{"id":"W2099932454","doi":"10.1109/oceans-spain.2011.6003593","title":"The PLOCAN observatory: A multidisciplinary multiplatform observing system for the central-eastern Atlantic ocean","year":2011,"lang":"en","type":"article","venue":"","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observatory; Interoperability; Multidisciplinary approach; Benchmarking; Shore; Instrumentation (computer programming); Remote sensing; Oceanography; Environmental science; Systems engineering; Environmental resource management; Meteorology; Computer science; Geography; Engineering; Geology; Business","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":[0.0007204703,0.0002201795,0.0001929899,0.00003935299,0.001122227,0.0001242818,0.002387274,0.0001221524,0.000001656844],"category_scores_gemma":[0.00006487994,0.0001112335,0.0001416848,0.0002227913,0.0001070528,0.0003165813,0.0001833264,0.0001645155,0.00003303244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009429424,"about_ca_system_score_gemma":0.00005476855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004429517,"about_ca_topic_score_gemma":0.000404165,"domain_scores_codex":[0.9982006,0.00005670704,0.000374579,0.0004082592,0.0002898681,0.000670005],"domain_scores_gemma":[0.9979388,0.0003761449,0.0001804757,0.001290485,0.0001212318,0.00009284091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001212968,0.0001456519,0.6734183,0.0002497553,0.0003715918,0.00003128253,0.005996626,0.00003732296,0.003252031,0.3025308,0.001988484,0.0118568],"study_design_scores_gemma":[0.002987952,0.000420828,0.232557,0.0005018523,0.0001431544,0.0002038215,0.02381193,0.6970806,0.02719562,0.001326645,0.01263667,0.001133859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5899907,0.001031667,0.3934042,0.002603578,0.005037989,0.003388885,0.000004144837,0.002306097,0.002232701],"genre_scores_gemma":[0.9962221,0.00001134896,0.003062869,0.0000893612,0.00008342555,0.00007906674,9.552119e-7,0.00001865863,0.0004322158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6970433,"threshold_uncertainty_score":0.8631376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08991298460063983,"score_gpt":0.2395121703280666,"score_spread":0.1495991857274268,"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."}}