{"id":"W2356112837","doi":"","title":"A Technology Analysis of NEPTUNE","year":2006,"lang":"en","type":"article","venue":"Ocean Technology","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neptune; Submarine; Underwater; Remote sensing; Aerospace engineering; Engineering; Geology; Aeronautics; Oceanography; Astronomy; Planet; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005268637,0.00009798651,0.0002420151,0.001917331,0.00006179712,0.000009256172,0.0009456471,0.0001575633,0.000006541386],"category_scores_gemma":[0.00001422985,0.00009892866,0.00008038757,0.007961233,0.000185545,0.00008118045,0.0002664323,0.0001181709,0.000007377302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002584134,"about_ca_system_score_gemma":0.00002331525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009377496,"about_ca_topic_score_gemma":0.000005839502,"domain_scores_codex":[0.9990985,0.000006220954,0.0002748813,0.0003242016,0.0001070091,0.0001892085],"domain_scores_gemma":[0.9989502,0.00002892077,0.0001654388,0.0007028963,0.0001370525,0.00001548086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[5.589641e-7,0.00005437137,0.002172699,0.000001399591,0.00004578901,0.000002579182,0.000003144257,0.0007893271,0.00192581,0.979226,0.0003095624,0.01546879],"study_design_scores_gemma":[0.0001117641,0.00008376069,0.001608791,0.000004377845,0.00006760085,0.00001407356,0.00001314757,0.03725925,0.02600667,0.9196441,0.01502874,0.0001577115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05132466,0.0001294167,0.9403998,0.005329004,0.00001565748,0.00009843831,0.000004803211,0.001146909,0.001551329],"genre_scores_gemma":[0.7371755,0.000006096842,0.2626183,0.00004521861,0.000006054141,0.00001344851,0.00000682286,0.000004726499,0.0001237833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6858509,"threshold_uncertainty_score":0.4034193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005021172684292093,"score_gpt":0.2499638755070032,"score_spread":0.2449427028227111,"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."}}