_score_gemma":0.00009743588,"domain_scores_codex":[0.9986569,0.0001824864,0.0002372131,0.0003917895,0.0002356826,0.0002959413],"domain_scores_gemma":[0.9982523,0.0001624077,0.0003099696,0.0009898684,0.0001955242,0.00008990012],"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":[0.0002072021,0.001009718,0.006064998,0.001223841,0.0002502372,0.000563923,0.0003508787,0.00005920586,0.00007254606,0.5887263,0.1000745,0.3013967],"study_design_scores_gemma":[0.0003526981,0.000375741,0.0007709709,0.0006296572,0.00005568701,0.00002300163,0.0003631444,0.0006196338,0.0001063075,0.000281657,0.9962468,0.0001747732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07408436,0.006036384,0.2927004,0.1378204,0.001631153,0.005361777,0.00002357317,0.001402569,0.4809394],"genre_scores_gemma":[0.7734488,0.007406833,0.02321762,0.002665389,0.0002953251,0.00005908817,0.0001103739,0.00007974846,0.1927168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8961722,"threshold_uncertainty_score":0.5483315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442189207627088,"score_gpt":0.2785771228763803,"score_spread":0.2241552308001094,"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."}}