{"id":"W4240614852","doi":"10.1017/cbo9780511805868.001","title":"Preface","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000341112,0.0003249557,0.0003176573,0.00005905115,0.0005832524,0.0001088337,0.0003483921,0.0002262046,0.0001385841],"category_scores_gemma":[0.000002846078,0.0002968395,0.0002079316,0.00000101589,0.0005546628,0.0001302522,0.000266528,0.0005989707,0.0001021063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005192223,"about_ca_system_score_gemma":0.00003419294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001608796,"about_ca_topic_score_gemma":0.00006819823,"domain_scores_codex":[0.9991488,0.00001458969,0.0001279326,0.000327506,0.0001612606,0.0002198745],"domain_scores_gemma":[0.9993101,0.00002749191,0.0001328391,0.0002744037,0.0001572999,0.00009784385],"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":[0.00003843762,0.000004999841,1.557591e-7,0.00003761234,0.000122244,0.00007794781,0.001233815,1.85658e-8,0.00002579536,0.9430023,0.05487219,0.000584506],"study_design_scores_gemma":[0.0001984835,0.00004988765,0.000002330604,0.00006954373,0.0001434431,0.000004001023,0.0000992862,5.155573e-7,0.00007897666,0.00006216831,0.9989085,0.000382921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001593181,0.0002090208,0.000001115514,0.00005413071,0.0007684539,0.0002518265,0.000766211,0.0001750667,0.9976149],"genre_scores_gemma":[0.0007066767,0.00005508821,0.00001608504,0.000152794,0.0007414463,6.406902e-7,0.00006636196,0.00002795272,0.998233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9440362,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790108429837863,"score_gpt":0.1774627841807914,"score_spread":0.1495616998824128,"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."}}