{"id":"W6892620807","doi":"10.5281/zenodo.10064922","title":"neurogenomics/rworkflows: v1","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Documentation; Software deployment; Key (lock); Process (computing); Set (abstract data type)","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":[0.006881144,0.003845906,0.002798042,0.003427527,0.0009838819,0.00457429,0.005539841,0.002134721,0.21318],"category_scores_gemma":[0.01447306,0.003977818,0.003171263,0.002558486,0.001240569,0.002867244,0.004602786,0.003535908,0.2411575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009852115,"about_ca_system_score_gemma":0.002632349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003804028,"about_ca_topic_score_gemma":0.004277546,"domain_scores_codex":[0.9976569,0.0004495468,0.0001913652,0.0006537738,0.0007931921,0.0002551954],"domain_scores_gemma":[0.9952409,0.002132285,0.0003538939,0.001261338,0.0005644147,0.0004471663],"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":[0.000353867,0.00004649066,0.0009548981,0.001046485,0.0002504884,0.0001018279,0.000149082,0.001272481,0.00335554,0.004227379,0.9582101,0.03003131],"study_design_scores_gemma":[0.001019969,0.0001175568,0.002996819,0.0003958056,0.0002299826,0.0003756671,0.00005058213,0.01433532,0.01746576,0.03068455,0.9320459,0.0002820903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0008138669,0.0003970079,0.09229195,0.0005180592,0.0003970757,0.0002012266,0.1560615,0.7400725,0.009246875],"genre_scores_gemma":[0.01160776,0.0007524523,0.106811,0.001365287,0.0002988395,0.001889235,0.2927536,0.5646659,0.01985594],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.21318,"threshold_uncertainty_score":0.7131582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04622107595844229,"score_gpt":0.2490214226444443,"score_spread":0.202800346686002,"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."}}