{"id":"W6892111622","doi":"10.48660/15090080","title":"TBA","year":2015,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Yield (engineering); Process (computing); Product (mathematics)","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":[0.001109441,0.001304812,0.001093205,0.003132113,0.002134235,0.0060413,0.002062947,0.002288549,0.8311664],"category_scores_gemma":[0.005813803,0.0007477005,0.001129163,0.001876142,0.0008924735,0.002236656,0.003362101,0.002813753,0.8159858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436044,"about_ca_system_score_gemma":0.003693676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007997772,"about_ca_topic_score_gemma":0.01400405,"domain_scores_codex":[0.9993221,0.0001202848,0.00004093788,0.0001046587,0.000267086,0.0001449494],"domain_scores_gemma":[0.9980222,0.0002468087,0.00008571613,0.0003106916,0.0006102587,0.0007244086],"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":[0.00004808866,0.00004011012,0.0001251256,0.0001296476,0.000007540869,0.00003198706,0.00002446693,0.00003637612,0.00006772823,0.003168755,0.9620086,0.03431156],"study_design_scores_gemma":[0.00003396552,0.00001538698,0.0003030384,0.0001873232,0.000006904779,0.00006321283,0.00002911546,0.00005615299,0.000109639,0.002031549,0.9971557,0.000008083605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002922708,0.000898901,0.0009537757,0.001593529,0.001362179,0.0001945291,0.02362696,0.004658779,0.966419],"genre_scores_gemma":[0.002148125,0.0006188028,0.000814106,0.001245184,0.0002742717,0.0001839211,0.01227646,0.00173768,0.9807014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1688336,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036922700015284,"score_gpt":0.2801985225228546,"score_spread":0.2498292955227017,"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."}}