{"id":"W2891126605","doi":"10.1109/mcs.2018.2851062","title":"Remembering My Colleague and Friend Bruce Francis [Historical Perspectives]","year":2018,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Media studies; Management; Art history; History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005704252,0.00008641574,0.0002471472,0.0001960143,0.001415892,0.000347121,0.0001514443,0.0001230534,0.0001226135],"category_scores_gemma":[0.0001939797,0.0001091745,0.00005760729,0.0002137356,0.0005653878,0.000173404,0.000007851962,0.0001091024,0.0001256792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381519,"about_ca_system_score_gemma":0.0002949798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5525153,"about_ca_topic_score_gemma":0.5971773,"domain_scores_codex":[0.9987398,0.0001738223,0.0001946227,0.0002732597,0.0003096568,0.0003088112],"domain_scores_gemma":[0.9992105,0.00009455005,0.00008889669,0.0001608236,0.0001896141,0.0002555801],"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":[0.0002336323,0.0001457342,0.002703553,0.0001588616,0.000262518,0.0001506303,0.3420124,0.00003684422,0.00469027,0.1122603,0.5325181,0.004827152],"study_design_scores_gemma":[0.0005819314,0.00004826587,0.0003999271,0.00002349362,0.00002137633,0.000005533471,0.008271264,0.000203561,0.000001778552,0.00005197593,0.9902351,0.000155767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2737577,0.03826776,0.005004678,0.003879915,0.02544997,0.002155693,0.00009896331,0.0005066279,0.6508787],"genre_scores_gemma":[0.9725031,0.00005868079,0.000009765512,0.00005611171,0.002727625,0.00002491884,1.535071e-7,0.00001167539,0.02460795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6987454,"threshold_uncertainty_score":0.9998841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107169365341661,"score_gpt":0.2278883360301091,"score_spread":0.2168166423766924,"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."}}