{"id":"W4403484707","doi":"10.21079/11681/49441","title":"Literature review of Microseira wollei distribution, environmental drivers, and risks : Lake St. Clair, Michigan, case study","year":2024,"lang":"en","type":"report","venue":"","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineer Research and Development Center","keywords":"Geography; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020577,0.0005871822,0.000657581,0.009019644,0.0007382421,0.001341095,0.000767661,0.0009548718,0.002239228],"category_scores_gemma":[0.00412972,0.000358646,0.0008497945,0.01398762,0.0005554156,0.001488762,0.0006626816,0.0005842947,0.0002689063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001973475,"about_ca_system_score_gemma":0.006137734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04256757,"about_ca_topic_score_gemma":0.122374,"domain_scores_codex":[0.9991717,0.0001703234,0.000339459,0.00009529507,0.0001805164,0.0000426713],"domain_scores_gemma":[0.9968454,0.001619013,0.0007534826,0.00003449943,0.0006663993,0.00008108222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001039101,0.0001025301,0.02212135,0.2710115,0.0006580079,0.00408336,0.004768903,0.0007329416,0.001129233,0.003268731,0.07804839,0.6139712],"study_design_scores_gemma":[0.00001600755,0.0001294618,0.0788045,0.2787189,0.002634264,0.006430769,0.008672151,0.0003394962,0.0004267442,0.001060832,0.6226939,0.00007294956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003540909,0.9915793,0.000151225,0.001738143,0.0001720485,0.00003942544,0.0003513847,0.000007669957,0.002419872],"genre_scores_gemma":[0.01122796,0.9868154,0.000460737,0.0006965731,0.0001380463,0.00004247535,0.0002762639,0.000002378355,0.0003401149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04256757,"threshold_uncertainty_score":0.08463955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347342897457699,"score_gpt":0.2920813028977717,"score_spread":0.2686078739231947,"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."}}