{"id":"W7072343729","doi":"","title":"Workshop and conference on Grand Challenges applications and software technology","year":2010,"lang":"en","type":"other","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Oak Ridge National Laboratory; Lawrence Livermore National Laboratory; University of California, Santa Barbara; Advanced Research Projects Agency; Goddard Space Flight Center; Ames Research Center; National Oceanic and Atmospheric Administration; Defense Advanced Research Projects Agency; Vanderbilt University; Rice University; National Institute of Standards and Technology; Carnegie Mellon University; Argonne National Laboratory; International Business Machines Corporation; U.S. Department of Energy; California Institute of Technology; Langley Research Center; National Aeronautics and Space Administration; University of Minnesota; York University; NASA Headquarters; National Science Foundation","keywords":"Grand Challenges; Software; Multidisciplinary approach; Government (linguistics); National laboratory; Cyberinfrastructure; Computational thinking","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005340517,0.001488445,0.0007100479,0.001327991,0.002205989,0.006041878,0.002196535,0.002582013,0.1220252],"category_scores_gemma":[0.005916271,0.0005696754,0.001510062,0.001228691,0.000693024,0.003114322,0.004041901,0.004085917,0.05282891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002730894,"about_ca_system_score_gemma":0.005795434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008073622,"about_ca_topic_score_gemma":0.01628278,"domain_scores_codex":[0.9968388,0.0007541858,0.0001340754,0.0005487284,0.001250446,0.0004737643],"domain_scores_gemma":[0.9966677,0.0004722048,0.00006903075,0.0003267691,0.001470819,0.0009935192],"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":[0.00009109624,0.0001255821,0.0002118518,0.00008818536,0.00001251733,0.0001228355,0.0002336681,0.0005189302,0.001191227,0.01583832,0.8898958,0.09166993],"study_design_scores_gemma":[0.000008482683,0.00002186341,0.0001932614,0.00004984452,0.000003976846,0.00004362601,0.00008628803,0.0005671871,0.0003734606,0.002160202,0.9964823,0.000009515641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01218757,0.01752406,0.1095776,0.09590442,0.1121239,0.001392629,0.005156363,0.004355398,0.641778],"genre_scores_gemma":[0.01613927,0.004921625,0.02325219,0.003787647,0.005355801,0.0004416408,0.003964341,0.001308652,0.9408289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1220252,"threshold_uncertainty_score":0.4082148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396567116265822,"score_gpt":0.2266949740696271,"score_spread":0.2027293029069689,"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."}}