{"id":"W7066553260","doi":"","title":"The human and social dimensions of invasion science and management","year":2019,"lang":"en","type":"other","venue":"SUNScholar (Stellenbosch University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"DST-NRF Centre of Excellence for Invasion Biology; Universiteit Stellenbosch; Department of Science and Technology, Ministry of Science and Technology, India; Division of Materials Research; Akademie Věd České Republiky; Grantová Agentura České Republiky; Social Sciences and Humanities Research Council of Canada; National Research Foundation","keywords":"Value (mathematics); Human Dimension; Non-human; Alien; Perception; Alien species; Relation (database)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008504637,0.000307304,0.0003456337,0.001874166,0.0014581,0.0001273154,0.0007792368,0.0002225832,0.00005727306],"category_scores_gemma":[0.00003171973,0.0002440291,0.00006620301,0.001292848,0.001952707,0.0003095697,0.001378474,0.0004129024,0.000200137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800612,"about_ca_system_score_gemma":0.000137015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128924,"about_ca_topic_score_gemma":0.0001489095,"domain_scores_codex":[0.9977882,0.000176734,0.0001594273,0.0006780731,0.0007900962,0.0004074597],"domain_scores_gemma":[0.9987169,0.00006540688,0.0003254445,0.0005989221,0.0001712421,0.0001221083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000157308,0.0002540344,0.002194069,0.001121229,0.0007454941,0.000142365,0.001261371,0.000001150236,0.02628174,0.516517,0.4463604,0.004963793],"study_design_scores_gemma":[0.0009303154,0.00005002637,0.0008835791,0.0001843372,0.0001918225,0.000002797811,0.001289142,0.000002820868,0.000141637,0.0000463664,0.9959851,0.0002920475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02200997,0.0008589193,0.000003839029,0.00009347797,0.0001956265,0.0009816375,0.00008427022,0.0001327908,0.9756395],"genre_scores_gemma":[0.02457553,0.003095952,0.0002173891,0.00002570867,0.00004834776,6.185243e-7,0.00001301966,0.000320875,0.9717026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5496247,"threshold_uncertainty_score":0.9998419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802675397037868,"score_gpt":0.225257233724913,"score_spread":0.2072304797545343,"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."}}