{"id":"W2190884010","doi":"10.1155/2015/837690","title":"Michel G Bergeron “MGB” – a True Success","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists; Berger (Canada)","funders":"","keywords":"Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006849473,0.0001054589,0.0003247022,0.0001482001,0.00008548493,0.0000297537,0.0001787961,0.0001711797,0.0004782834],"category_scores_gemma":[0.01203981,0.00007991165,0.00006939725,0.00008973155,0.0005323626,0.00005394432,0.00002796862,0.0003395524,0.00001097929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574936,"about_ca_system_score_gemma":0.003188577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002616044,"about_ca_topic_score_gemma":0.01722828,"domain_scores_codex":[0.9988185,0.0002067266,0.0003561836,0.0001268387,0.0001187234,0.0003730655],"domain_scores_gemma":[0.9959953,0.0006453912,0.00009529912,0.0001027924,0.0002853972,0.002875859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005506037,0.00102297,0.3103238,0.0008963517,0.0008083429,0.004514174,0.002090993,0.000006835206,0.0006392737,0.159802,0.4156182,0.1037265],"study_design_scores_gemma":[0.008569303,0.003565046,0.01418796,0.0005263112,0.0003504363,0.01013528,0.0008043565,0.0001229735,0.000113623,0.7132471,0.2475472,0.0008304598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987636,0.003355974,0.003568884,0.003486737,0.0006867188,0.0001477856,0.0001770765,0.00001356794,0.0009271975],"genre_scores_gemma":[0.9988048,0.00007147429,0.0002283816,0.0006260778,0.0001838737,0.000002775084,0.000007040635,0.000009698821,0.00006587955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5534451,"threshold_uncertainty_score":0.9962822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218943965518983,"score_gpt":0.3242575811631667,"score_spread":0.2920681415079768,"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."}}