{"id":"W7005987032","doi":"","title":"Start-to-Finish Stapler","year":2020,"lang":"en","type":"article","venue":"Scholar Works  (Boise State University)","topic":"Synthesis and Biological Activity","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAFER; Product (mathematics); George (robot); Surgical equipment; Asepsis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001396206,0.0001652375,0.0001629256,0.00004979208,0.0001724808,0.0000608119,0.0003376439,0.000132921,0.0001361687],"category_scores_gemma":[0.0001913833,0.000155226,0.0001157288,0.0003377177,0.00005604165,0.00001868068,0.000312448,0.0002547789,0.000119668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002069398,"about_ca_system_score_gemma":0.00004480672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001008083,"about_ca_topic_score_gemma":0.00001744151,"domain_scores_codex":[0.9988606,0.0001397324,0.0001009297,0.0004844449,0.0001178742,0.0002964286],"domain_scores_gemma":[0.9992737,0.00001745175,0.00004863118,0.0002328781,0.00007810551,0.000349258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00226182,0.0002745695,0.01856259,0.00002424783,0.0002515658,0.0001910661,0.0003063403,0.0004592918,0.8990408,0.0002860753,0.01278669,0.06555495],"study_design_scores_gemma":[0.00059262,0.0005190913,0.009159548,0.00001880239,0.00002292696,0.000001494259,0.0003632758,0.000022252,0.07849095,0.000042697,0.9103792,0.0003870846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909449,0.00008147397,0.002551546,0.00115235,0.00006648387,0.0001670119,0.00007362139,0.00004322562,0.004919394],"genre_scores_gemma":[0.9956918,0.0002111797,0.001116264,0.00152703,0.0001186182,6.478559e-7,0.00004170199,0.00001476411,0.001278002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8975925,"threshold_uncertainty_score":0.6329932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819982379361814,"score_gpt":0.2006746659136284,"score_spread":0.1824748421200102,"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."}}