{"id":"W4251908075","doi":"10.4414/bms.2020.19032","title":"Wissenswertes zuWissensplattformen","year":2020,"lang":"fr","type":"article","venue":"Bulletin des Médecins Suisses","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001540712,0.0004505716,0.0004280563,0.00007417434,0.0001824282,0.000241974,0.0003937001,0.0001511228,0.003404213],"category_scores_gemma":[0.0004415039,0.0004955645,0.0001910329,0.0004780701,0.0003009534,0.0001753506,0.0001585688,0.0004555674,0.005995841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349645,"about_ca_system_score_gemma":0.00005555617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002288991,"about_ca_topic_score_gemma":0.00001510061,"domain_scores_codex":[0.9975913,0.00004269793,0.000409602,0.0004222367,0.0003746594,0.001159555],"domain_scores_gemma":[0.9983123,0.000315332,0.00003851872,0.0003448688,0.0001265128,0.0008624968],"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":[0.0001370722,0.0004913404,0.005141297,0.004021347,0.0007610435,0.001039906,0.004700352,0.09186414,0.09645767,0.01951762,0.4358052,0.340063],"study_design_scores_gemma":[0.001051423,0.000426695,0.008707104,0.0005485285,0.00009234244,0.00007700983,0.0005002195,0.03645266,0.03883284,0.0086494,0.9035664,0.001095398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071292,0.03579255,0.003306473,0.03278538,0.0007790109,0.0003502504,0.00009499549,0.0008835444,0.01887857],"genre_scores_gemma":[0.9829336,0.002960461,0.01067146,0.0003166811,0.001083744,0.00001857375,0.00001412469,0.000159001,0.001842397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4677612,"threshold_uncertainty_score":0.9997496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111524028478595,"score_gpt":0.226070073088371,"score_spread":0.1949548328035851,"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."}}