{"id":"W6911165804","doi":"10.5281/zenodo.10658871","title":"ggobi/ggally: GGally 2.2.1","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Compatibility (geochemistry); Confusion; Limiting","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":[0.003327059,0.005621993,0.005477755,0.004579673,0.002569575,0.006738326,0.008209344,0.002689666,0.4340776],"category_scores_gemma":[0.01029261,0.004878884,0.003962712,0.005116503,0.001319896,0.006951244,0.006687905,0.008070232,0.4843175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435836,"about_ca_system_score_gemma":0.001994414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003162604,"about_ca_topic_score_gemma":0.003908635,"domain_scores_codex":[0.9972298,0.0007193706,0.0002001693,0.0006940959,0.0007686818,0.0003878808],"domain_scores_gemma":[0.9968588,0.0009155326,0.0001956328,0.0009562859,0.0007391289,0.0003345789],"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":[0.0003399827,0.00006179283,0.0005239504,0.001118312,0.0002124197,0.0001482316,0.0002245737,0.001869972,0.00291248,0.01424018,0.9545578,0.02379037],"study_design_scores_gemma":[0.0001554827,0.00002711983,0.0004615234,0.0001687163,0.0001120274,0.0002707699,0.00007295414,0.007899625,0.01145294,0.02255503,0.9566377,0.000186033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001301058,0.0005789918,0.1403985,0.0004142835,0.0004741796,0.00008403535,0.08009225,0.7558745,0.02078221],"genre_scores_gemma":[0.006823405,0.0004128184,0.05633026,0.0003183007,0.00009737192,0.0002687149,0.08396715,0.8357649,0.01601692],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4340776,"threshold_uncertainty_score":0.8072197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231904799194014,"score_gpt":0.2561131505118562,"score_spread":0.2237941025199161,"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."}}