{"id":"W2144228193","doi":"10.1016/j.jglr.2009.12.003","title":"Lyngbya wollei in western Lake Erie","year":2010,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ohio Sea Grant College, Ohio State University; National Oceanic and Atmospheric Administration","keywords":"Bay; Shore; Benthic zone; Oceanography; Cove; Geology; Environmental science; Hydrology (agriculture); Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002956689,0.0001767849,0.0004611649,0.0009784796,0.00144942,0.0007607025,0.0004402452,0.0005091233,0.001082893],"category_scores_gemma":[0.0004293239,0.0003114158,0.000180627,0.0008638152,0.0006917999,0.0006021127,0.001350116,0.0003076228,0.0002165738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465889,"about_ca_system_score_gemma":0.001101368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2704457,"about_ca_topic_score_gemma":0.697722,"domain_scores_codex":[0.9998015,0.0000248354,0.00001271185,0.00006072515,0.00002264058,0.00007761076],"domain_scores_gemma":[0.9997681,0.00002377666,0.00007516276,0.000009589212,0.0000563247,0.00006692935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003879856,0.00008289226,0.9701835,0.0001002273,0.0001244913,0.000923214,0.009626219,0.0001949564,0.009847983,0.0001461935,0.0007397519,0.007642615],"study_design_scores_gemma":[0.000003928118,0.00001455581,0.9958871,0.000009559059,0.00001052367,0.00004785381,0.003286623,0.00008985212,0.00006880055,0.0000129892,0.0005654656,0.000002742538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991645,0.00007285877,0.00003288499,0.0000258541,0.000002128856,0.00000343401,0.000102401,0.000002720718,0.0005932552],"genre_scores_gemma":[0.9986687,0.00006033708,0.0001337779,0.0000377403,0.000001932925,0.000009214947,0.0002573558,0.000002314967,0.000828654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2704457,"threshold_uncertainty_score":0.537743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692365592416273,"score_gpt":0.3444363555005227,"score_spread":0.2975126995763599,"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."}}