{"id":"W4307627160","doi":"10.5281/zenodo.4699437","title":"Editorial vision and goals of BRAMS Institute and its academic journal","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Laboratory for Brain, Music and Sound Research","funders":"","keywords":"Engineering ethics; Computer science; Management science; Engineering physics; Engineering","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":[0.03249867,0.002442184,0.003056128,0.005986206,0.004867397,0.01908945,0.002518758,0.01234657,0.0129446],"category_scores_gemma":[0.06156537,0.0007984035,0.001865011,0.001953575,0.003503748,0.006163244,0.002439614,0.01529201,0.02032881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003649071,"about_ca_system_score_gemma":0.01274023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064265,"about_ca_topic_score_gemma":0.001696406,"domain_scores_codex":[0.9771101,0.002325359,0.002485757,0.001321442,0.01525988,0.001497373],"domain_scores_gemma":[0.8519189,0.01616363,0.006941411,0.002901972,0.09926069,0.02281341],"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":[0.00007511781,0.0000226534,0.00007136362,0.0001550411,0.00001094931,0.00006776511,0.00002965955,0.00002797004,0.0000832868,0.001748204,0.9893129,0.008395144],"study_design_scores_gemma":[0.00004289631,0.00004958925,0.0003836911,0.0003529579,0.00003157382,0.0002287237,0.0001262635,0.0001321893,0.0002450788,0.002810164,0.9955648,0.00003200818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001064655,0.003049885,0.0002501823,0.05493617,0.9371957,0.00003381538,0.00008429818,0.00009201664,0.004251467],"genre_scores_gemma":[0.001807754,0.003395493,0.0006168283,0.02540639,0.9513044,0.00005270231,0.0001563148,0.0001487008,0.01711132],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03249867,"threshold_uncertainty_score":0.1718715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035684404438901,"score_gpt":0.3218281231140218,"score_spread":0.2814712790696328,"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."}}