{"id":"W2046429906","doi":"10.1139/f08-056","title":"Quantifying invasion pathways: fish introductions from the aquarium trade","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Propagule pressure; Propagule; Invasive species; Habitat; Introduced species; Ecology; Fishery; Alien species; Biology; Population; Geography; Biological dispersal","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004089776,0.00007563461,0.0001197483,0.00003826803,0.001607863,0.00007012524,0.0002785712,0.0000266536,0.0004582732],"category_scores_gemma":[0.0002726698,0.00004818439,0.00003257594,0.000237496,0.001834674,0.0003908609,0.0000357726,0.0001116593,0.00000900107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000362741,"about_ca_system_score_gemma":0.0001011348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009192497,"about_ca_topic_score_gemma":0.2460089,"domain_scores_codex":[0.9992471,0.00005175878,0.0001974614,0.0001355926,0.0001612644,0.000206814],"domain_scores_gemma":[0.999491,0.0001738415,0.0001179909,0.00008016078,0.000003579499,0.0001334633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002473894,0.000007158863,0.7852319,0.000001168459,0.0000154461,0.0000217344,0.004122993,0.00004570729,0.00004323087,0.000121145,0.2089996,0.001387401],"study_design_scores_gemma":[0.0001155073,0.0001320369,0.918788,0.0000144332,0.00002034107,0.00006671753,0.005560196,0.0001634416,0.00003020966,0.001383801,0.07363612,0.00008922642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491786,0.0001604402,0.00008441123,0.04727285,0.0006110103,0.00005944485,0.000003137794,0.000003265426,0.002626847],"genre_scores_gemma":[0.9963105,0.0002531421,0.0005686296,0.002645917,0.0001340064,0.00000160059,7.95541e-7,0.000002562059,0.0000827886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368164,"threshold_uncertainty_score":0.9996919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0542799085029847,"score_gpt":0.2100713262273099,"score_spread":0.1557914177243252,"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."}}