{"id":"W4232174569","doi":"10.1093/ww/9780199540884.013.u45524","title":"Barlow, Prof. Martin Thomas, (born 16 June 1953), Professor of Mathematics, University of British Columbia, since 1992; Interim Director, Pacific Institute for the Mathematical Sciences, since 2015","year":2007,"lang":"en","type":"reference-entry","venue":"Who's Who","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Interim; Library science; History; Computer science; Archaeology","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003320244,0.0003555317,0.001321214,0.0002088136,0.001354596,0.0001913118,0.001784602,0.0008146897,0.0002369819],"category_scores_gemma":[0.0009251211,0.0003909016,0.0007490596,0.002580493,0.00643354,0.0003524011,0.0002783817,0.0007387663,0.00001107462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223237,"about_ca_system_score_gemma":0.001045261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03778498,"about_ca_topic_score_gemma":0.2245965,"domain_scores_codex":[0.9954189,0.0003962975,0.000987571,0.0007828965,0.001477423,0.0009369045],"domain_scores_gemma":[0.9962161,0.001290052,0.0009796353,0.0006292887,0.00055924,0.0003256991],"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":[0.0001010782,0.002290389,0.003086798,0.005588651,0.0005348735,0.00004180833,0.006853303,0.000001511911,0.000004789171,0.08929349,0.8553163,0.03688699],"study_design_scores_gemma":[0.0004155748,0.000166002,0.0004286958,0.003120213,0.0002557603,0.000003365742,0.004236253,0.00002996219,0.000005339274,0.006565663,0.9842978,0.0004753434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00581977,0.036789,0.02128737,0.008920769,0.008473081,0.01205988,0.00703297,0.0005692934,0.8990479],"genre_scores_gemma":[0.02171357,0.06458912,0.01358177,0.0001366533,0.001572156,0.000113289,0.0002958718,0.0001465309,0.897851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1868116,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102149748114453,"score_gpt":0.2887016921204578,"score_spread":0.2576801946393133,"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."}}