{"id":"W4408299115","doi":"10.38140/aa.v0i1.1102","title":"Preface","year":2006,"lang":"en","type":"article","venue":"Acta Academica Critical views on society culture and politics","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Research Foundation; Australian Agency for International Development; United States Agency for International Development; International Development Research Centre; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001586819,0.0007660413,0.0005747837,0.002216671,0.00227853,0.003072914,0.001192844,0.00126392,0.4038141],"category_scores_gemma":[0.01234359,0.0002437559,0.0003918417,0.001491329,0.0007007605,0.002855473,0.001814341,0.003157815,0.2420709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001973859,"about_ca_system_score_gemma":0.002060469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003520612,"about_ca_topic_score_gemma":0.00331504,"domain_scores_codex":[0.9991406,0.0001350769,0.00007060145,0.000154846,0.0004121912,0.00008660572],"domain_scores_gemma":[0.9943685,0.001091883,0.0002160006,0.0004375264,0.003119819,0.0007662741],"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":[0.00002216007,0.00001179298,0.00008902101,0.00007976627,0.000001067112,0.0000445211,0.00009991058,0.00004127294,0.0000854662,0.005651717,0.9649788,0.02889441],"study_design_scores_gemma":[0.000002064074,0.000008350823,0.0002025082,0.00009374817,6.567197e-7,0.00005391268,0.00007170559,0.00001774491,0.00004365203,0.001728855,0.9977739,0.000002756098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00169434,0.0114013,0.005596154,0.05199684,0.2225716,0.0005535244,0.01083558,0.001222776,0.694128],"genre_scores_gemma":[0.009956062,0.007176952,0.002651028,0.01051353,0.0327484,0.0003403985,0.00849393,0.0007106349,0.9274091],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4038141,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949497240754289,"score_gpt":0.3586417166482808,"score_spread":0.3291467442407379,"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."}}