{"id":"W6931373627","doi":"10.5281/zenodo.7342480","title":"IMBIE software v3.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Software; Python (programming language); Simula; Ice sheet; Preprint; Greenland ice sheet","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":[0.001960056,0.002203048,0.00189904,0.00226673,0.0007683511,0.003201187,0.003400487,0.001287385,0.1584114],"category_scores_gemma":[0.00432454,0.001759195,0.001904311,0.001740635,0.0005333595,0.002601194,0.003346606,0.002943665,0.1733763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006596319,"about_ca_system_score_gemma":0.001437467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003323372,"about_ca_topic_score_gemma":0.003261497,"domain_scores_codex":[0.9992213,0.0001244082,0.00009950806,0.0002014328,0.0002404652,0.000112888],"domain_scores_gemma":[0.9992539,0.0001691073,0.00006059058,0.0001819727,0.0002671982,0.00006718429],"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":[0.0003534264,0.00006754278,0.001495643,0.001254736,0.0002769692,0.0001984405,0.0002410559,0.004505853,0.003556903,0.008940523,0.9116378,0.06747123],"study_design_scores_gemma":[0.0001812659,0.00003678603,0.001564033,0.0002481441,0.00009481701,0.0003933063,0.00006757191,0.02311195,0.007635033,0.02022315,0.9463112,0.0001328667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00259583,0.001067378,0.2175836,0.0005121093,0.000539847,0.0004397413,0.1529078,0.5933498,0.03100379],"genre_scores_gemma":[0.02516616,0.001353892,0.239087,0.001638986,0.0003426026,0.003105116,0.3870162,0.2907529,0.05153706],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1584114,"threshold_uncertainty_score":0.5299391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031604131831169,"score_gpt":0.2504208557799696,"score_spread":0.2188167239488006,"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."}}