{"id":"W2028642342","doi":"10.1139/x06-100","title":"Silviculture that sustains: the nexus between silviculture, frequent prescribed fire, and conservation of biodiversity in longleaf pine forests of the southeastern United States","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hort Innovation; U.S. Department of Agriculture","keywords":"Silviculture; Biodiversity; Agroforestry; Fire regime; Disturbance (geology); Ecosystem; Prescribed burn; Geography; Nexus (standard); Forest management; Environmental science; Ecology; Stand development; Forestry; Forest ecology; Biology","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":[0.001443183,0.000121679,0.0002225325,0.0001893583,0.0002184328,0.00005455497,0.0006181962,0.0001018768,0.00004133894],"category_scores_gemma":[0.0002631658,0.00006820689,0.00006640663,0.0008363375,0.0007829222,0.0002097299,0.00009968003,0.0004499225,0.000003851383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213371,"about_ca_system_score_gemma":0.0001890068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4562301,"about_ca_topic_score_gemma":0.8175461,"domain_scores_codex":[0.9980073,0.0004078307,0.0003704746,0.0001419513,0.0006613383,0.000411092],"domain_scores_gemma":[0.9987603,0.000291602,0.0002876036,0.000243292,0.0002036828,0.0002134936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002246233,0.00001885311,0.9920475,0.00005026332,0.0000166921,0.00002728708,0.001653645,0.001494506,0.0001137806,0.0000427875,0.004397597,0.0001146389],"study_design_scores_gemma":[0.0005252035,0.0001413988,0.9935567,0.0001475237,0.00001187937,0.00001639755,0.001761773,0.0006831463,0.0005015513,0.0008189031,0.001765229,0.00007033692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963688,0.0003385496,0.000004316985,0.002485828,0.0000456503,0.0005121322,0.0001314265,0.000001737812,0.0001115315],"genre_scores_gemma":[0.9997571,0.00001089658,0.00001057636,0.00003822626,0.00003296164,0.000002814409,0.00002177357,0.000006532622,0.0001190842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3613161,"threshold_uncertainty_score":0.5473909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366064041237965,"score_gpt":0.23766153327234,"score_spread":0.2140008928599603,"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."}}