{"id":"W2172180568","doi":"10.1023/a:1026335300403","title":"Lake Superior: an invasion coldspot?","year":2003,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Ecology; Benthos; Biological dispersal; Benthic zone; Littoral zone; Plankton; Amphipoda; Biology; Fishery; Environmental science; Crustacean","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":[0.0003685584,0.0001769229,0.0002574855,0.0004103219,0.002629727,0.001466378,0.0003615721,0.0007625998,0.009191904],"category_scores_gemma":[0.0005270836,0.0001134594,0.00009005443,0.0007410605,0.001273848,0.001234359,0.001348236,0.0006131171,0.0003609833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106298,"about_ca_system_score_gemma":0.002488643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1024307,"about_ca_topic_score_gemma":0.4248805,"domain_scores_codex":[0.9998603,0.00001456603,0.000005893734,0.00001864812,0.00002321557,0.00007740274],"domain_scores_gemma":[0.9994984,0.00002071292,0.0001233819,0.00001733955,0.00007336808,0.0002666844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008563669,0.0001677266,0.85947,0.0001640259,0.00006868726,0.005013631,0.01697776,0.0001545183,0.01388678,0.006129349,0.01698739,0.08012366],"study_design_scores_gemma":[0.00004553433,0.0001550476,0.9288101,0.00009288631,0.00004902716,0.001653648,0.03866198,0.0004131871,0.0004093086,0.001622386,0.02805911,0.00002776602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853609,0.000296556,0.0001073049,0.008676013,0.0000472719,0.000009783795,0.0001478148,0.00002243186,0.005331979],"genre_scores_gemma":[0.9944938,0.0003008654,0.0001627243,0.001221569,0.00006017383,0.000007209778,0.000117752,0.000007602794,0.003628232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8975692,"threshold_uncertainty_score":0.2036691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710915228497879,"score_gpt":0.2255073546599651,"score_spread":0.2083982023749863,"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."}}