{"id":"W2743509566","doi":"","title":"CAQD Conference 2013. Marburg, Germany, 6-9 March 2013, Marburg Research Group for Methodology and Evaluation (MAGMA), Phillips University, Marburg","year":2013,"lang":"en","type":"article","venue":"View","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marburg virus; General partnership; Political science; Library science; Medicine; Law; Computer science; Virology","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":[0.03597532,0.001412047,0.00111419,0.002928273,0.00630842,0.01165264,0.003957294,0.002560024,0.1327776],"category_scores_gemma":[0.02632223,0.001681165,0.00097824,0.003325581,0.002837751,0.005853828,0.008973509,0.003757716,0.03712923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01609683,"about_ca_system_score_gemma":0.03473231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04182114,"about_ca_topic_score_gemma":0.06321055,"domain_scores_codex":[0.990648,0.004022777,0.0005618694,0.001265612,0.002789692,0.0007119548],"domain_scores_gemma":[0.987812,0.002658231,0.0006638822,0.001876142,0.004389094,0.002600651],"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":[0.000202548,0.00005877925,0.0002221733,0.0005963381,0.00002824474,0.000166374,0.005708577,0.0002245418,0.0006188821,0.0115134,0.9052293,0.0754309],"study_design_scores_gemma":[0.00003448846,0.0000190805,0.001455327,0.001007574,0.000007255897,0.00007732601,0.002359422,0.0001964819,0.0006217181,0.003726815,0.9904562,0.00003839636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02197946,0.0387932,0.1612536,0.1327028,0.01756538,0.009742895,0.1343818,0.02167699,0.4619037],"genre_scores_gemma":[0.08112527,0.01681754,0.1799571,0.007292191,0.001667796,0.02357353,0.05131176,0.01921048,0.6190444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1327776,"threshold_uncertainty_score":0.4441855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3222101497315493,"score_gpt":0.4545529635421714,"score_spread":0.1323428138106221,"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."}}