{"id":"W6969312556","doi":"10.5281/zenodo.998853","title":"eegkno/mltoolbox 0.1.0rc1","year":2017,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Set (abstract data type); Identification (biology); Work (physics); Process (computing)","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":[0.002414281,0.003536592,0.002004136,0.002655665,0.0009616837,0.003714608,0.004378859,0.001443869,0.2254604],"category_scores_gemma":[0.008559581,0.002324375,0.00190955,0.001713052,0.001037054,0.004542113,0.005019185,0.004998678,0.2004118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009265663,"about_ca_system_score_gemma":0.002516984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003779564,"about_ca_topic_score_gemma":0.003893007,"domain_scores_codex":[0.9984994,0.0002549096,0.0001734576,0.0003567401,0.0005071944,0.0002083195],"domain_scores_gemma":[0.997118,0.00118412,0.0001502796,0.0007771321,0.0004848974,0.0002856203],"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":[0.000272838,0.0001053291,0.0007412419,0.001244014,0.0001101996,0.0001494825,0.0002130593,0.002650563,0.002447796,0.01074065,0.9145356,0.06678927],"study_design_scores_gemma":[0.0003395553,0.00004582213,0.001306626,0.0003741094,0.00006447416,0.0003032416,0.00008496738,0.02099522,0.0150565,0.03297089,0.9282563,0.0002022494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005679542,0.0001285615,0.1016884,0.000215369,0.0001593614,0.0001333315,0.05213282,0.8344478,0.01052635],"genre_scores_gemma":[0.01491984,0.0004591701,0.1063244,0.0006669509,0.0001480121,0.001065929,0.187226,0.6585421,0.03064763],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2254604,"threshold_uncertainty_score":0.7542403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448423171685124,"score_gpt":0.2177783484466627,"score_spread":0.2032941167298115,"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."}}