{"id":"W1991902028","doi":"10.3394/0380-1330(2007)33[867:umrils]2.0.co;2","title":"Using Microfossil Remains in Lake Sediments to Examine the Invasion of Eubosmina coregoni (Cladocera, Bosminidae) in Lake of the Woods, Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Fisheries and Oceans Canada","keywords":"Bay; Abundance (ecology); Ecology; Cladocera; Sediment; Oceanography; Biology; Geology; Zooplankton; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0002159577,0.000226611,0.0002318756,0.001072764,0.002729762,0.0008729596,0.0004662897,0.0003612229,0.000908057],"category_scores_gemma":[0.0006461546,0.0002794623,0.0001330954,0.001169197,0.0007811375,0.0004054311,0.0006988168,0.0002608464,0.0001460201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005656786,"about_ca_system_score_gemma":0.003827873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9004755,"about_ca_topic_score_gemma":0.9860184,"domain_scores_codex":[0.9997842,0.00001446142,0.000009592266,0.00003927461,0.00005761483,0.00009503963],"domain_scores_gemma":[0.9995584,0.00003079712,0.0001163316,0.000009766115,0.0001720452,0.0001126911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001518488,0.00003883669,0.9833387,0.00002869779,0.00003482421,0.0001336829,0.004333892,0.00007076173,0.008093445,0.00005301769,0.0001184324,0.003603851],"study_design_scores_gemma":[0.000001075967,0.00001286384,0.9981713,0.000003940249,0.000004939262,0.00001514189,0.001443963,0.00003225051,0.0001281848,0.000003727701,0.0001811175,0.000001500109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999301,0.00005630579,0.00002304429,0.000009249865,7.867191e-7,0.000005938675,0.00009855453,8.373416e-7,0.0005042453],"genre_scores_gemma":[0.9986973,0.00008428661,0.0001313978,0.00001933736,7.163245e-7,0.000008653391,0.0001583711,0.000001306853,0.0008985828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0995245,"threshold_uncertainty_score":0.2002212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0708754423985306,"score_gpt":0.3248196912962407,"score_spread":0.2539442488977101,"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."}}