{"id":"W7135794201","doi":"","title":"Canada's Federal Sustainable Development Strategy, ESDN Case Study No. 10","year":2012,"lang":"en","type":"report","venue":"WU Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Government (linguistics); Sustainability; Work (physics)","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02521992,0.0009726996,0.001221196,0.001470353,0.002116718,0.001041659,0.001360655,0.0006416446,0.008461861],"category_scores_gemma":[0.0036116,0.0009263351,0.0001294667,0.001825633,0.000282493,0.0003103564,0.002051205,0.004321045,0.01945536],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03244785,"about_ca_system_score_gemma":0.2262378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946942,"about_ca_topic_score_gemma":0.9899074,"domain_scores_codex":[0.9760035,0.0019767,0.001327688,0.001737951,0.01324398,0.005710182],"domain_scores_gemma":[0.9761832,0.0005263897,0.0003608118,0.002147045,0.01916728,0.001615255],"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":[0.00011211,0.001000507,0.004576551,0.0009220726,0.0005099379,0.166904,0.0005388372,0.000007613859,0.000006263209,0.00001035662,0.8242652,0.001146618],"study_design_scores_gemma":[0.0007420912,0.0003583402,0.003211581,0.00009067621,0.00004481081,0.003569869,0.03191429,0.000006337766,0.00004593464,0.000004775027,0.9590424,0.000968949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2903214,0.003039775,5.27589e-7,0.00006423171,0.0009552058,0.008314159,0.0002522029,0.0004391207,0.6966134],"genre_scores_gemma":[0.4754042,0.00002060657,0.00003880338,0.000004183279,0.0009452424,0.0008455416,0.0002425276,0.0008352492,0.5216637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.19379,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569600989278693,"score_gpt":0.4539851807804069,"score_spread":0.1970250818525376,"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."}}