{"id":"W2133447875","doi":"10.1145/1869397.1869402","title":"CORALS","year":2010,"lang":"en","type":"article","venue":"ACM Transactions on Intelligent Systems and Technology","topic":"AI-based Problem Solving and Planning","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Computer science; Planner; Plan (archaeology); Cruise missile; Process (computing); Set (abstract data type); Resource (disambiguation); Operations research; Conflict resolution; Resource allocation; Variety (cybernetics); Computer security; Artificial intelligence; Missile; Computer network; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001622359,0.0001248988,0.0001559156,0.0003560183,0.000234056,0.00009057866,0.0006516898,0.00023275,0.00002292241],"category_scores_gemma":[0.00003207896,0.0001097343,0.00003065992,0.0004081732,0.0000808386,0.0001087131,0.00001735545,0.0004940603,0.00009020542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001004553,"about_ca_system_score_gemma":0.00002608298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008481227,"about_ca_topic_score_gemma":0.00002261545,"domain_scores_codex":[0.9991348,0.0000208426,0.0002101071,0.0003131072,0.0001000234,0.0002210711],"domain_scores_gemma":[0.9988757,0.0001375001,0.00005976739,0.0008018966,0.000061,0.0000641173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009297642,0.000162142,0.001519968,0.00006751794,0.00008900141,0.0000478501,0.0004202953,0.0005610908,0.008229103,0.444438,0.0006702704,0.5437855],"study_design_scores_gemma":[0.001178111,0.002153392,0.0002778948,0.0005834598,0.00008710652,0.003257487,0.001170003,0.1019812,0.1741881,0.1501954,0.5628383,0.002089585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01732058,0.0002674753,0.9759504,0.003973792,0.001311453,0.0001603799,0.000004603626,0.0005637315,0.0004475852],"genre_scores_gemma":[0.9855461,0.00004314614,0.01365263,0.00005112122,0.00002172676,0.00004687371,7.855435e-7,0.00000808094,0.0006295196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9682255,"threshold_uncertainty_score":0.4474835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746672045011682,"score_gpt":0.2508161740656835,"score_spread":0.2333494536155666,"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."}}