{"id":"W2101026047","doi":"10.1007/s11576-014-0418-2","title":"WI – Call for Papers Heft 5/2015","year":2014,"lang":"de","type":"paratext","venue":"WIRTSCHAFTSINFORMATIK","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001979631,0.001122294,0.002585685,0.0008134638,0.0008961707,0.0008153981,0.001320171,0.0009162832,0.04006196],"category_scores_gemma":[0.0002693593,0.00131825,0.001115134,0.0003140897,0.0005233795,0.0008388737,0.0005230582,0.0005966371,0.5310323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004758994,"about_ca_system_score_gemma":0.0001806637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001448413,"about_ca_topic_score_gemma":0.0000243561,"domain_scores_codex":[0.9938689,0.00002497217,0.002948016,0.001318821,0.0001524362,0.001686892],"domain_scores_gemma":[0.9950616,0.0002628705,0.002576366,0.001416424,0.0001900248,0.0004927291],"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":[0.00008185746,0.00006365147,0.00009154018,0.0007264255,0.0007026338,0.00000103839,0.002263039,0.0005776165,4.0322e-7,0.02710919,0.9670057,0.001376904],"study_design_scores_gemma":[0.001993587,0.0001991125,0.00005636383,0.0001690377,0.0001114553,0.000005522787,0.0009486851,0.008381139,0.000006016269,0.0004677624,0.9860915,0.001569795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001550509,0.008033195,0.002012208,0.0007822098,0.04034166,0.001606945,0.01488649,0.00008828005,0.932094],"genre_scores_gemma":[0.003640368,0.00460921,0.001173025,0.002279358,0.002102622,0.0002794994,0.002480433,0.0001408791,0.9832946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4909703,"threshold_uncertainty_score":0.9989267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494749199932906,"score_gpt":0.2245197445144317,"score_spread":0.1995722525151026,"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."}}