{"id":"W4299302399","doi":"","title":"Biological Invasions Via Inland Water Corridors: Developing a Risk Assessment Tool for European Inland Waterways","year":2007,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Risk assessment; Environmental science; Environmental resource management; Environmental planning; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003015686,0.00108296,0.000728581,0.003658181,0.0005476625,0.002512104,0.0009670252,0.001183103,0.004404098],"category_scores_gemma":[0.008686991,0.0003098767,0.001248294,0.002272724,0.0003573326,0.002411051,0.001756678,0.0005060671,0.0004585487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801983,"about_ca_system_score_gemma":0.0009911238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008440206,"about_ca_topic_score_gemma":0.01014936,"domain_scores_codex":[0.999139,0.0003195677,0.0001135394,0.0001206493,0.0002302473,0.00007705489],"domain_scores_gemma":[0.9941258,0.003318127,0.0008537379,0.0003106265,0.001137581,0.0002541147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002860579,0.0003405897,0.1502354,0.0003728867,0.0006267074,0.0006435385,0.001781855,0.480718,0.005245138,0.0134993,0.005036252,0.3412143],"study_design_scores_gemma":[0.0000352946,0.0002003255,0.02530717,0.0001126154,0.0002077432,0.0003939258,0.000897783,0.9477883,0.004264527,0.01444544,0.006276852,0.00007007064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3010796,0.0001322512,0.6885578,0.000400169,0.00002899405,0.0002953309,0.002007383,0.002143905,0.005354603],"genre_scores_gemma":[0.5854916,0.0001717296,0.4090388,0.00005298941,0.00001699714,0.0002684739,0.001718644,0.0001606982,0.003080058],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008440206,"threshold_uncertainty_score":0.01678216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334966937541339,"score_gpt":0.2311946815529208,"score_spread":0.1976979877987869,"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."}}