{"id":"W1978273721","doi":"10.1007/s10530-012-0284-z","title":"Relative risk assessment for ballast-mediated invasions at Canadian Arctic ports","year":2012,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Transport Canada; Fisheries and Oceans Canada; University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Transport Canada","keywords":"Biology; Ballast; Invasive species; Arctic; Risk assessment; The arctic; Introduced species; Ecology; Fishery; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000569591,0.000214519,0.0002344394,0.00006003285,0.0009991544,0.00001373067,0.0002496767,0.0003065788,0.03053653],"category_scores_gemma":[0.002549628,0.0001515118,0.0001438205,0.0002243243,0.0004886442,0.0002428235,0.0004338441,0.0003063047,0.001752986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008987297,"about_ca_system_score_gemma":0.00007433226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0129116,"about_ca_topic_score_gemma":0.1522665,"domain_scores_codex":[0.9981498,0.0002158189,0.0002950238,0.0003872349,0.0001330384,0.0008190553],"domain_scores_gemma":[0.9976417,0.001160516,0.0001376169,0.0002757635,0.00002873562,0.0007556646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001021031,0.0001327447,0.9682125,0.000001750447,0.00002860684,0.000005957662,0.00007861185,0.00001433836,0.001117808,0.004451424,0.02566813,0.000277936],"study_design_scores_gemma":[0.0002050424,0.0001887517,0.8490017,0.000004909151,0.00002713869,0.00001432031,0.0000733383,0.00003687839,0.00009577382,0.002768832,0.1473795,0.0002038375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904715,0.0000790764,0.0002748633,0.00258263,0.0006574081,0.0009856998,0.0002749753,0.00008314176,0.0903472],"genre_scores_gemma":[0.9916559,0.0001707092,0.003326119,0.001547387,0.0001115438,0.0002267351,0.0002627901,0.00001199788,0.00268681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1393549,"threshold_uncertainty_score":0.9990243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187080987209415,"score_gpt":0.2636103691826004,"score_spread":0.144902270461659,"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."}}