{"id":"W4247402781","doi":"10.1017/ccol0521792711.015","title":"Frontmatter","year":2002,"lang":"es","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 Toronto","funders":"","keywords":"Computer 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":[0.00008963622,0.0007058078,0.0007780755,0.000364694,0.0008906777,0.0002794092,0.0007971192,0.0003016923,0.004137355],"category_scores_gemma":[0.000009907593,0.0008260134,0.0007654485,0.000003122781,0.001712615,0.0001841067,0.0004486721,0.0007851548,0.005561069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473925,"about_ca_system_score_gemma":0.00003164533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004800346,"about_ca_topic_score_gemma":0.00000568559,"domain_scores_codex":[0.9976905,0.0001295337,0.0003915886,0.0008074764,0.0004016318,0.0005792924],"domain_scores_gemma":[0.9979591,0.0001158735,0.0003185614,0.0009595906,0.0002583681,0.0003885301],"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":[0.00003409335,0.0000227875,0.000001156943,0.0001150629,0.0003928337,0.0006826431,0.0003922117,5.282136e-7,0.000002587621,0.6988091,0.2993862,0.0001607806],"study_design_scores_gemma":[0.0004420693,0.00007917547,0.000006566627,0.0002379208,0.001449221,0.000008807774,0.0001216724,0.00005154748,0.00001485133,0.000006141364,0.9966981,0.0008838939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001361909,0.0002599986,0.00004025509,0.00005149148,0.000489036,0.0002540225,0.001172605,0.0001902786,0.9974061],"genre_scores_gemma":[0.004013312,0.00006575261,0.00002026086,0.0005000507,0.0009713552,3.788953e-7,0.00006225199,0.0001231221,0.9942435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.698803,"threshold_uncertainty_score":0.9994191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497981251639445,"score_gpt":0.1820720147254583,"score_spread":0.1470922022090638,"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."}}