{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01227712,0.0001717827,0.0004033575,0.0003566967,0.001105078,0.0002355333,0.0006809443,0.0001447947,0.003431812],"category_scores_gemma":[0.0005889516,0.0001650905,0.0001168145,0.0005888174,0.0006955103,0.000675556,0.0004736683,0.0003037657,0.0001781103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334301,"about_ca_system_score_gemma":0.000247723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01912695,"about_ca_topic_score_gemma":0.008751268,"domain_scores_codex":[0.9937558,0.003772461,0.0002964889,0.0006023544,0.0008392597,0.0007336001],"domain_scores_gemma":[0.9966305,0.001904417,0.0001368342,0.000419474,0.0006347411,0.0002739723],"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":[0.00006407458,0.0001801777,0.002787383,0.0003034187,0.0002259187,0.00001164331,0.004719391,0.00001246741,0.002600633,0.1026358,0.1781658,0.7082933],"study_design_scores_gemma":[0.0006243961,0.0001228446,0.01432437,0.0001432162,0.0001833721,0.000002786268,0.003986003,0.006777407,0.00001371815,0.04544232,0.9279869,0.0003927206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5563732,0.02476235,0.05121552,0.1959993,0.002370379,0.01829585,0.0007231694,0.000517094,0.1497431],"genre_scores_gemma":[0.8519237,0.07443623,0.0369974,0.0008475343,0.001401402,0.0004044455,0.0005101275,0.00009746119,0.03338169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7498211,"threshold_uncertainty_score":0.9974792,"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."}}