{"id":"W7057256340","doi":"","title":"Impacts of an invasive benthic predator on macroinvertebrate communities in the St. Lawrence River","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Benthic zone; Round goby; Invertebrate; Neogobius; Trophic level; Predation; Biomass (ecology); Trophic cascade; Ecosystem","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001438219,0.000111473,0.0001074364,0.0002925654,0.0006381411,0.0006287777,0.0001493913,0.0001635674,0.0007950167],"category_scores_gemma":[0.0002898357,0.000108427,0.0001016468,0.0002883787,0.000328319,0.0001786073,0.0004296012,0.000158252,0.0001099537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467491,"about_ca_system_score_gemma":0.000819502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1090889,"about_ca_topic_score_gemma":0.4143205,"domain_scores_codex":[0.9998729,0.00002244608,0.000006186881,0.00001790407,0.00003922644,0.00004126167],"domain_scores_gemma":[0.9998168,0.0000210264,0.00005762753,0.000005049957,0.00004398977,0.0000554067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001685784,0.0001784625,0.9509836,0.00005852131,0.00007107676,0.000352382,0.003352791,0.000464146,0.02135135,0.0002006594,0.0004851489,0.02233335],"study_design_scores_gemma":[0.000001387851,0.00005065557,0.9980714,0.000007686843,0.000008185653,0.00002729772,0.000978046,0.0001768266,0.00032537,0.00001396778,0.0003369232,0.000002351962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994407,0.00002499524,0.000005985524,0.00001567256,4.27106e-7,0.000001015014,0.00001411659,9.775099e-7,0.0004960404],"genre_scores_gemma":[0.9989511,0.0001254114,0.0000490949,0.00002301872,9.369367e-7,0.000003433532,0.00004299041,6.474232e-7,0.0008033033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8909111,"threshold_uncertainty_score":0.2169079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027472335469663,"score_gpt":0.2550233691091268,"score_spread":0.2347486457544302,"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."}}