{"id":"W4399180249","doi":"10.1515/9781789201109-003","title":"Acknowledgments","year":2014,"lang":"en","type":"book-chapter","venue":"Berghahn Books","topic":"Gender, Security, and Conflict","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003966332,0.0003287521,0.0003818869,0.0001118246,0.0004965066,0.0001146587,0.000578752,0.0006009666,0.00348929],"category_scores_gemma":[0.00004306743,0.0003528207,0.0002638786,0.00001649868,0.0003780191,0.00004459022,0.0001253896,0.000378038,0.003929686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392399,"about_ca_system_score_gemma":0.0003112016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000329074,"about_ca_topic_score_gemma":0.003811334,"domain_scores_codex":[0.9981177,0.00005544911,0.0002952188,0.0004627061,0.0006304634,0.0004384205],"domain_scores_gemma":[0.9988409,0.00006767309,0.0001890235,0.0004562411,0.0001700911,0.0002760443],"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":[0.000004739582,0.000008446546,0.00002068987,0.00001970502,0.00006128728,0.000008708836,0.003854173,7.212875e-8,0.000002425818,0.9298196,0.0536859,0.01251417],"study_design_scores_gemma":[0.0001541313,0.00002722433,0.00001990818,0.00006934424,0.00005907318,7.79784e-7,0.000137077,8.088114e-7,0.000005891058,0.07053733,0.9286188,0.0003695886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000283892,0.001028285,0.00005324544,0.0003046658,0.00151478,0.0003093933,0.0000138802,0.0001664774,0.9965809],"genre_scores_gemma":[0.009927627,0.0002431159,0.00003595336,0.0005886751,0.002101382,0.00001353115,0.00001965703,0.0000623299,0.9870077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8749329,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456881661899945,"score_gpt":0.289609152114754,"score_spread":0.2439209859247595,"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."}}