{"id":"W2972864473","doi":"10.1145/3307339.3343463","title":"MirLibSpark","year":2019,"lang":"en","type":"preprint","venue":"","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Pipeline (software); Computer science; Workflow; Volume (thermodynamics); SPARK (programming language); Data mining; microRNA; Database; Operating system; Biology; Programming language; Gene","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":[0.002658355,0.002846467,0.001924225,0.001733111,0.001342997,0.003041749,0.004905787,0.001350616,0.0279225],"category_scores_gemma":[0.004359436,0.002245855,0.002148531,0.001863717,0.0008139353,0.003273896,0.003883866,0.003582976,0.05396611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395037,"about_ca_system_score_gemma":0.003054969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002704694,"about_ca_topic_score_gemma":0.002199473,"domain_scores_codex":[0.9973727,0.0002649043,0.0001890976,0.0008971329,0.0009062281,0.0003698864],"domain_scores_gemma":[0.9982541,0.0003736862,0.0001393816,0.000602856,0.0003844476,0.0002454226],"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":[0.003201833,0.0003213988,0.003592085,0.001352765,0.0003681595,0.0005685347,0.0005002709,0.006220818,0.03676415,0.01901764,0.7764952,0.1515971],"study_design_scores_gemma":[0.0007296311,0.0003421046,0.004348544,0.0001427917,0.0001629064,0.0009708649,0.0001373557,0.09372431,0.1116999,0.05083172,0.7365044,0.0004055107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005582929,0.0006140628,0.1788495,0.0004081149,0.0003646943,0.0002619658,0.04043783,0.75788,0.01560097],"genre_scores_gemma":[0.07459275,0.0007615836,0.3319505,0.001261351,0.0003167555,0.001698651,0.3293275,0.2308159,0.02927507],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.0279225,"threshold_uncertainty_score":0.09341013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551897727756949,"score_gpt":0.2717682783571023,"score_spread":0.2562493010795328,"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."}}