{"id":"W1984736779","doi":"10.1007/s10750-006-0106-3","title":"Native and invasive vegetation of karst springs in Wisconsin’s Driftless area","year":2006,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Spring (device); Invasive species; Watercress; Introduced species; Vegetation (pathology); Karst; Brassicaceae; Ecology; Native plant; Biology; Geography; Botany","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001017647,0.00006361104,0.00009161513,0.00003016639,0.00002110933,0.000005324154,0.00005693612,0.00003322424,0.00003971418],"category_scores_gemma":[0.00001321165,0.00005072224,0.00001356495,0.0000866274,0.0001532118,0.00006104848,0.00007429512,0.00003994374,0.00001943119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003021651,"about_ca_system_score_gemma":0.000002235036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007825001,"about_ca_topic_score_gemma":0.0012691,"domain_scores_codex":[0.9995605,0.00002341748,0.0001187529,0.0001509285,0.00004713842,0.00009927554],"domain_scores_gemma":[0.9998264,0.00003988515,0.00005656353,0.00006291048,0.000002261926,0.0000120094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006049721,0.00004329861,0.977892,0.000010788,0.000003303917,0.000005951815,0.0002083914,0.003116594,0.01738596,0.0004058606,0.0003822127,0.0005395497],"study_design_scores_gemma":[0.0002805225,0.00003465286,0.9923177,0.00002911654,0.000003738595,0.000001118759,0.00005934209,0.0003917779,0.004980201,0.001511211,0.0003116565,0.00007890195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855652,0.00004247547,0.00005948992,0.00008455588,0.00002336901,0.0001146707,0.000001827214,0.000008216583,0.01410016],"genre_scores_gemma":[0.9995689,0.00001667862,0.0002026227,0.00007547151,0.000006112126,0.000006440011,0.000006683893,0.000002609947,0.0001144711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442572,"threshold_uncertainty_score":0.2068393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006219217730127504,"score_gpt":0.1812493681066176,"score_spread":0.1750301503764901,"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."}}