{"id":"W2082216101","doi":"10.1139/f02-074","title":"Predatory impact of the freshwater invader<i>Dikerogammarus villosus</i>(Crustacea: Amphipoda)","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit van Amsterdam","keywords":"Ecology; Biology; Introduced species; Trophic level; Invasive species; Invertebrate; Amphipoda; Predation; Freshwater ecosystem; Gammarus; Gammarus pulex; Mesocosm; Ecosystem; Crustacean","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004667412,0.0001030798,0.0001690174,0.00005428156,0.0004933529,0.00006411999,0.000418551,0.00006163408,0.01433224],"category_scores_gemma":[0.0001573831,0.00005817466,0.0000949422,0.0002948914,0.003372253,0.0004378045,0.00003913233,0.0001361142,0.00003387157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107368,"about_ca_system_score_gemma":0.0001961333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008815164,"about_ca_topic_score_gemma":0.09186992,"domain_scores_codex":[0.9989768,0.00008114485,0.0002874426,0.0001182748,0.0002379632,0.0002983272],"domain_scores_gemma":[0.9993219,0.00005897199,0.0002168596,0.000117929,0.0000129745,0.0002713067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002410654,0.00001473854,0.9754505,0.000003611199,0.00001188575,0.00001396954,0.001996363,0.00004173958,0.0003100418,0.00002051564,0.01920394,0.002930334],"study_design_scores_gemma":[0.0004664717,0.0009532408,0.9816772,0.0000694917,0.00006801799,0.0002698002,0.001981176,0.003086748,0.0007864967,0.002775273,0.007616141,0.0002498871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958064,0.000199187,0.00000889682,0.0009242898,0.0002022673,0.00007508016,0.000007003198,0.000001431522,0.002775425],"genre_scores_gemma":[0.9985965,0.00002416366,0.0004180756,0.0002256632,0.00002379769,0.000001000762,1.194417e-7,0.000004041226,0.0007065782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08305476,"threshold_uncertainty_score":0.99934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136258199850116,"score_gpt":0.2095896734382718,"score_spread":0.1882270914397706,"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."}}