{"id":"W6950245816","doi":"10.5281/zenodo.8015457","title":"simpeg/simpeg: v0.19.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Centre de Géomatique du Québec","funders":"","keywords":"Property (philosophy); Constant (computer programming); Function (biology); Boundary (topology); Depreciation (economics); Set (abstract data type)","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":[0.001659656,0.003727627,0.001311159,0.001377776,0.000832085,0.003890568,0.00632319,0.002176312,0.3062902],"category_scores_gemma":[0.008054125,0.0030934,0.002001187,0.0008779931,0.0009778707,0.005974576,0.005929009,0.003612085,0.3337254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194707,"about_ca_system_score_gemma":0.002091369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009326647,"about_ca_topic_score_gemma":0.008529539,"domain_scores_codex":[0.9987961,0.0001228662,0.00009637772,0.0002073698,0.0005086708,0.0002686714],"domain_scores_gemma":[0.9986346,0.0001865923,0.00006077727,0.000501623,0.0004217098,0.0001946517],"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":[0.0006009804,0.00006716244,0.0006895434,0.0006889979,0.00006753297,0.0001881301,0.000164024,0.001114575,0.005257287,0.006965086,0.9267031,0.05749355],"study_design_scores_gemma":[0.0002245103,0.0000538151,0.0006170549,0.0001898281,0.0000381872,0.0002520033,0.00005665947,0.005052155,0.01949189,0.006084837,0.9678234,0.0001156295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001120492,0.0006324925,0.04973262,0.0004260962,0.0005282522,0.0003339016,0.01654575,0.8892655,0.04141499],"genre_scores_gemma":[0.01902503,0.00116561,0.06995513,0.001758539,0.0001474247,0.0008172523,0.06114032,0.7639109,0.08207965],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3062902,"threshold_uncertainty_score":0.9894929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435484880893342,"score_gpt":0.2169589008696227,"score_spread":0.1926040520606893,"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."}}