{"id":"W1675345707","doi":"10.1007/s00227-015-2729-2","title":"Preface to “Invasive Species” Topical Collection","year":2015,"lang":"en","type":"article","venue":"Marine Biology","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Alexander von Humboldt-Stiftung","keywords":"Biology; Invasive species; Habitat; Ecology; Propagule; Introduced species; Propagule pressure; Biological dispersal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001348942,0.0001035984,0.0001408347,0.00003464906,0.00007485185,0.000008271073,0.0001874812,0.0001028767,0.01570808],"category_scores_gemma":[0.0004505341,0.00008875712,0.00003088398,0.0001953911,0.000170878,0.00005159543,0.0007897493,0.0001000434,0.002679876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003922,"about_ca_system_score_gemma":0.00002355059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006242435,"about_ca_topic_score_gemma":0.004040729,"domain_scores_codex":[0.9991835,0.00007563188,0.0001355493,0.0002832591,0.00006792524,0.0002540733],"domain_scores_gemma":[0.9995443,0.00006504616,0.00003191213,0.0001830193,0.00001608615,0.0001595848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005430607,0.00004376967,0.8638537,0.000001157168,0.000007451067,0.000005120177,0.0001230349,0.00004475246,0.002145033,0.002522669,0.1292796,0.001919421],"study_design_scores_gemma":[0.0002098208,0.0004362229,0.5187763,4.645467e-7,0.000003088124,0.00001126742,0.00004184799,0.00001366302,0.001590337,0.00252289,0.4763007,0.00009342806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5619882,0.000002689332,0.0002330854,0.003106503,0.0005598002,0.0001807392,0.000001776768,0.00004193443,0.4338853],"genre_scores_gemma":[0.8661356,0.00001243652,0.002172623,0.002225705,0.0002758862,0.00005028513,0.00002465748,0.000008932644,0.1290939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3470211,"threshold_uncertainty_score":0.9980966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707161831633181,"score_gpt":0.2426827095958859,"score_spread":0.2156110912795541,"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."}}