{"id":"W2023593772","doi":"10.1016/j.jglr.2009.12.004","title":"Investigating the invasion of the nonindigenous zooplankter, Eubosmina coregoni, in Lake Winnipeg, Manitoba, Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Canada; Fisheries and Oceans Canada; University of Manitoba","funders":"","keywords":"Ecology; Biology; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004093944,0.0003305508,0.0002998578,0.00118209,0.003992322,0.001319799,0.0009507595,0.00050095,0.0009004904],"category_scores_gemma":[0.00118777,0.0003620925,0.0002178678,0.001389486,0.001078921,0.0004706606,0.001092263,0.0005232565,0.0001183143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01677691,"about_ca_system_score_gemma":0.01675379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986631,"about_ca_topic_score_gemma":0.997972,"domain_scores_codex":[0.9996017,0.00004052977,0.00001130719,0.00005910605,0.0001039438,0.000183518],"domain_scores_gemma":[0.9992686,0.00006061597,0.0001252393,0.00001150506,0.0003453065,0.0001887056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002550777,0.000117679,0.9641119,0.0001006789,0.00006698183,0.0005659378,0.01810878,0.0003169611,0.007364929,0.0002628579,0.000581854,0.008146478],"study_design_scores_gemma":[0.000004588077,0.00004700445,0.9846655,0.00001662774,0.00001905105,0.00005750862,0.01373671,0.0002692085,0.0002234215,0.00001778646,0.0009364785,0.000006187926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988474,0.0000942842,0.00004614913,0.00005424871,0.000001957773,0.00002294399,0.00008008836,0.000002039287,0.0008510147],"genre_scores_gemma":[0.9981771,0.0001709769,0.0002679808,0.00007034742,0.000001065976,0.00001617794,0.0001019255,0.000002501495,0.001191946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01677691,"threshold_uncertainty_score":0.1217256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04358121722223396,"score_gpt":0.2806452169341598,"score_spread":0.2370639997119258,"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."}}