{"id":"W2708211273","doi":"","title":"Introduction : Australia, Canada, and Iraq: perspectives on an invasion","year":2015,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002034002,0.0001966483,0.0002409133,0.0004526888,0.001309096,0.0001573727,0.0006796779,0.0002369084,0.002330244],"category_scores_gemma":[0.0003787035,0.000220788,0.00004153168,0.0002561739,0.0009605793,0.0007666714,0.0003094278,0.0007102151,0.00009111063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938398,"about_ca_system_score_gemma":0.002654222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7049938,"about_ca_topic_score_gemma":0.8908277,"domain_scores_codex":[0.9965136,0.0004062372,0.0001410035,0.0006984962,0.001852474,0.000388158],"domain_scores_gemma":[0.9972713,0.0002062208,0.00007461081,0.000216903,0.001820507,0.000410429],"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":[0.0001179191,0.00002402474,0.00002204612,0.000006314739,0.00004731313,0.00006321768,0.00231731,0.000005578932,0.000001834849,0.6362507,0.36095,0.0001937489],"study_design_scores_gemma":[0.0002464733,0.0002108659,0.0002704099,0.0000382868,0.00001360489,0.000001860643,0.02281382,3.98956e-7,0.000003633075,0.03309137,0.9430768,0.0002324443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005218244,0.00005985212,2.711911e-7,0.01253617,0.0001580428,0.000667833,0.0002533028,0.00001930429,0.981087],"genre_scores_gemma":[0.03720275,0.0004488788,0.00005138111,0.00002804175,0.0008633656,0.000001267649,0.0001075101,0.0000125235,0.9612843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6031593,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2880457906120396,"score_gpt":0.4041866614983964,"score_spread":0.1161408708863569,"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."}}