{"id":"W7020057963","doi":"","title":"Invasion Science: A horizon scan of emerging challenges and oppurtunities","year":2017,"lang":"en","type":"other","venue":"SUNScholar (Stellenbosch University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Akademie Věd České Republiky; Grantová Agentura České Republiky; Department of Science and Technology, Ministry of Science and Technology, India; Deutsche Forschungsgemeinschaft; National Research Foundation; DST-NRF Centre of Excellence for Invasion Biology; Biodiversa+; Tertiary Education Commission; Williams College","keywords":"Biosecurity; Invasive species; Alien species; Ecosystem; Alien; Introduced species; Ecosystem services; Control (management); Biodiversity; Emerging technologies","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001035315,0.0006263524,0.0008532713,0.007062926,0.0008460884,0.0001577543,0.001983392,0.0005427193,0.0004282423],"category_scores_gemma":[0.0002946091,0.0007174918,0.0001673425,0.0008426681,0.002979005,0.001334351,0.001212296,0.0007766645,0.0001903057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315234,"about_ca_system_score_gemma":0.0008016351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004922333,"about_ca_topic_score_gemma":0.0008295458,"domain_scores_codex":[0.9966415,0.0002683837,0.0002227923,0.001119552,0.001035509,0.00071231],"domain_scores_gemma":[0.996702,0.00006857119,0.0008941703,0.001589322,0.0003202132,0.000425773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001156513,0.001226202,0.001784238,0.007130769,0.002368425,0.001852571,0.01452664,0.000007503541,0.05483832,0.3091939,0.2241384,0.3817766],"study_design_scores_gemma":[0.001103251,0.0002627856,0.0002044695,0.001852297,0.0002165079,0.00001667716,0.004376511,0.000005921911,0.0009141181,0.00008275795,0.990236,0.0007287021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008269323,0.01882084,0.000006959969,0.00006804318,0.000461537,0.0005084002,0.0001909023,0.0003401521,0.9713339],"genre_scores_gemma":[0.03699351,0.06859364,0.0005711822,0.000005389734,0.0002468791,9.635253e-7,0.00003372451,0.0008068254,0.8927479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7660976,"threshold_uncertainty_score":0.9997343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04536749283578429,"score_gpt":0.2485914610415508,"score_spread":0.2032239682057665,"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."}}