{"id":"W2185069524","doi":"","title":"The importance of seasonality in the timing of flora surveys in the South and Central Western Slopes of New South Wales.","year":2004,"lang":"en","type":"article","venue":"Publication Server of Goethe University Frankfurt am Main (Goethe University Frankfurt)","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Barrick Gold Corporation","keywords":"Geography; Quadrat; Herbaceous plant; Ecology; Woodland; Vegetation (pathology); Species diversity; Plant community; Mediterranean climate; Perennial plant; Seasonality; Understory; Forestry; Shrub; Biology; Species richness; Canopy; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003269168,0.0002055954,0.0003579689,0.0001522028,0.0002141684,0.00002321456,0.00161686,0.0001173483,0.000086933],"category_scores_gemma":[0.00009186273,0.000146304,0.0001607048,0.001325246,0.0009119861,0.0004375609,0.0003796226,0.0002778275,0.000004190443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790316,"about_ca_system_score_gemma":0.00009809621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004677529,"about_ca_topic_score_gemma":0.00512721,"domain_scores_codex":[0.9972132,0.0009446373,0.0004055907,0.0003612089,0.0007233917,0.0003519229],"domain_scores_gemma":[0.9982014,0.0003626262,0.0005578385,0.0007284155,0.00006566007,0.00008401182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467093,0.0002392511,0.9465689,0.00007149245,0.00006972343,0.00000939785,0.04489329,0.00129349,0.00006462733,0.004469125,0.0005066613,0.00166732],"study_design_scores_gemma":[0.001876044,0.00005675404,0.9598776,0.00005457924,0.00007440621,0.000001749744,0.03040003,0.0001332633,0.00007283715,0.0005346527,0.006757688,0.0001604317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881331,0.00006851346,0.002368775,0.005746327,0.00003704981,0.000559033,0.00008568065,0.00001170268,0.002989763],"genre_scores_gemma":[0.9987283,0.0001113907,0.0003198769,0.0001580219,0.00001412764,3.576552e-7,0.00001886514,0.000007832166,0.0006412031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01449326,"threshold_uncertainty_score":0.7071056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774524032360676,"score_gpt":0.2015829763702495,"score_spread":0.1838377360466427,"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."}}