{"id":"W1801571044","doi":"10.14429/dsj.3.3470","title":"Defence research in Canada","year":2013,"lang":"en","type":"article","venue":"Defence Science Journal","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Business; Engineering; Public relations; Political science; Management; Engineering management; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00375691,0.0001304859,0.0002776163,0.0007678218,0.0007708216,0.0002762468,0.001071163,0.00003485041,0.0004626939],"category_scores_gemma":[0.0006757267,0.0001279497,0.00004995834,0.002018352,0.0007262876,0.00102721,0.0001756496,0.0006426927,0.001079783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235165,"about_ca_system_score_gemma":0.001494729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8388495,"about_ca_topic_score_gemma":0.5678384,"domain_scores_codex":[0.9974257,0.00003504218,0.0006386703,0.0004405908,0.0003336951,0.001126297],"domain_scores_gemma":[0.9987794,0.0001424514,0.0001642571,0.0003346088,0.0002515004,0.0003277788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004808361,0.00003967898,0.9390634,0.0000127741,0.000007312108,0.00004467832,0.001898323,0.0002261443,0.0001046208,0.03598167,0.01895666,0.003659954],"study_design_scores_gemma":[0.0002719663,0.00006773635,0.8406763,0.00005050611,8.110373e-7,0.0001267102,0.003897602,0.001447677,0.00008892352,0.1384462,0.01459571,0.0003298781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318476,0.002346067,0.00004228986,0.003423625,0.0009106561,0.0001499783,0.0000117268,0.000006770827,0.06126132],"genre_scores_gemma":[0.997789,0.0005086032,0.000514078,0.0005672635,0.0001473335,0.0000173583,1.987433e-7,0.000008160803,0.000447961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2710111,"threshold_uncertainty_score":0.999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277911647499954,"score_gpt":0.302622270008854,"score_spread":0.1748311052588586,"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."}}