{"id":"W4309076409","doi":"10.1016/j.marpol.2022.105261","title":"Maritime search and rescue in canada and the use of emergency radio beacons","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Beacon; Telecommunications; Flexibility (engineering); Resilience (materials science); Computer security; Search and rescue; Business; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001572279,0.0001859041,0.0002550888,0.001792716,0.003781996,0.00432155,0.00139174,0.001638575,0.006856212],"category_scores_gemma":[0.01044791,0.0002786121,0.0003880948,0.003766078,0.002801754,0.001054252,0.001065843,0.00259496,0.000315495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08643358,"about_ca_system_score_gemma":0.1373589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981212,"about_ca_topic_score_gemma":0.9991794,"domain_scores_codex":[0.9976325,0.0002257692,0.00008488203,0.0001269349,0.0008823731,0.00104749],"domain_scores_gemma":[0.988843,0.002253573,0.001284542,0.0001527535,0.005281599,0.002184621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009852248,0.0004920375,0.5950003,0.0005498935,0.000163095,0.001107845,0.01607898,0.01210562,0.00175997,0.1353695,0.07007315,0.1663144],"study_design_scores_gemma":[0.0001016903,0.0001722282,0.8145161,0.0004742428,0.0001035268,0.0002387593,0.0329515,0.005660481,0.0006400404,0.002879143,0.1421322,0.0001301665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8166726,0.008896597,0.0008931081,0.05972656,0.0003264045,0.0000748104,0.003491181,0.00006648073,0.1098522],"genre_scores_gemma":[0.9690601,0.004424838,0.0003615693,0.00217826,0.00005048807,0.00001457975,0.0004263142,0.00002372588,0.02346008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08643358,"threshold_uncertainty_score":0.6271225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795378352293886,"score_gpt":0.2272534799867109,"score_spread":0.209299696463772,"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."}}