{"id":"W7103497370","doi":"","title":"Lake Whitefish and <i>Diporeia</i> spp. in the Great Lakes:\\nAn Overview","year":2005,"lang":"","type":"article","venue":"Insecta mundi","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trophic level; Benthic zone; Food web; Range (aeronautics); Abundance (ecology); Population; Trophic cascade; Coregonus clupeaformis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001679419,0.0006758076,0.0006624481,0.0001123919,0.0007680502,0.0002212058,0.001145534,0.0006284833,0.06094196],"category_scores_gemma":[0.00009889793,0.0005385467,0.0001969405,0.000757461,0.001480088,0.0009395102,0.0005079662,0.000815375,0.007576705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083309,"about_ca_system_score_gemma":0.00009890483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007185209,"about_ca_topic_score_gemma":0.3501874,"domain_scores_codex":[0.9953938,0.0006312964,0.0009513511,0.001058179,0.000734166,0.001231182],"domain_scores_gemma":[0.9980389,0.0003143132,0.0003167604,0.00104768,0.00001986436,0.00026241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001576695,0.002117621,0.821195,0.0001564334,0.0001061349,0.0006678998,0.01383535,0.0001843838,0.01120459,0.003539208,0.06459195,0.08224376],"study_design_scores_gemma":[0.001278239,0.0004237944,0.787286,0.000117599,0.0001811449,0.0002266903,0.00005043175,0.001530822,0.00004708057,0.0006148846,0.2075629,0.0006803641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624947,0.005471631,0.00001050145,0.003587101,0.0005814843,0.001101115,0.00009443948,0.00004731434,0.02661177],"genre_scores_gemma":[0.9849594,0.003876455,0.0001600469,0.004624435,0.0002951314,0.00009794512,0.00003319218,0.00005175064,0.005901607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3494689,"threshold_uncertainty_score":0.9997066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299449932363488,"score_gpt":0.241738532486424,"score_spread":0.2187440331627892,"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."}}