{"id":"W7096713528","doi":"","title":"Developing User Models for Military Command and Control","year":2007,"lang":"en","type":"article","venue":"","topic":"Military Strategy and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Command and control; Plan (archaeology); Key (lock); Control (management); Focus (optics); Military intelligence","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":[0.0001241772,0.00006928272,0.00009270699,0.00004373174,0.00003598626,0.000001816651,0.00004446465,0.00008326917,0.000009384222],"category_scores_gemma":[0.000004267446,0.0000640725,0.00001475224,0.00003266406,0.00002481102,0.00007915201,0.000006634707,0.00005620566,0.000001788583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001181864,"about_ca_system_score_gemma":0.000003863792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002272806,"about_ca_topic_score_gemma":0.0003236969,"domain_scores_codex":[0.9996182,0.000001977785,0.000108557,0.00007768717,0.00002209102,0.0001714398],"domain_scores_gemma":[0.999801,0.00007902167,0.000002610246,0.00007714287,0.00001347859,0.00002679427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001174103,0.00001972061,0.002766052,0.0003508888,0.0002343231,0.00001697809,0.0003384367,0.02351194,0.002761696,0.9356753,0.003503171,0.03070403],"study_design_scores_gemma":[0.00345785,0.0001462471,0.007559205,0.0000322911,0.00003857955,0.00003971863,0.0005555283,0.7350414,0.01273618,0.2128162,0.02690798,0.0006689038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2096058,0.001554488,0.7850432,0.0001097799,0.00005274739,0.0001452557,0.000004502293,0.0002511052,0.003233069],"genre_scores_gemma":[0.9787813,0.00006465165,0.0209058,0.0001317832,0.00001612539,0.000008280057,0.000003084884,0.00000934373,0.00007955966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7691756,"threshold_uncertainty_score":0.2612801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153730549092827,"score_gpt":0.2185284770340276,"score_spread":0.2031554221247449,"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."}}