{"id":"W4381550716","doi":"10.1007/978-3-031-25689-9_3","title":"Failure Where Alignment is Lacking: Type 26 Frigate Procurement Processes in Australia Versus Canada, 1990–2022","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Toronto Metropolitan University","funders":"","keywords":"Procurement; Doctrine; Government (linguistics); Government procurement; Business; Military doctrine; Operations management; Public administration; Engineering; Political science; Operations research; Law; Marketing; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004714056,0.0001887674,0.0002736142,0.001780489,0.00884741,0.006770745,0.001308258,0.001023279,0.00770012],"category_scores_gemma":[0.01277679,0.0003324775,0.0002680135,0.004084794,0.004009962,0.001865546,0.002871042,0.001645378,0.0008785425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09211683,"about_ca_system_score_gemma":0.1138323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.964238,"about_ca_topic_score_gemma":0.9766399,"domain_scores_codex":[0.9939335,0.000542508,0.0001334673,0.0003371472,0.002713131,0.002340282],"domain_scores_gemma":[0.9869863,0.001599242,0.001061761,0.0004969499,0.007284843,0.00257091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000593373,0.0003115986,0.2456493,0.0003762287,0.00007935667,0.003709365,0.1351072,0.008224839,0.003849265,0.2667163,0.09303329,0.2423498],"study_design_scores_gemma":[0.00002020983,0.0001166365,0.6074848,0.0003056861,0.00002842053,0.0004063919,0.1189193,0.004092736,0.001546543,0.004678269,0.262268,0.000133073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7836307,0.001475071,0.001338892,0.007482046,0.00007984144,0.0001762007,0.0005235733,0.0001041451,0.2051896],"genre_scores_gemma":[0.9394466,0.0005293001,0.0007828873,0.0004957811,0.0000102879,0.00003318599,0.000319352,0.00004069838,0.05834197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09211683,"threshold_uncertainty_score":0.6683575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025668058465654,"score_gpt":0.2618177032997487,"score_spread":0.1592508974531833,"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."}}