{"id":"W6996915857","doi":"","title":"Sustainable Development and Canada: National and International Perspectives","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Government (linguistics); 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":[],"consensus_categories":[],"category_scores_codex":[0.0001273842,0.0001267095,0.00008048301,0.001510298,0.0002752076,0.00003523025,0.0001510232,0.00003696643,0.000209085],"category_scores_gemma":[0.0000387714,0.0001400731,0.00001259689,0.001713652,0.0001218017,0.0003643019,0.0006149221,0.00007280715,0.00003774644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673587,"about_ca_system_score_gemma":0.0003510231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7420876,"about_ca_topic_score_gemma":0.4530975,"domain_scores_codex":[0.998998,0.00002084698,0.00007988262,0.000309166,0.0002815505,0.0003105946],"domain_scores_gemma":[0.9997775,0.00003121212,0.00003464283,0.00005994651,0.00001638142,0.00008032882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005714331,0.0006741666,0.4285312,0.0003014255,0.0008366754,0.004463368,0.2249424,0.001362551,0.0001205687,0.0381607,0.1177285,0.182307],"study_design_scores_gemma":[0.0003381516,0.000009604556,0.06834793,0.000003241699,0.000004490954,0.000007203544,0.0293842,0.0001306119,0.00005385004,0.000005532565,0.9015467,0.0001684764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6891385,9.481178e-7,0.000008546438,0.0005010527,0.00003007039,0.0001486176,0.000004311467,0.00004780254,0.3101202],"genre_scores_gemma":[0.9834675,0.008270891,0.0005324802,0.0001404268,0.00002927891,0.000004796772,0.00002781105,0.0000144502,0.007512421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7838182,"threshold_uncertainty_score":0.5712017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188295181312924,"score_gpt":0.2029063440027636,"score_spread":0.1910233921896343,"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."}}