{"id":"W1536465517","doi":"10.1111/j.1523-1739.2011.01714.x","title":"Invasive Species Research to Meet the Needs of Resource Management and Planning","year":2011,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wisconsin Department of Natural Resources; University of Wisconsin-Madison","keywords":"Dreissena; Zebra mussel; Geography; Invasive species; Resource (disambiguation); ZEBRA (computer); Ecology; Biology; Bivalvia; Computer science; Mollusca","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":[0.006558521,0.0006679008,0.0007361973,0.003392776,0.002565657,0.003726487,0.001826421,0.001545318,0.01078798],"category_scores_gemma":[0.01631103,0.0003736873,0.0005812232,0.003303444,0.001029547,0.004063577,0.002867028,0.001539766,0.001726135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019376,"about_ca_system_score_gemma":0.01128926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02661487,"about_ca_topic_score_gemma":0.1034549,"domain_scores_codex":[0.9975786,0.001162022,0.0001679072,0.0003172487,0.0004924091,0.0002818097],"domain_scores_gemma":[0.9880755,0.004339978,0.001309635,0.0009496515,0.003844683,0.001480467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009654863,0.0004899642,0.1790577,0.002452492,0.0001844177,0.001743047,0.01131559,0.004999125,0.008129342,0.02437677,0.07749061,0.6896645],"study_design_scores_gemma":[0.00006759761,0.0005319399,0.1586928,0.003925961,0.0003163459,0.001785505,0.07826694,0.01646137,0.003078322,0.1101343,0.626563,0.0001758733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2950646,0.02936585,0.1480703,0.2426646,0.002355688,0.002684992,0.006419928,0.001462776,0.2719112],"genre_scores_gemma":[0.534072,0.03436491,0.389086,0.0123433,0.001296242,0.001880163,0.004787961,0.0003587937,0.02181054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02661487,"threshold_uncertainty_score":0.05291992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1628736336007569,"score_gpt":0.3121132227274432,"score_spread":0.1492395891266864,"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."}}