{"id":"W4385860937","doi":"10.59962/9780774817707-003","title":"Preface and Acknowledgments","year":2010,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002685026,0.0008974774,0.0007642887,0.003364071,0.004347475,0.003582966,0.001936018,0.001524314,0.2693247],"category_scores_gemma":[0.02062727,0.0003862666,0.0004604151,0.002541226,0.000967543,0.002553839,0.002518242,0.003794638,0.1447435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459414,"about_ca_system_score_gemma":0.00432228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258918,"about_ca_topic_score_gemma":0.01032031,"domain_scores_codex":[0.9980432,0.0004291582,0.0001727611,0.0003430661,0.0008277717,0.0001840638],"domain_scores_gemma":[0.9878337,0.002125018,0.0003894347,0.0008533091,0.007845705,0.0009528084],"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":[0.00002734241,0.00001239482,0.0001289139,0.0001434673,0.000001840097,0.00005944748,0.0002980811,0.00003216863,0.00009710556,0.004868707,0.97301,0.02132051],"study_design_scores_gemma":[0.000003470543,0.000009324387,0.0002843696,0.0001531729,0.000001373538,0.0000468041,0.0001881199,0.00001552941,0.00004742577,0.001281682,0.997964,0.000004814123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00253172,0.01488559,0.01084416,0.05352138,0.1739922,0.001581027,0.03796877,0.00282768,0.7018474],"genre_scores_gemma":[0.01542812,0.009029361,0.007661863,0.01406462,0.0287644,0.00154432,0.03636457,0.001844311,0.8852984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2693247,"threshold_uncertainty_score":0.9009811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576361992167314,"score_gpt":0.2290568804584473,"score_spread":0.2032932605367742,"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."}}