{"id":"W2340564981","doi":"10.1139/cjb-2015-0262","title":"Sandhill Fen, an initial trial for wetland species assembly on in-pit substrates: lessons after three years","year":2016,"lang":"en","type":"article","venue":"Botany","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Syncrude","keywords":"Sandhill; Peat; Ecology; Wetland; Plant community; Ordination; Marsh; Mire; Vegetation (pathology); Riparian zone; Abundance (ecology); Habitat; Biology; Vascular plant; Environmental science; Species richness","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002231816,0.0001370443,0.0001904401,0.00003733591,0.00005178681,0.00003426299,0.0001794065,0.0001134127,0.001255917],"category_scores_gemma":[0.00004123666,0.00009328043,0.00006417508,0.00006968356,0.00008452545,0.0001695691,0.00005105252,0.00006588416,0.0001887025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009052124,"about_ca_system_score_gemma":0.0000150674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000070061,"about_ca_topic_score_gemma":0.01158192,"domain_scores_codex":[0.9989032,0.00003663557,0.0001984546,0.0003436817,0.0001535113,0.0003645806],"domain_scores_gemma":[0.9994853,0.0001367291,0.00005110756,0.0002254336,0.00000450197,0.00009688949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05093131,0.001413582,0.825096,0.00001237663,0.00006068902,0.0003744604,0.0006793727,0.00002419029,0.0653367,0.002868723,0.01359925,0.03960336],"study_design_scores_gemma":[0.01673727,0.00101719,0.9682527,0.00001631139,0.000008649202,0.000003759151,0.00001682808,0.00002225508,0.0003470271,0.001759817,0.0116275,0.0001907073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938295,0.00001080293,0.0001041803,0.0009482768,0.0002652046,0.000364616,0.00006694724,0.00002329948,0.004387167],"genre_scores_gemma":[0.9988563,0.00002278653,0.00007857491,0.0001752761,0.0003039254,0.0001121652,0.000003860398,0.00001543173,0.0004316444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431567,"threshold_uncertainty_score":0.9996571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540943530279358,"score_gpt":0.2832583083169128,"score_spread":0.2478488730141193,"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."}}