{"id":"W4380722143","doi":"10.5281/zenodo.8039902","title":"Effects on Local Oxygen Conditions by the Invasive Macrophyte Myriophyllum spicatum","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Myriophyllum; Macrophyte; Environmental science; Ecology; Aquatic plant; 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":[0.000302353,0.0004447512,0.0003194788,0.0005444649,0.0004207916,0.0001284153,0.0007620037,0.0003599994,0.009769722],"category_scores_gemma":[0.000599487,0.0001531725,0.0004785921,0.0005605622,0.0003151589,0.0002788646,0.0004479681,0.0005662247,0.0008905687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724495,"about_ca_system_score_gemma":0.0002294562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473752,"about_ca_topic_score_gemma":0.02992564,"domain_scores_codex":[0.9996238,0.00007858484,0.00005235193,0.00007069031,0.0001276354,0.00004701528],"domain_scores_gemma":[0.9992893,0.0003142389,0.0001161023,0.0001482562,0.0000618484,0.00007028945],"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":[0.005079733,0.0009295284,0.02505462,0.00115654,0.0002202902,0.0005860589,0.0003657934,0.001870382,0.9096146,0.0005830336,0.01969094,0.03484844],"study_design_scores_gemma":[0.0002539611,0.003665015,0.413886,0.00007995357,0.0003106927,0.0005232095,0.0003054094,0.002095713,0.5182342,0.0004853365,0.0600921,0.00006846956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164949,0.003705689,0.006016923,0.0006133756,0.0006325227,0.0005817231,0.05237656,0.0003953218,0.01918306],"genre_scores_gemma":[0.9415776,0.00155148,0.004222911,0.0002891097,0.0000533967,0.0005210194,0.03360377,0.0001243074,0.01805633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473752,"threshold_uncertainty_score":0.03268296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966867195593196,"score_gpt":0.2368703526236715,"score_spread":0.2172016806677395,"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."}}