{"id":"W4382278135","doi":"10.1515/9780773599321-003","title":"Preface","year":2016,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Computer science","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":[0.0002343317,0.0004421543,0.0004575995,0.0001938415,0.001265569,0.00006377947,0.00100614,0.000792977,0.0004152376],"category_scores_gemma":[0.00002234264,0.0004638515,0.0003444147,0.00001330011,0.0006111742,0.000175169,0.0004588887,0.0004664041,0.0001530244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004240711,"about_ca_system_score_gemma":0.0002010462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00365395,"about_ca_topic_score_gemma":0.00002430303,"domain_scores_codex":[0.9975777,0.0001564818,0.0002146343,0.0007145034,0.0007192694,0.0006174726],"domain_scores_gemma":[0.9983314,0.0001232488,0.000277825,0.0006129147,0.000264746,0.0003898982],"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":[0.00003965982,0.00001091049,0.000002646905,0.00003050066,0.0001277516,0.00009413254,0.00172072,3.009311e-7,0.000003446237,0.9908741,0.004560415,0.00253547],"study_design_scores_gemma":[0.0004390779,0.00003871932,0.000005852333,0.0001239954,0.0001515438,6.08177e-7,0.0004423255,2.931282e-7,0.00005827966,0.005573796,0.9925732,0.0005923008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005515372,0.000006166182,0.0000365775,0.0005005203,0.0005121488,0.0005450049,0.0003894885,0.0003391474,0.9976654],"genre_scores_gemma":[0.00366048,0.0005330104,0.00003902333,0.0001579558,0.000345313,0.000001275254,0.000009806579,0.00005435047,0.9951988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9880128,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815355550426888,"score_gpt":0.2368862437168265,"score_spread":0.2087326882125576,"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."}}