{"id":"W7100249151","doi":"","title":"On the validity of the British Columbia Forest Practices Code","year":2015,"lang":"en","type":"article","venue":"","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Code (set theory); Government (linguistics); Code of practice; Field (mathematics)","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":[0.02673054,0.0004659063,0.001146681,0.00485899,0.02019879,0.01472985,0.004321942,0.008598365,0.01102002],"category_scores_gemma":[0.1806683,0.001052898,0.0005049485,0.005631416,0.02416733,0.005526615,0.004742896,0.01165878,0.001265151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04918591,"about_ca_system_score_gemma":0.1012293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9391133,"about_ca_topic_score_gemma":0.941175,"domain_scores_codex":[0.9618077,0.01060182,0.001901522,0.002957719,0.01601902,0.006712156],"domain_scores_gemma":[0.8071344,0.09430321,0.005675729,0.01235361,0.07559431,0.004938863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002066609,0.0000631787,0.01769183,0.0001012376,0.00005405104,0.0003035119,0.01020401,0.00135534,0.0001827723,0.849544,0.09843596,0.02185738],"study_design_scores_gemma":[0.0002179711,0.00006000911,0.1094687,0.003407253,0.0003324362,0.0002303799,0.0382578,0.006900073,0.00181633,0.4105433,0.4283026,0.0004632947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1146652,0.002871113,0.00371547,0.1259094,0.0009807204,0.0001696895,0.002052468,0.00008162212,0.7495543],"genre_scores_gemma":[0.9230133,0.001204554,0.003042866,0.02027628,0.0002870499,0.0002092856,0.0008091378,0.00013319,0.05102435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06088668,"threshold_uncertainty_score":0.3568704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954363730674396,"score_gpt":0.2710568124555876,"score_spread":0.2115131751488437,"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."}}