{"id":"W7131828310","doi":"10.3274/jl11-70-1-10","title":"Invasions and re-emergences: an analysis of the success of Bythotrephes in Lago Maggiore (Italy)","year":2011,"lang":"en","type":"other","venue":"CNR ExploRA","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predation; Zooplankton; Phenology; Abundance (ecology); Population density; Population; Biomass (ecology); Trophic state index","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004082374,0.0004026225,0.001128984,0.001712998,0.00004001963,0.00001520756,0.0009793871,0.000329996,0.005701016],"category_scores_gemma":[0.0001280966,0.0002882081,0.0003198411,0.003244351,0.0006484473,0.0002173622,0.0002980561,0.0002276639,0.00009873432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117153,"about_ca_system_score_gemma":0.000091851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007278752,"about_ca_topic_score_gemma":0.07259199,"domain_scores_codex":[0.9975923,0.0003388336,0.000672098,0.0006248177,0.0004689065,0.0003030568],"domain_scores_gemma":[0.9971154,0.00006516247,0.0009633335,0.001641319,0.00009557005,0.0001191545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406322,0.001010396,0.8826793,0.0004702084,0.003450492,0.00002754258,0.01992792,0.0001239706,0.002277624,0.001052521,0.08777241,0.001066951],"study_design_scores_gemma":[0.003646638,0.0009191521,0.7626892,0.007442856,0.02190481,0.000007611029,0.05624847,0.001098381,0.01365551,0.004157257,0.1227636,0.00546646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275796,0.005393676,0.00001442399,0.00004298172,0.0003306353,0.0009639811,0.002246675,0.0001882635,0.1632397],"genre_scores_gemma":[0.97146,0.001198427,0.0003652157,0.0000208158,0.00007071695,0.0000927271,0.0002368707,0.0007758062,0.02577939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1438804,"threshold_uncertainty_score":0.999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087826421502574,"score_gpt":0.294538359979606,"score_spread":0.1857557178293487,"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."}}