{"id":"W4249340097","doi":"10.1017/ccol0521861918.016","title":"Frontmatter","year":2006,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; World Wide Web; Internet privacy","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":[0.00004453896,0.0003302215,0.0003736224,0.0001868557,0.0003178311,0.00007540586,0.0003923917,0.0001310795,0.001018982],"category_scores_gemma":[0.000002428758,0.0003752543,0.0003575358,0.000001128877,0.0007654175,0.00008282931,0.0001778108,0.0003707124,0.001398221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135901,"about_ca_system_score_gemma":0.00003401777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005017737,"about_ca_topic_score_gemma":0.00003324762,"domain_scores_codex":[0.9989039,0.00003274076,0.0001909289,0.0003965346,0.0002111503,0.0002647424],"domain_scores_gemma":[0.99906,0.00004049584,0.0001488533,0.0004871915,0.000135164,0.0001283319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007869166,0.000003836728,7.319794e-8,0.00002171991,0.00006889804,0.0001670009,0.00008199101,3.09785e-7,4.893451e-7,0.5216,0.4780119,0.00003591639],"study_design_scores_gemma":[0.0001759328,0.00002085443,9.12504e-7,0.00005704434,0.0004629434,0.000002098393,0.00002771583,0.000007055197,0.00000594926,0.000023815,0.9988016,0.0004140899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009907156,0.00009677925,0.0000427285,0.00001781712,0.0002858092,0.0001213585,0.0005699368,0.00017032,0.9986854],"genre_scores_gemma":[0.0003104738,0.000002030715,0.00001112697,0.0002933991,0.000779487,1.939887e-7,0.0001078581,0.00006719748,0.9984282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5215762,"threshold_uncertainty_score":0.9998942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699488235200379,"score_gpt":0.1726418195485971,"score_spread":0.1456469371965933,"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."}}