{"id":"W4402260955","doi":"10.62973/09-031r1","title":"OWS-6 SWE Information Model Engineering Report","year":2009,"lang":"en","type":"report","venue":"","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Resources Canada; Joint Program Executive Office for Chemical, Biological, Radiological and Nuclear Defense; National Geospatial-Intelligence Agency; European Commission","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":[],"consensus_categories":[],"category_scores_codex":[0.0002579992,0.0002116414,0.0002129151,0.0002128948,0.00006824701,0.0001728356,0.0006645636,0.0001704319,0.000003964622],"category_scores_gemma":[0.00007477048,0.0002053512,0.0001074504,0.0003106692,0.00000743934,0.001120073,0.0001807588,0.0002527502,0.00002807705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256024,"about_ca_system_score_gemma":0.0006642776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001701403,"about_ca_topic_score_gemma":6.140066e-7,"domain_scores_codex":[0.998208,0.000002983687,0.0005759221,0.0002959785,0.0007222015,0.000194886],"domain_scores_gemma":[0.9981391,0.00002398701,0.0003429939,0.0007473906,0.0006692098,0.00007727921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[4.427928e-7,0.00003001349,0.000001175199,0.00005396183,0.00001794934,0.00002738148,0.00003990671,0.4473613,0.00001718557,0.3419349,0.07508548,0.1354303],"study_design_scores_gemma":[0.00002067476,0.000008227351,0.00002245485,0.0000237032,0.000003458312,0.0002706288,3.145045e-7,0.605844,0.00006565355,0.01869296,0.3748533,0.000194625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000002160849,0.00002985339,0.8761577,0.0005279226,0.0001208196,0.0002368499,0.000006074927,0.001006554,0.1219121],"genre_scores_gemma":[0.002563115,0.0001652032,0.9915535,0.0003840961,0.0001316362,0.0001167867,0.0002762958,0.00001302486,0.00479628],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3232419,"threshold_uncertainty_score":0.8373979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444091516282433,"score_gpt":0.3039772584086914,"score_spread":0.2795363432458671,"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."}}