{"id":"W1981832271","doi":"10.1016/j.cageo.2005.10.005","title":"Integrated software framework for processing of geophysical data","year":2005,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Data processing; Graphical user interface; Software; Component (thermodynamics); Flexibility (engineering); Interface (matter); Data processing system; Database; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002629711,0.001649042,0.001545659,0.002612341,0.001009685,0.003484906,0.004802543,0.00148088,0.01768416],"category_scores_gemma":[0.006403872,0.001339775,0.002254077,0.002163155,0.0007311706,0.002591068,0.003486912,0.003035716,0.01080699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157778,"about_ca_system_score_gemma":0.004114534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130895,"about_ca_topic_score_gemma":0.01058565,"domain_scores_codex":[0.9979491,0.0002386947,0.0002835576,0.0003507108,0.0009003125,0.0002776628],"domain_scores_gemma":[0.9967226,0.0006560873,0.0001378716,0.001045831,0.001143899,0.0002937595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001421326,0.0006198367,0.004195333,0.0008587618,0.0008323945,0.0008147864,0.000816724,0.06565691,0.03509212,0.07477589,0.1308917,0.6840242],"study_design_scores_gemma":[0.000594408,0.000224583,0.002394476,0.0002073615,0.0003949901,0.0006646615,0.0001422044,0.6163778,0.06594597,0.0742289,0.2385782,0.0002465434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.001274568,0.00007240387,0.9302838,0.00005557383,0.00005504263,0.0001411369,0.001240173,0.06557043,0.001306945],"genre_scores_gemma":[0.05044817,0.000282575,0.9085029,0.0002996188,0.0000890275,0.0009964149,0.01600603,0.01700325,0.006372073],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01768416,"threshold_uncertainty_score":0.0591594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598391389734322,"score_gpt":0.268928768218712,"score_spread":0.2329448543213688,"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."}}