{"id":"W6989416202","doi":"","title":"Assessing the influence of geological and land-use gradients on zooplankton and phytoplankton biodiversity in the land between ecotone","year":2021,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Tubulopathy; Liquation; Proteogenomics; TSG101; Articular cartilage damage","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":[0.0002128194,0.0001067072,0.0001284785,0.0004654754,0.0006075815,0.000849558,0.0001816462,0.0001397148,0.0009657937],"category_scores_gemma":[0.0007316526,0.0001128203,0.000124002,0.0007310323,0.0004111165,0.0003176057,0.000453043,0.0001445871,0.0001064564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003234297,"about_ca_system_score_gemma":0.001946813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.588746,"about_ca_topic_score_gemma":0.8474767,"domain_scores_codex":[0.9999033,0.00001492204,0.000003417626,0.00002372947,0.00002508754,0.00002954643],"domain_scores_gemma":[0.9996765,0.00005439761,0.00008401804,0.000009466644,0.00007379274,0.000101856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006641394,0.00001287627,0.9906747,0.00002147459,0.00003640524,0.0000408631,0.001312012,0.00008293238,0.002229429,0.00008646381,0.0001120742,0.005324346],"study_design_scores_gemma":[4.568488e-7,0.000005497984,0.9991915,0.000001919504,0.000003042327,0.000002610525,0.0005969927,0.00004374995,0.00002855712,0.000009039013,0.0001161944,5.906872e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992023,0.00007251312,0.00002586529,0.00002918303,4.305185e-7,0.000003470206,0.00009817952,6.080555e-7,0.0005675127],"genre_scores_gemma":[0.9989925,0.0001202457,0.0001071711,0.00001534604,9.090386e-7,0.000005099442,0.0001761673,0.000001072041,0.0005815033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.588746,"threshold_uncertainty_score":0.8273519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441430359143194,"score_gpt":0.2188984309664489,"score_spread":0.2044841273750169,"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."}}