{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001213007,0.00006128286,0.00005973927,0.00001634931,0.00004401545,0.00009633846,0.0006289144,0.00002933259,0.04294883],"category_scores_gemma":[0.00001660234,0.00005404437,0.00003701148,0.0001980856,0.000001030351,0.0002041745,0.0002052795,0.00007511049,0.02817331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008957515,"about_ca_system_score_gemma":0.000015774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.098179e-7,"about_ca_topic_score_gemma":8.000461e-7,"domain_scores_codex":[0.9994764,0.00000759056,0.00007114881,0.0002020526,0.0000941011,0.0001487452],"domain_scores_gemma":[0.9993758,0.00005575162,0.00003220667,0.0004530355,0.00003095858,0.00005231421],"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":[2.766859e-7,0.00001196765,0.00004523036,0.00001099384,0.000002324934,0.000002510441,0.00002062589,0.00007576618,0.0001468884,0.007398848,0.9816294,0.01065515],"study_design_scores_gemma":[0.0001027473,0.00002062523,0.002335551,0.0001088084,5.711736e-7,0.000006562131,0.000001941955,0.02305217,0.0006177181,0.0009714514,0.9726415,0.0001404027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02733993,0.002545704,0.008339419,0.02440091,0.002571768,0.006223214,0.1766222,0.006390115,0.7455667],"genre_scores_gemma":[0.9814648,0.000002312387,0.002874565,0.002484985,0.0002392803,0.0001811635,0.007407867,0.00001721169,0.005327833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9541249,"threshold_uncertainty_score":0.9725834,"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."}}