{"id":"W2031861914","doi":"10.1117/12.544176","title":"&lt;title&gt;Defence R&amp;amp;D Canada's autonomous intelligent systems program&lt;/title&gt;","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Military Defense Systems Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Computer science; Work (physics); Control (management); Path (computing); Operations research; Independence (probability theory); Systems engineering; Engineering management; Aeronautics; Artificial intelligence; Engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002873653,0.0002878971,0.0003785901,0.00009554125,0.00004965346,0.00007632353,0.0005980053,0.0001546414,0.00007599396],"category_scores_gemma":[0.0001570929,0.0002561347,0.0003869185,0.0003123622,0.0000895502,0.0001564644,0.00007230008,0.0002388449,0.00005258711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005255411,"about_ca_system_score_gemma":0.00008657801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008275071,"about_ca_topic_score_gemma":0.0001018201,"domain_scores_codex":[0.9981551,1.905486e-8,0.0005912165,0.0002823609,0.000605678,0.0003655931],"domain_scores_gemma":[0.9989301,0.00004177767,0.0001422575,0.00009017924,0.0006604487,0.0001352246],"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":[0.00002070666,0.0001317596,0.00008193438,0.001863344,0.001466381,7.979862e-7,0.0003172652,0.01666418,0.1260021,0.7446038,0.1072031,0.001644662],"study_design_scores_gemma":[0.0006418805,0.0001197809,0.0001734776,0.0007090076,0.0003129167,0.00006284895,0.0004634661,0.0653002,0.01071452,0.0007732291,0.9197766,0.0009520209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619921,0.001074795,0.0002722325,0.0003912923,0.0008966558,0.0005951371,0.00007709471,0.0002825113,0.03441821],"genre_scores_gemma":[0.9169941,0.0004009366,0.0760396,0.00006729391,0.00115748,0.00037393,0.00004690424,0.0002115425,0.004708205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8125736,"threshold_uncertainty_score":0.9999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133358631369725,"score_gpt":0.2161266406141407,"score_spread":0.2047930543004435,"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."}}