{"id":"W3203694526","doi":"10.33730/2310-4678.1.2021.231883","title":"Ecological sustainability of trees of protective forests against air pollution","year":2021,"lang":"en","type":"article","venue":"Balanced nature using","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shrub; Environmental science; Resistance (ecology); Vegetation (pathology); Willow; Air pollution; Bioindicator; Caragana; Pollution; Ecology; Biology","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":[0.0002807123,0.0001063559,0.0002462958,0.00002039335,0.00005362212,0.000003677836,0.0001128277,0.0002372676,0.00003969161],"category_scores_gemma":[0.000797779,0.00009153171,0.00008055616,0.0004353339,0.0001429263,0.000120264,0.000126874,0.0002939292,0.000001664969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005277551,"about_ca_system_score_gemma":0.00005481743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001250461,"about_ca_topic_score_gemma":0.0008211002,"domain_scores_codex":[0.9988871,0.000173515,0.000221442,0.0002752118,0.0002395458,0.0002031552],"domain_scores_gemma":[0.9994028,0.00007701805,0.0001798778,0.000236505,0.00006550022,0.00003825936],"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":[0.0001534448,0.0005275211,0.4137798,0.0002886522,0.00003465667,0.00005389396,0.0003717803,0.05339826,0.520105,0.0001976171,0.0001120482,0.01097737],"study_design_scores_gemma":[0.0003120889,0.00007599736,0.8982115,0.00006545589,0.000008340011,0.00000744616,0.0001021056,0.009999461,0.09020942,0.000824455,0.0000821021,0.0001016357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978446,0.0001002836,0.000855175,0.0001685987,0.0001218563,0.0004811094,0.0000131757,0.00002233893,0.0003928558],"genre_scores_gemma":[0.9988063,0.000001364916,0.001068325,0.00006612684,0.00002342282,0.000009897202,0.00000400023,0.000007502656,0.00001305238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4844317,"threshold_uncertainty_score":0.3732555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005016701422351533,"score_gpt":0.2405262360033991,"score_spread":0.2355095345810476,"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."}}