{"id":"W6950475292","doi":"10.5281/zenodo.7847757","title":"OSeMOSYS/otoole: otoole v1.0.1","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Upgrade; Reading (process); Key (lock); Term (time); Downgrade","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":[0.003213478,0.003860658,0.002369507,0.004375273,0.001355366,0.006726095,0.006524467,0.002482035,0.4962201],"category_scores_gemma":[0.01529343,0.004656096,0.003139035,0.003169548,0.001025979,0.007989015,0.006350841,0.004282369,0.5394116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637667,"about_ca_system_score_gemma":0.002225901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00418787,"about_ca_topic_score_gemma":0.004077619,"domain_scores_codex":[0.9977557,0.000236204,0.0002328809,0.0004852159,0.0009351193,0.0003549035],"domain_scores_gemma":[0.994201,0.001337892,0.0003381664,0.002128089,0.001480202,0.0005147009],"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":[0.0002482061,0.00003190847,0.0003861531,0.0004053412,0.00004717269,0.00005523404,0.0000675898,0.0002746861,0.001082484,0.001733406,0.9739024,0.0217654],"study_design_scores_gemma":[0.0001664585,0.00003539789,0.0007191538,0.0001929894,0.00003882644,0.0001322864,0.00004012254,0.001536856,0.009042488,0.005749698,0.9821849,0.000160747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005293555,0.0001390832,0.02485885,0.0002114671,0.0003736681,0.000101593,0.07745733,0.8760216,0.02030693],"genre_scores_gemma":[0.004527685,0.0001967038,0.01789965,0.0004580315,0.0001351673,0.0003192867,0.1468365,0.7926573,0.03696969],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4962201,"threshold_uncertainty_score":0.7185808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847540715617567,"score_gpt":0.2575604112811369,"score_spread":0.2190850041249612,"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."}}