{"id":"W18308441","doi":"10.1016/j.socscimed.2008.01.017","title":"Ecosystem functioning across vegetation - production boundaries in brigalow (Acacia Harpophylla) in Southern Queensland","year":2005,"lang":"en","type":"article","venue":"","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Ecosystem; Grassland; Plant community; Environmental science; Geography; Agroforestry; Ecology; Ecological succession; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003490232,0.0001394452,0.0001851824,0.00001371707,0.0002435737,0.0002509278,0.00009378879,0.0001029562,0.00004779753],"category_scores_gemma":[0.00002826013,0.00004786463,0.00005021969,0.0004267725,0.00002611232,0.000351583,0.00002104953,0.000123895,0.0001549069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008589669,"about_ca_system_score_gemma":0.000006432897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908178,"about_ca_topic_score_gemma":0.3821114,"domain_scores_codex":[0.9987895,0.00008545687,0.0003266259,0.0003186995,0.0001797914,0.000299894],"domain_scores_gemma":[0.9997486,0.00003114306,0.00009264304,0.00003609083,0.00004875638,0.00004279161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000842158,0.0001741845,0.6714509,0.00004740591,0.0000166414,0.000007439393,0.007863833,0.001049819,0.2045712,0.0001427443,0.0008999862,0.1136917],"study_design_scores_gemma":[0.0002304937,0.0000600358,0.9556024,0.0001129782,0.000002688004,0.00001706194,0.005626888,0.0001916026,0.001897287,0.00006099181,0.0359575,0.0002400739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962326,0.000229168,0.000002379685,0.002019096,0.0003047452,0.0003016619,0.000008502299,0.00007311381,0.0008287864],"genre_scores_gemma":[0.9968526,0.000004815277,0.00002127689,0.0000575031,0.0008652615,0.0000342465,0.00004064563,8.127369e-7,0.002122889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3792032,"threshold_uncertainty_score":0.6291634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277899098163874,"score_gpt":0.2122938603492703,"score_spread":0.1995148693676316,"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."}}