{"id":"W4230397577","doi":"10.2514/6.iac-04-c.p.01","title":"Emergency Response System in the Lower Mekong River Bassin: a Conceptual Model Approach by using Earth Observation and Geomatics","year":2004,"lang":"en","type":"article","venue":"55th International Astronautical Congress of the International Astronautical Federation, the International Academy of Astronautics, and the International Institute of Space Law","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Geomatics; Mekong river; Remote sensing; Conceptual model; Computer science; Geography; Geology; Database; Geomorphology; Structural basin","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001680882,0.000455825,0.0005564791,0.0001290322,0.0004466147,0.0001908005,0.002643437,0.000192648,0.0001434955],"category_scores_gemma":[0.000644284,0.0002534052,0.0003113825,0.0002000103,0.004298712,0.0007568938,0.0005897065,0.0007675654,0.000007117379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186489,"about_ca_system_score_gemma":0.000127458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461,"about_ca_topic_score_gemma":0.0003818693,"domain_scores_codex":[0.9948769,0.0002391642,0.001494237,0.0005710293,0.002400752,0.0004179401],"domain_scores_gemma":[0.9974913,0.000746019,0.000859499,0.0002607432,0.0005254291,0.0001170259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002022203,0.0004473986,0.01513377,0.00002954903,0.0007158879,0.000002362618,0.0005983371,0.1127578,0.0005345339,0.8667471,0.0003021329,0.0007089639],"study_design_scores_gemma":[0.006575494,0.0003214951,0.1625461,0.0004713128,0.0002641177,0.0001185341,0.002117522,0.7608417,0.001934744,0.05290865,0.01129044,0.0006099563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071841,0.0002728467,0.009839139,0.07537475,0.002629079,0.0007931647,0.00101178,0.00002740101,0.002867782],"genre_scores_gemma":[0.992966,0.00008075122,0.005130523,0.0008239063,0.0003511354,0.00002229662,0.0001391105,0.00001347846,0.000472792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8138384,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344587034790151,"score_gpt":0.2474846524305872,"score_spread":0.2140387820826857,"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."}}