{"id":"W4252011418","doi":"10.1109/icm50269.2020.9331774","title":"ICM 2020 Program","year":2020,"lang":"en","type":"article","venue":"","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Beirut Arab University; Universität Kassel; American University in Cairo; National Technical University of Athens; University of the Philippines; University of Cape Town; National Taiwan University; Universidade Federal de Itajubá; Najran University; Technische Universität Darmstadt; Alexandria University; National and Kapodistrian University of Athens; Universiti Malaysia Perlis; Universidade Estadual Paulista; Universidade Federal de Minas Gerais; University of Waterloo; Cairo University; Middlesex University; King Abdullah University of Science and Technology; National Taiwan University of Science and Technology; University of Bolton; University of Toronto; Jordan University of Science and Technology; Nile University; Ain Shams University; Université de Sousse; Indian Space Research Organisation; Yarmouk University; University of Western Macedonia; Jamia Millia Islamia; University of Electronic Science and Technology of China; British University in Egypt; University of Patras; Zewail City of Science and Technology; Polytechnique Montréal; Universität des Saarlandes; German University in Cairo; Zagazig University; Prince Sattam bin Abdulaziz University; Universidad de Sevilla; Florida Polytechnic University; Johns Hopkins University; Universidade de São Paulo; College of Engineering Trivandrum","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002759178,0.00005364666,0.00005485723,0.000001152883,0.00005202923,0.00001384622,0.0001043259,0.00002679309,0.004730686],"category_scores_gemma":[0.000003888338,0.00003196367,0.00002166341,0.0001023233,0.00002927044,0.00006432272,0.00007395187,0.00005849258,0.005354876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000198331,"about_ca_system_score_gemma":0.000002484454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001872262,"about_ca_topic_score_gemma":0.0001014325,"domain_scores_codex":[0.99949,0.000009226234,0.00007183131,0.0001550344,0.0001168423,0.0001570421],"domain_scores_gemma":[0.9997495,0.000003208659,0.00001353072,0.00005496836,0.000001223969,0.0001775883],"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":[0.00001197104,0.0001400449,0.1313735,0.00001642964,0.000004672876,0.00001366028,0.001543413,0.00005449971,0.001257424,0.001004737,0.8155406,0.04903908],"study_design_scores_gemma":[0.0001722465,0.0002555998,0.1571928,0.000001407565,0.000004181392,0.000003347399,0.0001623451,0.0005996181,0.0008630509,0.0003922968,0.8402051,0.0001480071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4983797,0.00003070821,0.0002589155,0.02488672,0.00009013345,0.0005891644,0.000002426563,0.0004448507,0.4753174],"genre_scores_gemma":[0.982972,0.00003899252,0.004931591,0.008561089,0.0001672797,0.00001673967,0.000006799717,0.000005245529,0.003300277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4845923,"threshold_uncertainty_score":0.9961791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323054550318405,"score_gpt":0.2363977777022223,"score_spread":0.2231672321990383,"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."}}