{"id":"W6999362499","doi":"","title":"Colloque S&T Symposium 2007: Understanding The Human Dimension in 21st Century Conflict/Warfare (Comprendre la Dimension Humaine du Conflit et de la Conduite de la Guerre au XXIe Siecle)","year":2007,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Military Strategy and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human Dimension; Dimension (graph theory); Fourth Dimension; Human security; Human life","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"],"consensus_categories":[],"category_scores_codex":[0.00210398,0.0003244383,0.0003141554,0.0003168949,0.0002617794,0.0001022292,0.0002807789,0.0006722978,0.00006236824],"category_scores_gemma":[0.0001352976,0.0002877482,0.0001131978,0.0003123956,0.0004241111,0.0004851586,0.000147532,0.001084553,0.00003210917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007474179,"about_ca_system_score_gemma":0.00006093413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001179981,"about_ca_topic_score_gemma":0.0002057812,"domain_scores_codex":[0.9978999,0.0002808697,0.000771343,0.0001927894,0.0002255464,0.0006295221],"domain_scores_gemma":[0.9984039,0.0008373049,0.000121335,0.0004235048,0.0000638127,0.0001501628],"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":[0.0002073564,0.0002768767,0.0138772,0.0003292066,0.0001104216,0.0001281586,0.008257164,0.01164683,0.02317814,0.9371752,0.004363361,0.0004501253],"study_design_scores_gemma":[0.00976778,0.0003518062,0.06253575,0.001085671,0.0001643931,0.002101629,0.009117184,0.01359841,0.005148656,0.01143292,0.8827196,0.001976206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7095293,0.0001889908,0.04058761,0.0004746163,0.0002952581,0.0009053175,0.000095856,0.001454964,0.2464681],"genre_scores_gemma":[0.9983076,0.0002420686,0.000396779,0.000676935,0.00003978657,0.00002355506,0.0002593277,0.00003454144,0.00001942992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9257422,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207854096120516,"score_gpt":0.2738996892741788,"score_spread":0.2531142796621272,"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."}}