{"id":"W2230600954","doi":"10.5281/zenodo.50020","title":"SpaDES: v1.1.3","year":2016,"lang":"en","type":"article","venue":"INFM-OAR (INFN Catania)","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Canadian Forest Service","funders":"","keywords":"Computer science","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":[0.002579413,0.003828917,0.001769176,0.002673937,0.001110962,0.004384944,0.006927148,0.002704815,0.3542332],"category_scores_gemma":[0.01400668,0.004383785,0.003402127,0.002224674,0.0008541974,0.005608765,0.004503168,0.005137788,0.4066267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423741,"about_ca_system_score_gemma":0.002194232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006065302,"about_ca_topic_score_gemma":0.005192853,"domain_scores_codex":[0.9984471,0.0001989698,0.0001274779,0.0004281581,0.0005709658,0.0002273058],"domain_scores_gemma":[0.9962403,0.0009793816,0.0001713377,0.001349796,0.001065291,0.0001938475],"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":[0.0001314856,0.00002746195,0.0005606048,0.0003527999,0.00005289765,0.0000497898,0.0000740071,0.001084628,0.0007314946,0.00148021,0.9807042,0.01475037],"study_design_scores_gemma":[0.0002919242,0.00004981524,0.001151793,0.0002552281,0.00005888081,0.0002128196,0.00005857938,0.01419097,0.01186976,0.01160904,0.9601079,0.0001433144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005400268,0.0001992742,0.03165182,0.0003308586,0.0003164027,0.00009630871,0.05413185,0.9019232,0.01081031],"genre_scores_gemma":[0.01136548,0.0003743034,0.03651423,0.0009168384,0.0001329331,0.0005524462,0.1644187,0.7647564,0.02096866],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3542332,"threshold_uncertainty_score":0.921108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512043878744568,"score_gpt":0.2403209751858808,"score_spread":0.2252005363984351,"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."}}