{"id":"W2029177589","doi":"10.1016/j.cageo.2012.12.005","title":"Task-parallel implementation of 3D shortest path raytracing for geophysical applications","year":2012,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Discretization; Computer science; Shortest path problem; Cuboid; Algorithm; Task (project management); Path (computing); Parallel computing; Implementation; Computational science; Geometry; Mathematics; Theoretical computer science; Mathematical analysis","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":[0.000548427,0.001190155,0.0007648122,0.0008017168,0.0009209281,0.001462599,0.003015572,0.0008837007,0.01738149],"category_scores_gemma":[0.002145824,0.0006090701,0.0009408569,0.001685412,0.0004699234,0.001191323,0.001489788,0.001168816,0.004085683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000839942,"about_ca_system_score_gemma":0.002796074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160742,"about_ca_topic_score_gemma":0.02567879,"domain_scores_codex":[0.9994348,0.00008723211,0.00004292104,0.00009386984,0.0002403152,0.0001009098],"domain_scores_gemma":[0.9990069,0.0002287772,0.00003767349,0.000302221,0.0003569657,0.00006750316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001312142,0.0004965746,0.004072589,0.0004516187,0.0002297786,0.0003383465,0.0006248693,0.3070391,0.03264549,0.03145169,0.05017216,0.5711657],"study_design_scores_gemma":[0.0001250236,0.00005642237,0.0003415628,0.000008444356,0.00002268817,0.00006356364,0.00007703099,0.9664195,0.01249151,0.01005801,0.01031262,0.00002357489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02297212,0.0001390762,0.949259,0.0001836851,0.0001264344,0.0001062411,0.0006766262,0.01805803,0.008478734],"genre_scores_gemma":[0.2074523,0.0001500386,0.7818167,0.0001328886,0.00004053262,0.0002573658,0.002340477,0.001546982,0.006262704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01738149,"threshold_uncertainty_score":0.05814689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670458460028282,"score_gpt":0.2651474909249867,"score_spread":0.2484429063247039,"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."}}