{"id":"W2127755300","doi":"10.1109/oceans.1992.612684","title":"A Method For Integrating Geophysical Information Management","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Workstation; Computer science; Data management; Sonar; Software; Geographic information system; Database; Remote sensing; Operating system; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007691444,0.00004493599,0.00004071539,0.00003876888,0.00007039297,0.00005973325,0.0002366636,0.00001140503,0.000002646409],"category_scores_gemma":[0.000002898192,0.0000382411,0.00003101448,0.000135212,0.000003693264,0.0006863443,0.00007509236,0.0000269759,0.00002854409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000230846,"about_ca_system_score_gemma":0.000005648483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001893862,"about_ca_topic_score_gemma":6.572308e-7,"domain_scores_codex":[0.9996281,0.000004444811,0.0001198356,0.00009147413,0.00007450525,0.00008169028],"domain_scores_gemma":[0.9997053,0.0000520029,0.00003652963,0.0001302936,0.00005443893,0.0000214669],"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":[2.435848e-7,0.000005556099,1.06019e-7,0.000001483965,0.000001200303,9.188409e-9,0.00002233184,0.0005676801,0.00001282174,0.5493322,0.0005531315,0.4495032],"study_design_scores_gemma":[0.00006129872,0.00001122972,0.00002856428,0.000001926482,9.598795e-7,9.683323e-7,0.000009125907,0.6303136,0.0006667174,0.1587829,0.21008,0.00004262993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00001046177,0.000001238705,0.9819443,0.002984209,0.000009429078,0.0002475731,8.685347e-7,0.0002441473,0.01455782],"genre_scores_gemma":[0.007269619,9.297218e-7,0.990653,0.001522406,0.0000345382,0.0002458303,0.000006095206,0.000001642418,0.0002658726],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.629746,"threshold_uncertainty_score":0.1559427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115848681450505,"score_gpt":0.3287065128888703,"score_spread":0.3171216447438198,"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."}}