{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009360222,0.001086668,0.001341731,0.001613965,0.002254777,0.006359984,0.001319034,0.01035101,0.01387048],"category_scores_gemma":[0.0410696,0.0003712079,0.0005045951,0.0007257931,0.005752632,0.004405085,0.004904,0.01287726,0.01171997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003826684,"about_ca_system_score_gemma":0.004548754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763315,"about_ca_topic_score_gemma":0.005032815,"domain_scores_codex":[0.9918364,0.002781799,0.0003167682,0.001475109,0.002901148,0.0006888494],"domain_scores_gemma":[0.9786906,0.005589492,0.0008705475,0.001489262,0.005805352,0.007554653],"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":[0.00005443859,0.00002195553,0.0002973934,0.00005773962,0.00001702086,0.0001516174,0.00009168575,0.00005766033,0.0001008671,0.02353071,0.9518458,0.02377312],"study_design_scores_gemma":[0.00003088111,0.00003229397,0.0006231106,0.0003186045,0.00001211751,0.0006183842,0.000135865,0.00017024,0.0002228605,0.02864365,0.9691561,0.00003592213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006358466,0.02649357,0.001323853,0.8524866,0.108191,0.00001034402,0.00006149922,0.0001044968,0.01069279],"genre_scores_gemma":[0.03175637,0.02314066,0.003446748,0.6625482,0.1678457,0.0000690053,0.0001024115,0.0005185807,0.1105723],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01387048,"threshold_uncertainty_score":0.04950219,"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."}}