{"id":"W4389694267","doi":"10.1515/9781773850320","title":"Scattering Chaff","year":2019,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chaff; Computer science; Environmental science; Geography","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":[0.0002772556,0.0007326999,0.0003907953,0.001904305,0.007204257,0.005067953,0.0006015572,0.00130956,0.09881834],"category_scores_gemma":[0.001041571,0.0002998061,0.0002495921,0.002703468,0.001750552,0.002467151,0.001107833,0.002070763,0.02839604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01106466,"about_ca_system_score_gemma":0.0103182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5316002,"about_ca_topic_score_gemma":0.8011739,"domain_scores_codex":[0.9996235,0.00002678149,0.0000063088,0.00004902573,0.0002346232,0.00005967726],"domain_scores_gemma":[0.9995084,0.00008481325,0.000008768498,0.00001794215,0.0003049667,0.00007496215],"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":[0.000006210175,0.000004937702,0.0001201072,0.00005065903,9.06798e-7,0.00007327952,0.0007721841,0.00003211237,0.00009996607,0.02221639,0.9398749,0.03674833],"study_design_scores_gemma":[6.027722e-7,0.000001035936,0.0001250161,0.0000396814,5.814742e-7,0.0000426998,0.0003518755,0.00001197829,0.0000299837,0.0006658105,0.998728,0.000002679198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009240968,0.03339523,0.0005454574,0.0136585,0.005198486,0.00002789381,0.0004308772,0.0002109838,0.9456086],"genre_scores_gemma":[0.002827998,0.007064405,0.0002071594,0.002374717,0.0002066837,0.000007265218,0.0001020767,0.00008143555,0.9871284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5316002,"threshold_uncertainty_score":0.9423167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418356628861281,"score_gpt":0.2308245347059531,"score_spread":0.1966409684173403,"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."}}