{"id":"W2024586362","doi":"10.1117/12.487695","title":"&lt;title&gt;COP 21 TD: towards a situational awareness knowledge portal&lt;/title&gt;","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Situation awareness; Enterprise portal; Personalization; Knowledge management; Computer science; Knowledge sharing; Situational ethics; World Wide Web; Engineering; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001345516,0.000399289,0.0005013857,0.001253703,0.002021061,0.006320893,0.0009939668,0.002326064,0.3212402],"category_scores_gemma":[0.003047851,0.0002960711,0.0002774624,0.002416075,0.0009442025,0.003954417,0.001625927,0.001368089,0.1897589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032153,"about_ca_system_score_gemma":0.002327792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234539,"about_ca_topic_score_gemma":0.01999387,"domain_scores_codex":[0.9990947,0.0001074013,0.00004715385,0.0001251056,0.0005128188,0.0001127995],"domain_scores_gemma":[0.9961584,0.0004908596,0.0001271246,0.0002834099,0.002220844,0.0007193108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000044636,0.00005062028,0.0001629792,0.0001592523,0.000002024079,0.00008708778,0.00009786474,0.000165199,0.002282061,0.01342807,0.8899477,0.09357265],"study_design_scores_gemma":[0.00001181903,0.00002999922,0.0003765322,0.00005577596,0.000002221306,0.00009149197,0.00008746883,0.0005072894,0.001598909,0.002238544,0.9949876,0.00001240312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003097164,0.003136655,0.05681181,0.02586018,0.02322355,0.001113493,0.005665858,0.005079411,0.8760118],"genre_scores_gemma":[0.01304534,0.002110128,0.01331483,0.001664879,0.002203678,0.0001731516,0.004150728,0.001620965,0.9617162],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6787598,"threshold_uncertainty_score":0.9681685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592678143112799,"score_gpt":0.2655595329674516,"score_spread":0.2496327515363236,"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."}}