{"id":"W6888977571","doi":"10.24433/co.4592864.v1","title":"CoBE_NucleoATAC","year":2022,"lang":"en","type":"other","venue":"Code Ocean","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Code (set theory); Identification (biology); Key (lock); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001050019,0.001800457,0.001178323,0.001014118,0.001416055,0.003621185,0.002851505,0.001641871,0.431547],"category_scores_gemma":[0.003819063,0.001530324,0.001159084,0.001189064,0.0005863567,0.003919907,0.003420694,0.00191005,0.5043947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614756,"about_ca_system_score_gemma":0.001522174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008732983,"about_ca_topic_score_gemma":0.008444848,"domain_scores_codex":[0.9993693,0.0000643933,0.00002966735,0.0001415994,0.0002629692,0.0001320896],"domain_scores_gemma":[0.9986707,0.0002528571,0.00006638738,0.0003759703,0.0003935924,0.0002404315],"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":[0.0001934313,0.0000139029,0.0002155422,0.000254265,0.00001421149,0.00004958979,0.00007818617,0.0002671926,0.001892145,0.0033764,0.9778523,0.01579276],"study_design_scores_gemma":[0.00005413671,0.00001306083,0.000410987,0.00006710472,0.00001254503,0.00009536911,0.00002730399,0.0009198331,0.00525852,0.002050388,0.991042,0.00004863574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001739383,0.0006155168,0.04059801,0.0006994436,0.0006691447,0.0001996542,0.1131764,0.5865101,0.2557923],"genre_scores_gemma":[0.01784213,0.0007081374,0.03619361,0.001534298,0.00024097,0.0006401822,0.2001144,0.6254817,0.1172446],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.431547,"threshold_uncertainty_score":0.8108292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752893726026714,"score_gpt":0.2544749560646617,"score_spread":0.2369460188043946,"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."}}