{"id":"W4247737360","doi":"10.1007/978-3-319-90978-3","title":"North American Strategic Defense in the 21st Century:","year":2018,"lang":"en","type":"book","venue":"Advanced sciences and technologies for security applications","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Variety (cybernetics); State (computer science); Context (archaeology); Political science; Geography; Computer science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006413628,0.0002108112,0.0002891342,0.0001658428,0.002278631,0.00008942321,0.0009891096,0.0001384928,0.00000325651],"category_scores_gemma":[0.0001430365,0.0001550068,0.00007752792,0.0009757383,0.008643166,0.0001465797,0.0001416292,0.0002960483,0.000007378198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007030051,"about_ca_system_score_gemma":0.0002422449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002247775,"about_ca_topic_score_gemma":0.05516545,"domain_scores_codex":[0.9983439,0.00004685914,0.0002445006,0.0005937992,0.0003042671,0.0004667155],"domain_scores_gemma":[0.9986722,0.0006006501,0.0002057881,0.0003844782,0.0001030654,0.00003375476],"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":[0.000004727464,0.00002764211,0.0001167453,0.00002159989,0.000007620117,3.98602e-7,0.002717298,0.000001462467,2.365083e-7,0.9758416,0.000772809,0.02048788],"study_design_scores_gemma":[0.00005043721,0.0001155578,0.00003543284,0.00001078348,0.00001237068,6.86112e-7,0.06965564,0.000004356282,6.132394e-7,0.401064,0.5289084,0.0001417626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01040786,0.01451127,0.0001649865,0.006745437,0.0001525375,0.004521301,0.0004923927,0.0007266747,0.9622775],"genre_scores_gemma":[0.8638363,0.1170456,0.005834701,0.0005385805,0.0003779461,0.004481618,0.0001225714,0.00003334058,0.00772929],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9545482,"threshold_uncertainty_score":0.9990203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728690487660375,"score_gpt":0.3126111987644773,"score_spread":0.2853242938878736,"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."}}