{"id":"W2086445009","doi":"10.1007/s10750-014-2060-9","title":"Biomass of benthic invertebrates unaffected by industrial damage to lakes despite effects on species composition","year":2014,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; University of Lethbridge","funders":"","keywords":"Benthic zone; Invertebrate; Benthos; Biomass (ecology); Ecology; Habitat; Environmental science; Fauna; Biology","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":[0.0001602642,0.0001864079,0.0003659546,0.0005310313,0.0004010421,0.0004320115,0.0002801487,0.0002724467,0.002699188],"category_scores_gemma":[0.0004706095,0.0002775749,0.0002293649,0.0002955164,0.0004771663,0.0003821132,0.0004381433,0.0003757061,0.0002852864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004225639,"about_ca_system_score_gemma":0.0002717981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005599112,"about_ca_topic_score_gemma":0.01141439,"domain_scores_codex":[0.9998209,0.00002309176,0.0000104873,0.00005310696,0.00003321296,0.00005922832],"domain_scores_gemma":[0.9991149,0.0001013527,0.0002210747,0.0001239504,0.0001038023,0.0003347939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008828713,0.0003715349,0.330804,0.0000797367,0.0002781526,0.0004362686,0.0003596156,0.0005456627,0.6481362,0.0002227799,0.0002487313,0.009688619],"study_design_scores_gemma":[0.00000440243,0.0001234755,0.9958462,0.000001411265,0.00001589253,0.00005134434,0.00006502745,0.0001310879,0.003628298,0.00003439829,0.00009623339,0.000002185172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994721,0.00004260933,0.00003285392,0.00000747627,0.000001461624,0.00000104822,0.00009269664,0.000004007813,0.0003457621],"genre_scores_gemma":[0.9986903,0.00002576095,0.00004611367,0.00001455043,0.000001270147,0.000002342905,0.0001805821,0.000004306032,0.001034781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005599112,"threshold_uncertainty_score":0.01113302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222339088276157,"score_gpt":0.2094454713302388,"score_spread":0.1972220804474773,"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."}}