{"id":"W2012812515","doi":"10.1007/s002670010261","title":"Demographic Analysis of Tree Colonization in a20-Year-Old Right-of-Way","year":2001,"lang":"en","type":"article","venue":"Environmental Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Espace pour la vie","funders":"Hydro-Québec","keywords":"Colonization; Shrub; Vegetation (pathology); Herbaceous plant; Ecology; Tree (set theory); Colonisation; Quadrat; Geography; Biology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003575364,0.0001713032,0.0003259793,0.0003956742,0.00003676239,0.000007360195,0.0002804629,0.00006136144,0.003126474],"category_scores_gemma":[0.000004245333,0.0001719204,0.0001430301,0.001472392,0.000156099,0.0001527901,0.0002395733,0.00006771176,0.0001668392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711773,"about_ca_system_score_gemma":6.806293e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005317397,"about_ca_topic_score_gemma":0.000912896,"domain_scores_codex":[0.9982993,0.0001019374,0.0004609763,0.00038396,0.0004947961,0.0002590045],"domain_scores_gemma":[0.9992579,0.00003796301,0.0002109799,0.000430733,8.449671e-7,0.0000615501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004112983,0.0004566934,0.9819989,0.00002202816,0.0002616428,0.00002863709,0.0001497914,0.006646207,0.00357329,0.0001533917,0.000102016,0.006566235],"study_design_scores_gemma":[0.0005422333,0.00009865487,0.9865032,0.00001883372,0.0002892714,8.578654e-7,0.0001394012,0.009613583,0.001166187,0.00005042411,0.001414281,0.0001630353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983163,0.00003949549,0.0003922727,0.00003446166,0.00007069547,0.0005111863,0.00001139004,0.00001615951,0.01576133],"genre_scores_gemma":[0.9980233,0.0001514836,0.0005608721,0.00003820831,0.000006292601,0.00003856752,0.00004178333,0.00001660499,0.001122941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01486024,"threshold_uncertainty_score":0.9977848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00327874898061834,"score_gpt":0.1800609127553702,"score_spread":0.1767821637747519,"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."}}