{"id":"W6926310947","doi":"10.24433/co.5229439.v1","title":"CoBE_cellranger mkfastq example","year":2021,"lang":"en","type":"other","venue":"Code Ocean","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Code (set theory); Key (lock); Source code; Column (typography); Order (exchange)","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":[0.001045608,0.001600503,0.0009335708,0.001010381,0.0009559924,0.002130484,0.002496372,0.001969853,0.2879514],"category_scores_gemma":[0.003641759,0.001130124,0.001092998,0.001106149,0.000417794,0.00239232,0.002650501,0.001614821,0.315779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341221,"about_ca_system_score_gemma":0.001199935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007247509,"about_ca_topic_score_gemma":0.009795187,"domain_scores_codex":[0.9991595,0.00007057626,0.00004173035,0.0001247274,0.0004621308,0.0001413687],"domain_scores_gemma":[0.9989625,0.0003010059,0.00003904106,0.000192455,0.0003903561,0.0001146144],"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":[0.0001487651,0.00002441211,0.0001995715,0.0003545092,0.00001145817,0.0001246338,0.0000603701,0.0005750639,0.00430322,0.003942425,0.9661018,0.02415372],"study_design_scores_gemma":[0.00005093186,0.00001295769,0.0003185783,0.00006848481,0.000007582614,0.0001613088,0.00002149033,0.002215742,0.008388944,0.002069652,0.9866444,0.00003969888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003115068,0.001282373,0.1381973,0.001888484,0.00114342,0.0004690377,0.1065148,0.5025733,0.2448165],"genre_scores_gemma":[0.02899488,0.002241235,0.1113318,0.004002029,0.000270126,0.001705055,0.2470798,0.2963845,0.3079906],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2879514,"threshold_uncertainty_score":0.9632936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04764617397666277,"score_gpt":0.3226199141568673,"score_spread":0.2749737401802045,"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."}}