{"id":"W1971120688","doi":"10.1109/oceans.2010.5664435","title":"Mobile access to the NEPTUNE Canada project: Reuniting scientists with their instruments","year":2010,"lang":"en","type":"article","venue":"","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Neptune; Computer science; Mobile phone; Internet access; The Internet; Telecommunications; Remote sensing; Geology; World Wide Web; Planet","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":[0.0001157131,0.00008506758,0.0000687918,0.00003263055,0.0001618223,0.0002201055,0.0006497439,0.00001855782,0.00003342475],"category_scores_gemma":[0.00000105419,0.00004682108,0.000009139917,0.0002737137,0.00001713857,0.000130594,0.0001305415,0.0001449879,0.000006192969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003549895,"about_ca_system_score_gemma":0.00009090271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2006982,"about_ca_topic_score_gemma":0.836916,"domain_scores_codex":[0.9994522,0.0000139702,0.0001189904,0.00009323868,0.0001465809,0.0001750625],"domain_scores_gemma":[0.9994194,0.00001411063,0.00001798724,0.0004510917,0.00004535072,0.00005206543],"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":[0.00004108574,0.0001564326,0.09357408,0.0003037702,0.0004465432,0.0000148736,0.01851212,0.01774703,0.1854296,0.001403663,0.07327316,0.6090977],"study_design_scores_gemma":[0.0002007988,0.00002915281,0.00323388,0.00003285263,0.000003845977,0.00002500495,0.001843643,0.007850749,0.04645632,0.00001123034,0.9400893,0.000223184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797347,0.00001070561,0.0014747,0.0002295342,0.0001639372,0.00041771,0.000006823718,0.0001103885,0.01785146],"genre_scores_gemma":[0.9982695,0.000002265328,0.0006374499,0.0002220198,0.00003848595,0.0001270717,0.000004227541,0.00001605713,0.0006828987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8668162,"threshold_uncertainty_score":0.8046244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710433834959305,"score_gpt":0.2286090627530432,"score_spread":0.2115047244034501,"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."}}