{"id":"W2474735365","doi":"10.21236/ada631143","title":"Joint Force Quarterly. Issue 59, 4th Quarter 2010","year":2010,"lang":"en","type":"report","venue":"","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Joint (building); Quarter (Canadian coin); Computer science; History; Engineering; Structural engineering; Archaeology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001980568,0.0004037917,0.0007554363,0.000152165,0.001009883,0.0001006056,0.0003672039,0.0008815433,0.013151],"category_scores_gemma":[0.0003321999,0.0003264054,0.0004152562,0.0001849848,0.0005755377,0.0002102609,0.00005723131,0.0009618308,0.00206828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327361,"about_ca_system_score_gemma":0.001172152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0550527,"about_ca_topic_score_gemma":0.1319406,"domain_scores_codex":[0.9963778,0.0001791666,0.0006109689,0.0006438358,0.001458935,0.0007293176],"domain_scores_gemma":[0.9980906,0.0001652844,0.0002359534,0.0006407225,0.0006051144,0.0002623585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005401971,0.00003975161,0.0001208338,0.00006557711,0.00008588564,0.00002216782,0.01810763,4.398701e-8,0.00001584252,0.001759664,0.9724267,0.007350519],"study_design_scores_gemma":[0.00009652205,0.0001391708,0.0004523356,0.00004546318,0.00006590789,0.000007975801,0.01718557,0.000001240948,0.000008031236,0.002830145,0.9787123,0.0004553999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006265571,0.001654482,0.0001005538,0.003389108,0.01010047,0.0005073194,0.00004072518,0.0002636178,0.9833172],"genre_scores_gemma":[0.01726576,0.002444502,0.0005760136,0.0003858923,0.007389489,0.00006448681,0.00004581522,0.00004195847,0.9717861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07688791,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430009814720268,"score_gpt":0.328568199204325,"score_spread":0.2842681010571223,"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."}}