{"id":"W4386765319","doi":"10.21079/11681/47605","title":"ERDC : A Tradition of Innovation","year":2023,"lang":"en","type":"report","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Discipline; Management; Power (physics); Inflection; Hurricane katrina; Political science; Engineering; Sociology; History; Social science; Geography; Computer science; Archaeology; Economics; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02514442,0.000633625,0.0007162846,0.002332048,0.007247388,0.01930077,0.00205247,0.005844026,0.00723969],"category_scores_gemma":[0.02952796,0.00038955,0.0006527456,0.004036952,0.0290987,0.01207299,0.008895135,0.01372371,0.002942884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01733025,"about_ca_system_score_gemma":0.03798463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005704252,"about_ca_topic_score_gemma":0.00603755,"domain_scores_codex":[0.9642295,0.01428964,0.001466706,0.004222119,0.01309617,0.002695819],"domain_scores_gemma":[0.9559321,0.02118878,0.002119976,0.007518216,0.009572155,0.003668782],"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":[0.00001518416,0.00004438267,0.0002373125,0.00007802903,0.00000633076,0.00004498149,0.002393287,0.0002918743,0.00008817495,0.916816,0.04537237,0.03461204],"study_design_scores_gemma":[0.00001339605,0.00003984995,0.0001991563,0.0003592318,0.000004598783,0.00007846543,0.001754027,0.0004702038,0.0003374762,0.151671,0.8450496,0.00002292577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008873601,0.01210373,0.04702103,0.2842615,0.003610145,0.0002011726,0.0001915816,0.0004068784,0.6433303],"genre_scores_gemma":[0.4485223,0.028247,0.07628321,0.08128032,0.004240016,0.001048779,0.0003971743,0.0007574828,0.3592237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02514442,"threshold_uncertainty_score":0.132978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7136906690557692,"score_gpt":0.5786483481002217,"score_spread":0.1350423209555475,"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."}}