{"id":"W4211202538","doi":"10.1111/capa.12449","title":"(Mis)aligning politicians and admirals: The problems of long‐term procurement in the Canadian Surface Combatant project 1994‐2021","year":2022,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Combatant; Doctrine; Submarine; Business; Government (linguistics); Disarmament; Government procurement; Law; Public administration; Political science; Engineering; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.00169479,0.0001992992,0.0001715387,0.0005628014,0.001120028,0.0008905588,0.0006353158,0.00006279613,0.0002465775],"category_scores_gemma":[0.0001238559,0.0001550371,0.0000452053,0.00117826,0.0001148377,0.0007805154,0.00005274742,0.0003174125,0.000004919013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000460609,"about_ca_system_score_gemma":0.004462743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6564409,"about_ca_topic_score_gemma":0.9929074,"domain_scores_codex":[0.9980184,0.00009239206,0.0004098093,0.0002899658,0.0004704914,0.0007189715],"domain_scores_gemma":[0.9991739,0.00004076804,0.00024403,0.0003307648,0.000113349,0.00009718444],"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":[0.00001879906,0.0001553135,0.2285505,0.0003444198,0.00007450316,0.00008730077,0.002520175,0.00001730325,0.00005761781,0.7355186,0.02913339,0.00352209],"study_design_scores_gemma":[0.0008052475,0.0001386255,0.05583717,0.00006596818,0.00006761884,0.00005438946,0.005638844,0.001193249,0.00002497098,0.001318259,0.9343053,0.0005504303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6268056,0.0005808657,0.00001516621,0.2952271,0.0004882923,0.004367331,0.0002729046,0.00005273095,0.07218999],"genre_scores_gemma":[0.9942383,0.000003786459,0.000008344005,0.004627999,0.0003010417,0.0002190463,0.0003776584,0.00002013782,0.0002037337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9051718,"threshold_uncertainty_score":0.861446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04967099922457235,"score_gpt":0.2630181531302674,"score_spread":0.2133471539056951,"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."}}