{"id":"W4249740597","doi":"10.1002/9781118306185.fmatter","title":"Front Matter","year":2012,"lang":"en","type":"paratext","venue":"","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Connaught Fund; India Diabetes Research Foundation; Yale University; Government of Canada; University of Toronto; Social Science Research Council","keywords":"Front (military); Geology; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008124907,0.0002649101,0.0002942114,0.00008772318,0.0002031263,0.0004936583,0.0005428232,0.0001246086,0.926133],"category_scores_gemma":[0.000001775296,0.0001891337,0.000121047,0.00000720459,0.0002423707,0.000277321,0.0001527811,0.0003165137,0.7243438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003363061,"about_ca_system_score_gemma":0.0000565305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004766,"about_ca_topic_score_gemma":0.001054651,"domain_scores_codex":[0.9990292,0.00006880885,0.0002594357,0.000174861,0.0001739479,0.0002937648],"domain_scores_gemma":[0.9988009,0.00004594841,0.0001440898,0.0008619818,0.0000851417,0.00006189512],"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":[0.000001819682,0.00003587635,0.000003894056,0.00004039568,0.00005612626,3.232841e-7,0.01196127,3.128818e-7,8.516461e-7,0.06460478,0.9231029,0.000191448],"study_design_scores_gemma":[0.00006772108,0.000006419886,0.00001487207,0.00003480365,0.00003699855,0.000001305187,0.008363328,4.697439e-7,0.000009566618,0.0002286293,0.9909433,0.0002926186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000483971,0.006314266,0.00002830717,0.000758641,0.002997211,0.0001579761,0.0001708306,0.00006164061,0.9894627],"genre_scores_gemma":[0.014912,0.0001470819,0.000100648,0.001475547,0.002914261,0.00005573071,0.000647725,0.00005465162,0.9796923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2017892,"threshold_uncertainty_score":0.7712649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556824425031487,"score_gpt":0.2962830520357316,"score_spread":0.2406006095325829,"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."}}