{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00272646,0.0005232662,0.0003271477,0.00183782,0.006204587,0.00489514,0.00127284,0.003145089,0.1471669],"category_scores_gemma":[0.01047215,0.0009885051,0.0003920139,0.002897691,0.001317241,0.002571881,0.002572486,0.00241683,0.0265293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01425211,"about_ca_system_score_gemma":0.06883639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.717298,"about_ca_topic_score_gemma":0.8348882,"domain_scores_codex":[0.9974764,0.0002040055,0.0001250662,0.0002005588,0.001410238,0.000583628],"domain_scores_gemma":[0.9905511,0.001196308,0.0003012932,0.0008375132,0.005717314,0.001396311],"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":[0.0000940129,0.00005479145,0.0007224189,0.0002038265,0.000005945999,0.0001374506,0.00118135,0.0001675868,0.0007376459,0.0466366,0.8936058,0.05645248],"study_design_scores_gemma":[0.000007805724,0.000007064141,0.002085568,0.0000475477,0.000002329915,0.00002556966,0.0004342508,0.00003374229,0.0002338796,0.0006597323,0.9964513,0.00001127474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008899928,0.007053558,0.003441992,0.02165482,0.002727037,0.001712369,0.02062568,0.00136201,0.9325227],"genre_scores_gemma":[0.0107894,0.0007491614,0.00191846,0.001492199,0.00007213418,0.000253196,0.001807717,0.0001689676,0.9827488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.282702,"threshold_uncertainty_score":0.5687337,"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."}}