{"id":"W1991369967","doi":"10.1109/oceans.2007.4449150","title":"The NEPTUNE Canada Communications Network","year":2007,"lang":"en","type":"article","venue":"","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer network; Computer science; Observatory; Neptune; Ethernet; Telecommunications; Engineering","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":[0.0002742988,0.00004590425,0.00004284429,0.000005046704,0.0002797713,0.00003246654,0.0005560362,0.00001710623,0.00001081862],"category_scores_gemma":[7.19101e-7,0.0000315089,0.00001373936,0.0001064435,0.00002410607,0.00002222044,0.00007034057,0.00008942514,0.00001423888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006075762,"about_ca_system_score_gemma":0.00002395253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1122034,"about_ca_topic_score_gemma":0.937033,"domain_scores_codex":[0.9995446,0.00001680104,0.0001602867,0.00002986431,0.00007437389,0.0001741314],"domain_scores_gemma":[0.998943,0.0001839382,0.00001199179,0.0007965245,0.00002298485,0.00004160843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001109649,0.0000343242,0.01132559,0.00002890201,0.0003371847,0.000004278442,0.0009131596,0.01801169,0.003091634,0.1280376,0.4870682,0.3511363],"study_design_scores_gemma":[0.00003347986,0.000001249291,0.001783513,0.000002805093,0.000001421828,0.000001922844,0.0002819467,0.005047677,0.0003148325,0.0001600819,0.9923208,0.00005025947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01716515,0.01197005,0.1722273,0.008160158,0.0006781025,0.0004143782,0.000003447691,0.000856737,0.7885247],"genre_scores_gemma":[0.9966296,0.0002238577,0.00153391,0.0001815305,0.00005281414,0.000006208689,0.000003230947,0.000009334738,0.001359534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9794644,"threshold_uncertainty_score":0.8937085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127537571784657,"score_gpt":0.1975057938781698,"score_spread":0.1862304181603233,"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."}}