{"id":"W2287336757","doi":"10.5281/zenodo.16579","title":"Brim.jl: 0.0.1","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008295034,0.00247122,0.002174628,0.006073396,0.001655194,0.01268151,0.008161693,0.005851572,0.6940745],"category_scores_gemma":[0.03908782,0.003310763,0.002398157,0.003104827,0.002367391,0.007933047,0.009496458,0.00511686,0.856589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00209652,"about_ca_system_score_gemma":0.002964104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118935,"about_ca_topic_score_gemma":0.001372236,"domain_scores_codex":[0.9943454,0.0008581021,0.0003487191,0.0009777602,0.002452913,0.001017018],"domain_scores_gemma":[0.9748709,0.004555685,0.001197761,0.01059952,0.006155165,0.002620947],"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":[0.0003778136,0.00007725409,0.0004793223,0.0007398689,0.00005033011,0.0001793137,0.000255324,0.0002751958,0.002511291,0.007072322,0.9034444,0.0845375],"study_design_scores_gemma":[0.000115125,0.00006952271,0.000974285,0.0004896306,0.00003676221,0.0004382263,0.00008128223,0.001176727,0.004721221,0.01053003,0.9812461,0.0001210972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0008147374,0.0006168887,0.03761059,0.002344592,0.001005637,0.0004115741,0.02162775,0.7338969,0.2016714],"genre_scores_gemma":[0.01609494,0.0009271977,0.02873053,0.003289585,0.0006748039,0.0008276572,0.03939948,0.5341378,0.375918],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6940745,"threshold_uncertainty_score":0.4363655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2989115907394237,"score_gpt":0.367073848720742,"score_spread":0.06816225798131825,"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."}}