{"id":"W4232362707","doi":"10.1126/science.305.5685.759d","title":"RESOURCES: Broadcasting Live From the High Seas","year":2004,"lang":"en","type":"article","venue":"Science","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"International waters; Broadcasting (networking); Oceanography; Telecommunications; Geography; Computer science; Computer security; Fishery; Geology; Biology","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":[0.0001728067,0.00004961301,0.00004142119,0.0000135825,0.000170166,0.00008802112,0.0002801045,0.00001454019,0.0001157194],"category_scores_gemma":[0.000114503,0.00003351577,0.00001149356,0.0001873674,0.0002370954,0.00007210546,0.00004989694,0.00008224621,0.00006757761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000341295,"about_ca_system_score_gemma":0.00002756072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006692676,"about_ca_topic_score_gemma":0.00004933496,"domain_scores_codex":[0.9994593,0.00000295527,0.00006653536,0.0001112591,0.0001842754,0.0001757345],"domain_scores_gemma":[0.9996982,0.00004836481,0.00001084591,0.0001728044,0.00002177214,0.00004800991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000006612051,0.00005373678,0.01315778,0.00004105418,0.00002785608,0.0001338847,0.02042723,0.8248359,0.01235694,0.0246695,0.002758013,0.1015315],"study_design_scores_gemma":[0.001176368,0.0001300125,0.5793924,0.0004445025,0.00006790191,0.00005000175,0.003933375,0.1227337,0.01377764,0.07267035,0.2041589,0.001464905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967323,0.0004941217,0.008085184,0.0003480665,0.0006277484,0.00007975659,0.00001767904,0.0002281394,0.02279633],"genre_scores_gemma":[0.9974675,0.000009434736,0.002187278,0.0001191588,0.0001415847,0.000001437319,8.548402e-7,0.000004847486,0.00006786989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7021022,"threshold_uncertainty_score":0.1366734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074422092978131,"score_gpt":0.1933538929637753,"score_spread":0.1826096720339939,"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."}}