{"id":"W4243846638","doi":"10.5558/tfc2011-004","title":"Contributors to the Special Collection of Articles on Vegetation Management","year":2011,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Geography; Forestry; Environmental resource management; Environmental science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00304558,0.002616791,0.003263341,0.0124917,0.003032518,0.007485207,0.00224609,0.003651517,0.1206502],"category_scores_gemma":[0.01115679,0.0009160331,0.001887756,0.00991514,0.0008088463,0.004289656,0.003056977,0.00409467,0.06689559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643075,"about_ca_system_score_gemma":0.003454868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939549,"about_ca_topic_score_gemma":0.0107153,"domain_scores_codex":[0.9972296,0.0002744475,0.000353977,0.0003441136,0.00147399,0.0003238177],"domain_scores_gemma":[0.971641,0.004405813,0.00276028,0.000973565,0.01325115,0.006968158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001072359,0.00002276793,0.00008337461,0.0001514372,0.000004645855,0.00002147188,0.000009712538,0.0000211361,0.0001190544,0.00011372,0.9816374,0.01780462],"study_design_scores_gemma":[0.00000713155,0.00002357589,0.000744389,0.0002270886,0.00001247071,0.00005915723,0.00004650549,0.00004517038,0.00007446264,0.0003265024,0.9984208,0.00001270671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004303865,0.02683205,0.001098878,0.02716742,0.9124967,0.0001833747,0.0008150844,0.0003088812,0.03066719],"genre_scores_gemma":[0.001074653,0.02556976,0.001057504,0.01137917,0.7693779,0.0002526504,0.001668455,0.0004833656,0.1891365],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1206502,"threshold_uncertainty_score":0.4036151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339719444329927,"score_gpt":0.2069508470207133,"score_spread":0.193553652577414,"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."}}