{"id":"W4404865126","doi":"10.1007/s10530-024-03459-3","title":"Progress towards the control of invasive alien species in the Cape Floristic Region’s protected areas","year":2024,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Stellenbosch","keywords":"Biology; Cape; Alien; Invasive species; Floristics; Alien species; Ecology; Introduced species; Species richness; Archaeology; Geography","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":[0.0007857035,0.0003075001,0.0004437589,0.00003095944,0.00030491,0.0001435757,0.001212872,0.0003070754,0.0003868728],"category_scores_gemma":[0.001878962,0.00006751401,0.0003223802,0.0009773669,0.001508333,0.00008281899,0.0001907273,0.0005518029,0.00004749076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000543571,"about_ca_system_score_gemma":0.00004951407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002280412,"about_ca_topic_score_gemma":0.0008104432,"domain_scores_codex":[0.9972035,0.0008526083,0.0005559556,0.0005300492,0.0003435802,0.0005143367],"domain_scores_gemma":[0.9955966,0.003815192,0.0001459756,0.0001981628,0.0001553691,0.00008867454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009609147,0.001588372,0.06540756,0.0001564166,0.0004583477,0.001043866,0.002138831,0.00004115616,0.4287386,0.2672641,0.01758657,0.2146153],"study_design_scores_gemma":[0.0003364496,0.001511132,0.9232233,0.0002065518,0.00005340332,0.00008633661,0.004030627,0.0001027369,0.001925722,0.0116197,0.05649823,0.0004058316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449749,0.00447615,0.00007444506,0.04580752,0.0002844959,0.001972356,0.0001987965,0.0001834838,0.002027827],"genre_scores_gemma":[0.9972818,0.0004094913,0.00002839517,0.001216072,0.0004257872,0.0004675234,0.00005358435,0.000001827097,0.0001154954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8578157,"threshold_uncertainty_score":0.5557517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901694422995153,"score_gpt":0.2517450991688608,"score_spread":0.06157565686934549,"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."}}