{"id":"W3215297553","doi":"10.1061/geosek.0000083","title":"R. Kerry Rowe, OC, PhD, DEng., DSc(hc), FRS, NAE, FREng, FRSC, FCAE, Dist.M.ASCE, FEIC, FIE(Aust), FCSCE, P.Eng, CP.Eng","year":2020,"lang":"en","type":"article","venue":"GEOSTRATA Magazine","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"ROWE; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009990485,0.0004377267,0.0003384205,0.0006992785,0.001008689,0.001603933,0.000418428,0.001003608,0.09739202],"category_scores_gemma":[0.006441459,0.0002819228,0.0001937441,0.0003357487,0.0004013716,0.001175978,0.0006449017,0.002173752,0.05905608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009827164,"about_ca_system_score_gemma":0.002647867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008468906,"about_ca_topic_score_gemma":0.02262468,"domain_scores_codex":[0.9995512,0.00006737434,0.00002431373,0.0001047573,0.0002121627,0.00004006748],"domain_scores_gemma":[0.9972736,0.0004321589,0.0001141626,0.0000579399,0.00135091,0.000771243],"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":[0.00001509387,0.00001322186,0.0005315287,0.00005885648,0.000001995703,0.00007821758,0.0000855481,0.00002832024,0.0001200061,0.0006655993,0.9231635,0.07523805],"study_design_scores_gemma":[0.000007881918,0.00002872635,0.001978879,0.000299995,0.000006883379,0.001798073,0.0003912856,0.0000986488,0.0002593071,0.0008238585,0.9942936,0.00001290739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004287532,0.08508664,0.006600808,0.5974597,0.05593589,0.0001289909,0.001412421,0.0009165787,0.2481714],"genre_scores_gemma":[0.02682759,0.06411324,0.00371221,0.04726611,0.00824669,0.00007579129,0.0004829993,0.0004497439,0.8488256],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09739202,"threshold_uncertainty_score":0.3258088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523700433034633,"score_gpt":0.3426656611852434,"score_spread":0.1902956178817801,"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."}}