{"id":"W2156526425","doi":"10.1111/1365-2664.12517","title":"The phylogenetics of succession can guide restoration: an example from abandoned mine sites in the subarctic","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecological succession; Subarctic climate; Geography; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001010005,0.00006573713,0.0001875641,0.00004925261,0.0001267628,0.00001303594,0.0002683766,0.00006285495,0.0000551089],"category_scores_gemma":[0.00006739873,0.00003414317,0.00002499158,0.0001149748,0.0001731136,0.00004006772,0.000007619701,0.000141086,0.000004077136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007152402,"about_ca_system_score_gemma":0.000100851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602477,"about_ca_topic_score_gemma":0.5339857,"domain_scores_codex":[0.9990583,0.0001809791,0.0003877111,0.00007678376,0.000158816,0.0001374304],"domain_scores_gemma":[0.9986992,0.0007111736,0.00031606,0.0001218544,0.00009791138,0.00005375305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000286773,0.0000256856,0.9915709,0.000001499136,0.00002135164,0.000008171247,0.002696945,0.001366558,0.0001480649,0.0001233464,0.002671562,0.001079093],"study_design_scores_gemma":[0.0007029492,0.000330989,0.9871542,0.000001972134,0.00002005844,0.00001662233,0.004248688,0.0002919513,0.00005609426,0.002799927,0.004334591,0.0000418833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945289,0.00100501,0.00001321414,0.001459583,0.0002476239,0.00008014886,0.000005711636,0.00000185023,0.002657983],"genre_scores_gemma":[0.9989037,0.0001564742,0.0004498849,0.0003001055,0.0001557512,8.303032e-7,0.00001442199,0.00000107627,0.00001774372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5313833,"threshold_uncertainty_score":0.4745178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05818829773199907,"score_gpt":0.2659245347939233,"score_spread":0.2077362370619242,"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."}}