{"id":"W4230666604","doi":"10.3138/9781442687196-fm","title":"Frontmatter","year":2011,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"German Colonialism and Identity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003134853,0.0001957299,0.0003309693,0.00001786294,0.0002260186,0.00002724211,0.0003230208,0.0001119472,0.02815572],"category_scores_gemma":[9.747885e-7,0.0002220934,0.0001915103,5.227483e-8,0.0004365752,0.0001278604,0.0002501345,0.00009830046,0.0002590265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006403952,"about_ca_system_score_gemma":0.00001999602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2014323,"about_ca_topic_score_gemma":0.2707459,"domain_scores_codex":[0.9993817,0.000009349594,0.000123311,0.0002042477,0.0001474669,0.0001339746],"domain_scores_gemma":[0.9993355,0.00001197953,0.0001885124,0.000275501,0.0001438864,0.00004464027],"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":[0.00003079923,0.000007764738,5.473213e-7,0.00006250212,0.0001999678,0.00001469558,0.05333491,1.484276e-8,6.936664e-7,0.5641669,0.3811826,0.000998624],"study_design_scores_gemma":[0.000197435,0.0000522221,0.00001095198,0.00007673287,0.0002189306,4.191888e-7,0.0001779932,2.382473e-7,0.000004111374,0.00205019,0.9969872,0.0002235341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001096734,0.001506001,0.000004160019,0.00001371963,0.0004896829,0.0001525952,0.0001809263,0.00004832264,0.9975936],"genre_scores_gemma":[0.000500679,0.000142637,0.0000231695,0.00003847004,0.0002444014,1.492267e-7,0.0000115547,0.00001977564,0.9990191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6158047,"threshold_uncertainty_score":0.9727327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390652100163084,"score_gpt":0.1845973708801984,"score_spread":0.14553216086389,"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."}}