{"id":"W3209845743","doi":"10.5281/zenodo.2621560","title":"fcomitani/SimpSOM: v1.3.4","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Computer science","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":[0.0009977672,0.002030675,0.001275502,0.001319817,0.0008757723,0.001964628,0.005686279,0.001275323,0.09535722],"category_scores_gemma":[0.003805427,0.001343922,0.002253607,0.001457745,0.0007485524,0.002678112,0.002955096,0.003001297,0.0542837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008864238,"about_ca_system_score_gemma":0.001953925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008277323,"about_ca_topic_score_gemma":0.01302419,"domain_scores_codex":[0.9995383,0.00004984669,0.00003333318,0.0001138066,0.0001709572,0.00009375162],"domain_scores_gemma":[0.9993801,0.000203063,0.00003370513,0.000155426,0.000160339,0.0000672556],"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":[0.0004402438,0.0001311629,0.001301568,0.002025366,0.0003375404,0.000242604,0.000377596,0.01731085,0.008741891,0.0137916,0.8450124,0.1102872],"study_design_scores_gemma":[0.0003681387,0.0000929656,0.002114507,0.0003213265,0.0001426097,0.0004359045,0.0001273909,0.313848,0.03871183,0.05795151,0.5855836,0.000302054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002622386,0.0003175959,0.2731755,0.0002497421,0.0002946406,0.0001778896,0.0448238,0.6680597,0.0102787],"genre_scores_gemma":[0.05976645,0.0009716463,0.4664415,0.001247428,0.0001853853,0.002055078,0.141139,0.2946797,0.03351394],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.09535722,"threshold_uncertainty_score":0.3190017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304906850499839,"score_gpt":0.2355556627955935,"score_spread":0.2125065942905952,"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."}}