{"id":"W92351120","doi":"10.37099/mtu.dc.etd-restricted/155","title":"INTEGRATED MANAGEMENT OF THE INVASIVE SPECIES CIRSIUM ARVENSE, CANADA THISTLE, AND PHRAGMITES AUSTRALIS, COMMON REED: USING ECOLOGICALLY BASED CONTROL MEASURES AT EACH STAGE OF THE INVASION PROCESS","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invasive species; Phragmites; Cirsium arvense; Weed control; Weed; Biology; Introduced species; Biodiversity; Agroforestry; Ecology; Agronomy; Wetland","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001716203,0.0002683193,0.0002025112,0.0002868607,0.000504278,0.0005800257,0.0004499607,0.0001726203,0.0006241198],"category_scores_gemma":[0.0001553537,0.00008001082,0.0001897749,0.0001866536,0.0002225689,0.0002873975,0.0003638798,0.0004335922,0.00004754724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002418524,"about_ca_system_score_gemma":0.004346984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2967579,"about_ca_topic_score_gemma":0.6472617,"domain_scores_codex":[0.999859,0.000009035353,0.000005013976,0.00002679245,0.00006249186,0.00003772641],"domain_scores_gemma":[0.9998366,0.000009393573,0.00004298267,0.000003781026,0.00005287462,0.00005423107],"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":[0.0006536643,0.001543016,0.04151161,0.001037987,0.0002501571,0.0007510239,0.001948596,0.00756889,0.6399717,0.00179732,0.001573502,0.3013926],"study_design_scores_gemma":[0.0004512502,0.01012061,0.7471489,0.000464262,0.0009475452,0.0009006805,0.009329816,0.03305546,0.1441427,0.001042246,0.05224253,0.0001540659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988856,0.00171833,0.002204007,0.000274147,0.00001715086,0.0001911017,0.00006705779,0.00006038226,0.006611818],"genre_scores_gemma":[0.9875864,0.001866083,0.006194755,0.00008032809,0.000005828361,0.00006056982,0.00009562525,0.000003754556,0.004106645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7032421,"threshold_uncertainty_score":0.5900612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371324645621675,"score_gpt":0.2173278172937859,"score_spread":0.1836145708375691,"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."}}