{"id":"W4298189715","doi":"10.1139/s07-901","title":"NOTE OF APPRECIATION / NOTE DE RECONNAISSANCE","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001394628,0.00003330608,0.00006685852,0.00007098316,0.000184776,0.00001275256,0.00008082495,0.00002128768,0.000008545989],"category_scores_gemma":[0.0001199835,0.00002879882,0.00002589821,0.000132957,0.0003362179,0.0002088897,0.00001759044,0.00006589555,3.181304e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370188,"about_ca_system_score_gemma":0.00004163185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002120208,"about_ca_topic_score_gemma":0.00001133929,"domain_scores_codex":[0.999399,0.000006238628,0.000150978,0.00004951429,0.0002556505,0.0001386237],"domain_scores_gemma":[0.9997116,0.00005848047,0.00009967761,0.00003225261,0.00001287425,0.00008510715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004960037,0.0001550944,0.02260359,0.00003401078,0.00002438826,0.00002919223,0.05258263,0.02975841,0.7819538,0.009322559,0.0001116586,0.1033751],"study_design_scores_gemma":[0.0006037389,0.00025584,0.9123929,0.0001305514,0.00003536398,0.00008008674,0.003964073,0.007706441,0.02472786,0.000395846,0.04942512,0.0002821755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842276,0.0003727319,0.01307752,0.000209481,0.0002647219,0.00002988981,0.000001330446,0.000003361814,0.001813348],"genre_scores_gemma":[0.9958192,0.0001897527,0.003807688,0.000009832946,0.0001079523,9.881473e-8,3.135441e-8,0.000001767188,0.00006367898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8897893,"threshold_uncertainty_score":0.1421166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007507830637012302,"score_gpt":0.2543650536884542,"score_spread":0.2468572230514419,"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."}}