{"id":"W1999413462","doi":"10.1111/j.1440-6055.2006.00559.x","title":"Predicting the response of <i>Cabomba caroliniana</i> populations to biological control agent damage","year":2006,"lang":"en","type":"article","venue":"Australian Journal of Entomology","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Biology; Ecology; Introduced species; Herbivore; Range (aeronautics)","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":[0.00127898,0.0001605206,0.0004175075,0.00004005669,0.0001350357,0.00002682676,0.0005732327,0.0001772522,0.0003350526],"category_scores_gemma":[0.0008649438,0.0000502287,0.0002745452,0.0003217068,0.0002700747,0.00006746463,0.0000580094,0.000277476,0.00001309345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003516594,"about_ca_system_score_gemma":0.00002110956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003036526,"about_ca_topic_score_gemma":0.0004001166,"domain_scores_codex":[0.9976714,0.0007640764,0.0008086748,0.0001761803,0.0002212372,0.0003584354],"domain_scores_gemma":[0.9978476,0.001036479,0.0005824186,0.00008554043,0.0003118948,0.0001361334],"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":[0.00109629,0.0001312195,0.3152486,0.000001666741,0.00004694734,0.00008030544,0.00006165654,0.0003463156,0.6772127,0.00148689,0.002957949,0.00132943],"study_design_scores_gemma":[0.0004280771,0.001952567,0.9856237,0.00001585178,0.00003671144,0.0001354282,0.0002797418,0.000004350922,0.004719871,0.001933358,0.004764344,0.0001059698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737383,0.0001099953,0.0000310156,0.02541601,0.0002921288,0.0002049685,0.00007754451,0.00001300818,0.0001170828],"genre_scores_gemma":[0.9981176,0.000006810482,0.0003714164,0.0007730584,0.0004930091,0.000004863851,0.00000711126,0.000001075942,0.0002250772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6724928,"threshold_uncertainty_score":0.3668591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05527105815223737,"score_gpt":0.2721945065305328,"score_spread":0.2169234483782955,"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."}}