{"id":"W4383505474","doi":"10.4337/9781845424374.00001","title":"Front Matter","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Memorial University of Newfoundland","funders":"","keywords":"Front (military); Computer science; Geology; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005578333,0.002825056,0.001603536,0.002149686,0.002456579,0.006866187,0.001365171,0.003344831,0.9408448],"category_scores_gemma":[0.001486219,0.0008115268,0.0008072554,0.00199403,0.001219549,0.003708916,0.002744453,0.002351193,0.942813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004544,"about_ca_system_score_gemma":0.001163547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765549,"about_ca_topic_score_gemma":0.004088741,"domain_scores_codex":[0.9995951,0.00003764648,0.00001858291,0.0001189425,0.0001399587,0.0000897734],"domain_scores_gemma":[0.9992324,0.0001831389,0.00004043513,0.0000985991,0.0002064516,0.0002390682],"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":[0.0001102087,0.00008733404,0.0001972613,0.0004587116,0.000009947466,0.000179752,0.0001590416,0.0001350923,0.001396529,0.005488659,0.7584734,0.2333041],"study_design_scores_gemma":[0.00001575967,0.00003342283,0.0003049751,0.0001946158,0.000004799446,0.00009277119,0.0001316805,0.00006623934,0.0002651214,0.000665095,0.9982194,0.000005977543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004430169,0.0005801676,0.0003196561,0.0006143174,0.0008894919,0.00004155445,0.0008619964,0.000599654,0.9956501],"genre_scores_gemma":[0.0006766422,0.0002882803,0.0001202168,0.0001406336,0.0000637384,0.00001076016,0.0002663778,0.00009260573,0.9983406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05915523,"threshold_uncertainty_score":0.08437765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621921310109234,"score_gpt":0.2428843680702555,"score_spread":0.2266651549691632,"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."}}