{"id":"W4230738485","doi":"10.1515/iupac.81.0507","title":"Lentic","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Lake ecosystem; Ecology; Ecosystem; Biology; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00147983,0.002213888,0.001660329,0.00498279,0.001517433,0.004629929,0.003626367,0.002154927,0.1739586],"category_scores_gemma":[0.0102448,0.0007697986,0.001505175,0.008695072,0.00058687,0.003523593,0.003740086,0.002451443,0.2863921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165233,"about_ca_system_score_gemma":0.003539576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03243896,"about_ca_topic_score_gemma":0.06297962,"domain_scores_codex":[0.9980723,0.0003547814,0.0002545375,0.0005476128,0.0004751268,0.000295761],"domain_scores_gemma":[0.9959304,0.0009396562,0.0003913798,0.001123232,0.001243048,0.0003722552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004796328,0.00001282155,0.0006300318,0.0004983453,0.00001674424,0.00001169821,0.00002594371,0.0001265538,0.00006577233,0.0008763574,0.9949642,0.002723511],"study_design_scores_gemma":[0.00009442632,0.000009505738,0.001559916,0.0003153216,0.0000122397,0.00003393313,0.00007656969,0.0001854831,0.0001361073,0.001743855,0.9958107,0.00002188315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006672218,0.00006178837,0.0000812908,0.00008367695,0.00002533099,0.00001301405,0.997691,0.0005182015,0.001458941],"genre_scores_gemma":[0.0001848873,0.00006267008,0.0002518266,0.00008153835,0.000006878044,0.00005593653,0.998228,0.0001323617,0.0009959751],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1739586,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737357812983249,"score_gpt":0.4262132335670654,"score_spread":0.4088396554372329,"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."}}