{"id":"W4377251126","doi":"10.1515/9780228007364-002","title":"Preface","year":2021,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001934555,0.0008608014,0.0007510003,0.00191736,0.005400578,0.005375899,0.001789701,0.001845449,0.4736376],"category_scores_gemma":[0.01392375,0.0003893684,0.0005259743,0.001947044,0.00106558,0.004364489,0.003103712,0.0045496,0.2776748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004150249,"about_ca_system_score_gemma":0.005940292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159523,"about_ca_topic_score_gemma":0.02257885,"domain_scores_codex":[0.9981413,0.000282576,0.0001178091,0.0003400371,0.0008846823,0.0002335847],"domain_scores_gemma":[0.9924245,0.0007707243,0.0001927551,0.0005931577,0.004764129,0.001254875],"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":[0.00001633074,0.00001004059,0.0001276431,0.00005065123,0.000001044342,0.00004210772,0.0002391515,0.00001683182,0.00005503543,0.004763596,0.973968,0.0207096],"study_design_scores_gemma":[0.000001665518,0.000004661269,0.0001560782,0.00004622934,5.655031e-7,0.00004061673,0.0002034151,0.000009866458,0.0000298865,0.0006522998,0.998852,0.000002669253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001942493,0.006278811,0.004483083,0.05355021,0.1014229,0.0006320768,0.01311801,0.00150199,0.8170704],"genre_scores_gemma":[0.009360494,0.003554745,0.002300781,0.01053632,0.008983879,0.0003516903,0.008349225,0.0007985084,0.9557644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4736376,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666547697657069,"score_gpt":0.2433535523354974,"score_spread":0.2166880753589267,"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."}}