{"id":"W7018040152","doi":"","title":"Combined circulars for Canada, Australia, and South Africa.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Variety (cybernetics); Identification (biology); Perspective (graphical); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003015507,0.0001506644,0.0001622641,0.0001094068,0.0001046528,0.0000377033,0.0001473236,0.00007314144,0.00007090386],"category_scores_gemma":[0.00001184453,0.0001810225,0.00003459404,0.0001825961,0.00002831121,0.000291794,0.00005371699,0.00008805932,0.00000637663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220909,"about_ca_system_score_gemma":0.0001163127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02570001,"about_ca_topic_score_gemma":0.001008014,"domain_scores_codex":[0.9992922,0.00002454869,0.00007014478,0.0001840393,0.0001068653,0.0003222292],"domain_scores_gemma":[0.9995473,0.00006471305,0.00002101217,0.00015552,0.00002108709,0.0001903355],"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":[0.00007745243,0.00001836253,0.0105644,0.0002856079,0.0001313029,0.0001030136,0.001363846,0.001801766,0.00001868378,0.01236516,0.9729928,0.0002775567],"study_design_scores_gemma":[0.00146727,0.00008003262,0.02124135,0.00002894819,0.00004736105,3.108796e-7,0.002480675,0.001052789,0.001419298,0.0006258143,0.9709392,0.0006169296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085062,0.00004005021,0.04264784,0.02157132,0.0007319934,0.001398798,0.0001279247,0.001336528,0.02363939],"genre_scores_gemma":[0.9339381,0.000006092847,0.002379731,0.00006600174,0.00002100381,0.000001373444,0.00002026792,0.0000236085,0.0635438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04026811,"threshold_uncertainty_score":0.9807879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007021486643560212,"score_gpt":0.1512961952701248,"score_spread":0.1442747086265646,"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."}}