{"id":"W4392066857","doi":"10.51644/9780889208247-001","title":"Foreword","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.00009590751,0.00008904831,0.0001203272,0.00003286514,0.0001586311,0.00003238284,0.0001100827,0.0002354223,0.01481738],"category_scores_gemma":[0.000006138758,0.00008044887,0.00009627271,0.000008768385,0.0001299462,0.00002929742,0.00002499457,0.0001023749,0.002947736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003636253,"about_ca_system_score_gemma":0.0000419586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019989,"about_ca_topic_score_gemma":0.004398071,"domain_scores_codex":[0.9993809,0.000005280359,0.00009315865,0.0001345923,0.0002399076,0.0001461873],"domain_scores_gemma":[0.9997177,0.00002350122,0.0000409322,0.0001242155,0.00003557351,0.00005813951],"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":[7.308042e-7,0.00000106679,0.000001311736,9.583478e-7,0.000002603353,0.000005715994,0.0001119168,7.809668e-8,4.108781e-8,0.6538991,0.343043,0.002933471],"study_design_scores_gemma":[0.00002320499,0.000006936374,0.000004338712,0.000009541631,0.00000754452,2.101346e-7,0.00003688137,7.463534e-7,1.532993e-7,0.1018172,0.8979878,0.0001053521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005945356,0.0001862357,0.00001876381,0.0005303213,0.0002236037,0.00008769333,0.000008526819,0.0001178747,0.998821],"genre_scores_gemma":[0.0009272757,0.00009684791,0.0002312859,0.0003040169,0.0007645172,4.869516e-7,0.000005827465,0.00002297334,0.9976467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5549449,"threshold_uncertainty_score":0.9978286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697225508913742,"score_gpt":0.2810264472858386,"score_spread":0.2540541921967012,"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."}}