{"id":"W6893689459","doi":"10.5281/zenodo.4488249","title":"Snakebids - BIDS integration into snakemake workflows","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Executable; Workflow; Parsing; Function (biology); Argument (complex analysis); Web application","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":[0.00006548393,0.000711537,0.0006315096,0.0005906642,0.00006931039,0.0002414864,0.0006129735,0.001010843,0.9625415],"category_scores_gemma":[0.001380804,0.0006956335,0.0003052219,0.0009749125,0.00001576641,0.00008163457,0.0003089291,0.000716985,0.2272506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308947,"about_ca_system_score_gemma":0.0003071545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001463263,"about_ca_topic_score_gemma":0.004082054,"domain_scores_codex":[0.9974187,0.000156404,0.0003765086,0.0009074156,0.0006437041,0.000497284],"domain_scores_gemma":[0.9979076,0.00004822283,0.0004131717,0.001235217,0.0001892316,0.0002065195],"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":[0.000004674094,0.00004874625,0.000002251513,0.0005171106,0.00009687081,0.000109763,0.0001218296,0.000001493551,0.0001375332,0.00001984864,0.9909671,0.007972773],"study_design_scores_gemma":[0.0002425853,0.00002443471,0.00004578881,0.02719234,0.00003416202,0.00001205343,0.00003268836,0.00005686965,0.0002259109,0.00004704125,0.9713447,0.0007414318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[4.379784e-7,0.006784094,0.000002653521,0.000023315,0.0002428261,0.0004730948,0.3650828,0.0009013873,0.6264894],"genre_scores_gemma":[0.00005107696,0.000006749793,0.0004950088,0.0001172004,0.001103929,0.0003877553,0.5045758,0.001789763,0.4914727],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7352908,"threshold_uncertainty_score":0.9995495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574862503560515,"score_gpt":0.3114118766925654,"score_spread":0.2556632516569602,"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."}}