{"id":"W6930672763","doi":"10.5281/zenodo.14867643","title":"InsightSoftwareConsortium/ITK: ITK 5.4.2","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Python (programming language); Workflow; Implementation; Backward compatibility; Documentation; Directory; Compiler; Plug-in; Identifier","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":[0.002167568,0.003201109,0.001315216,0.002694596,0.001010417,0.007107484,0.005271574,0.002036911,0.4530441],"category_scores_gemma":[0.01595368,0.002995146,0.002152458,0.002481743,0.0007475359,0.009120408,0.005071116,0.004656503,0.5999643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211218,"about_ca_system_score_gemma":0.002960193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005626217,"about_ca_topic_score_gemma":0.00477736,"domain_scores_codex":[0.9975539,0.0002164321,0.0001697003,0.0004763971,0.001136129,0.0004474769],"domain_scores_gemma":[0.9935376,0.001073171,0.000337759,0.001679009,0.00289664,0.0004757101],"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":[0.0001500884,0.0000266022,0.0003178192,0.0003969754,0.00001926762,0.00008164818,0.0001678712,0.0004358674,0.001341775,0.003633559,0.9348397,0.05858888],"study_design_scores_gemma":[0.00005598256,0.00002853377,0.0008242905,0.0002321847,0.00002547388,0.0002105196,0.00008524217,0.001789066,0.005458806,0.00558829,0.9855993,0.0001023046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007860735,0.0004049838,0.05865348,0.0009316435,0.0006809013,0.0001674621,0.03394654,0.8203177,0.08411124],"genre_scores_gemma":[0.007120092,0.0005686393,0.04706397,0.001334222,0.0001929629,0.0003742701,0.07045716,0.7476681,0.1252205],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4530441,"threshold_uncertainty_score":0.7801663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498380953830836,"score_gpt":0.2788605701791576,"score_spread":0.2438767606408492,"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."}}