{"id":"W7096090030","doi":"","title":"Assessment of relative environmental risk from log yard runoff in British Columbia. Forestry Chr","year":2002,"lang":"en","type":"article","venue":"","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Surface runoff; Risk management; Yard; Forest management; Range (aeronautics); Relative risk","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":[0.0004652499,0.0002472015,0.0001538838,0.001404588,0.00132533,0.001132773,0.0004848399,0.0002350455,0.001900099],"category_scores_gemma":[0.001927105,0.0001717758,0.0001200751,0.002241007,0.0004998868,0.0002060579,0.000652057,0.0003205005,0.0001536596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007764356,"about_ca_system_score_gemma":0.004937273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8876565,"about_ca_topic_score_gemma":0.9589577,"domain_scores_codex":[0.9992328,0.0001120961,0.00004671265,0.00006996968,0.0004208732,0.0001176674],"domain_scores_gemma":[0.9987047,0.0002068521,0.0002634229,0.00002895487,0.0006104361,0.0001856872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192843,0.00006336901,0.9589896,0.00008109419,0.00002759212,0.0003967269,0.001807821,0.001179987,0.001352603,0.0001146992,0.000800288,0.03506703],"study_design_scores_gemma":[0.000002073454,0.0000543513,0.993439,0.0000266144,0.00000855271,0.00007646516,0.004017728,0.001108594,0.0001991422,0.0000444431,0.00101574,0.000007234444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959198,0.0001610926,0.0001904824,0.00006509623,0.000001811474,0.0000485167,0.0005999838,0.000008294175,0.003004848],"genre_scores_gemma":[0.9977209,0.0001455826,0.0002922438,0.00001794436,9.897298e-7,0.00001631495,0.0004171683,0.000001839594,0.001386884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123435,"threshold_uncertainty_score":0.2260101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005864356350415652,"score_gpt":0.1801294426898646,"score_spread":0.1742650863394489,"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."}}