{"id":"W4220789757","doi":"10.1002/ecy.3678","title":"Functional trait database for Nova Scotian coastal barren, green roof, and ruderal flora","year":2022,"lang":"en","type":"article","venue":"Ecology","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Ruderal species; Ecology; Biology; Biodiversity; Plant community; Geography; Database; Species richness; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112619,0.00009459393,0.0001508945,0.00005017515,0.000203581,0.000006943103,0.00005744696,0.00002742517,0.0008185782],"category_scores_gemma":[0.00002171487,0.0001039455,0.00003683166,0.00005724581,0.00004630037,0.00005501427,0.0001125708,0.0001257985,0.00000602113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000389082,"about_ca_system_score_gemma":0.00001739666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005284242,"about_ca_topic_score_gemma":0.05065115,"domain_scores_codex":[0.9994181,0.00002004414,0.0001212634,0.0001628491,0.00006307907,0.0002146106],"domain_scores_gemma":[0.9997221,0.0001166372,0.00001096858,0.00009246676,0.00001523385,0.00004255452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004768907,0.0003271329,0.4587235,0.0005350569,0.0007154087,0.00005891226,0.002685985,0.01912109,0.002911926,0.003447576,0.4863126,0.02468402],"study_design_scores_gemma":[0.001580264,0.0003050821,0.8997462,0.00000170792,0.00003591221,0.00004008295,0.0003794895,0.007850067,0.00005664828,0.0006543057,0.08910166,0.0002485749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912071,0.000308828,0.00225091,0.001407845,0.002666043,0.0003006518,0.001234903,0.0001548179,0.0004688688],"genre_scores_gemma":[0.9987168,0.000001111404,0.0003183781,0.00006371363,0.0001752769,0.0001077972,0.00021985,0.0000154263,0.0003816916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4410228,"threshold_uncertainty_score":0.966672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464224443513054,"score_gpt":0.2239090684376476,"score_spread":0.1992668240025171,"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."}}