{"id":"W6894092775","doi":"10.5281/zenodo.7687578","title":"MESSAGEix-GLOBIOM Nexus Module","year":2023,"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":"University of Victoria","funders":"European Commission","keywords":"Nexus (standard); Documentation; Key (lock)","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":[0.001927407,0.002147145,0.001277145,0.001150247,0.0007166918,0.003358824,0.003254147,0.001736625,0.138265],"category_scores_gemma":[0.005188059,0.001440982,0.001817127,0.001260471,0.0006013002,0.004944053,0.004007531,0.003382725,0.1563832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702393,"about_ca_system_score_gemma":0.001663739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244033,"about_ca_topic_score_gemma":0.003028386,"domain_scores_codex":[0.9990746,0.0001806945,0.00006892131,0.0002144524,0.0003370185,0.0001242928],"domain_scores_gemma":[0.9987809,0.0002553806,0.00005846926,0.0004740373,0.0003150739,0.0001161274],"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":[0.0003421708,0.00004591894,0.001189226,0.0007505783,0.0001088073,0.00009203265,0.0002081347,0.00709434,0.002525,0.02330063,0.9369681,0.0273751],"study_design_scores_gemma":[0.0001040931,0.00001675924,0.0005115557,0.0001050062,0.00002273927,0.00005299779,0.00004584897,0.01037136,0.003982067,0.01239778,0.9723426,0.00004726587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002280496,0.0004249793,0.1245802,0.001150582,0.0007161708,0.0003420876,0.1655091,0.6474604,0.05753606],"genre_scores_gemma":[0.02805695,0.0007929057,0.06160469,0.001984717,0.0003148694,0.001500862,0.4327482,0.420737,0.05225976],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.138265,"threshold_uncertainty_score":0.4625424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03834149059036871,"score_gpt":0.2577488112825667,"score_spread":0.219407320692198,"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."}}